Archive → Docs Migration Map

This file tracks the section‑level migration mapping from archive sources into docs. Entries are high‑level (coherent sections with line ranges), with short summaries and clear actions to avoid duplications or contradictions.

File: archive/AI_Wallet_Topical_Threads/full-convo.md

Intro - Nature: long, mixed transcript containing investor reads, Antler residency guidance, market sizing slide copy, deck edits, component specs/yaml notes, MVP scope/flows, GTM/KPIs, roadmap, IP/reputation strategy, and wedge markets. - Approach: extract durable insights and concrete artifacts (e.g., slide copy, KPIs, component boundaries). Skip raw back‑and‑forth and repo‑scaffold proposals that conflict with current structure.

Sections - Source: archive/AI_Wallet_Topical_Threads/full-convo.md:21–66 - Theme: Investor read & diligence questions (pre‑seed lens) - Summary: Clear “what’s compelling vs cautions,” six diligence questions, and funding stance. Useful as a prep checklist and rebuttal guide for first meetings. - Primary Targets: docs/07-fundraising/investor-qa-prep.md (new), docs/07-fundraising/investor-outreach.md (append “Diligence Qs to prepare” block) - Cross‑Refs: docs/07-fundraising/pitch-decks.md - Include/Skip Rationale: Adds investor‑ready framing and concrete Qs; complements but doesn’t duplicate outreach tactics. - Action: Create new + Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/full-convo.md:78–112
Theme: Antler residency fit & acceptance filters
Summary: Solo technical founder fit, filters (tech firepower, early validation, first wedge), and likely outcome; lays out minimal bar to acceptance.
Primary Targets: docs/07-fundraising/antler-residency-strategy.md (new)
Cross‑Refs: docs/07-fundraising/yc-application-strategy.md, docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Residency‑specific strategy is net‑new; avoids cluttering generic outreach docs.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:121–233
Theme: Market opportunity slide (TAM/SAM/SOM) + methodology
Summary: Reworked 2025 baseline TAM (AI infra), SAM (IAM + AI platform + API mgmt) and SOM scenarios; includes concise slide copy plus defensible methodology.
Primary Targets: docs/07-fundraising/pitch-decks.md (add “Market Opportunity slide – copy & footnotes”), docs/02-market-competitive/market-sizing-notes.md (new, methodology + sources)
Cross‑Refs: docs/07-fundraising/financial-model.md
Include/Skip Rationale: Split by audience: slide copy for deck; methodology in market notes to avoid bloat in fundraising doc.
Action: Append + Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:298–404
Theme: Deck edits (projections, comps, team, ask, traction) – guardrails + replacements
Summary: Targeted fixes and paste‑ready replacements for 5 slide areas to improve credibility while keeping narrative intact.
Primary Targets: docs/07-fundraising/pitch-decks.md (add “Guardrails & replacements” section)
Cross‑Refs: docs/07-fundraising/financial-model.md
Include/Skip Rationale: Directly actionable deck guidance; improves existing doc.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:486–517, 625–643
Theme: Component YAMLs + naming consistency (ai‑vault‑sdk, platform‑ui, demo‑app)
Summary: Clean component boundaries and a naming correction (auth-sdk.yaml → ai-vault-sdk.yaml), including brief “why it works for Antler.”
Primary Targets: docs/01-product/technical-architecture.md (component boundaries), docs/01-product/mvp-specifications.md (component scope)
Cross‑Refs: New (defer) docs/01-product/api-specs/ai-vault-sdk.md if API/YAML is later formalized
Include/Skip Rationale: Capture boundaries + naming decisions (insights), defer raw specs to a future API doc.
Action: Append (architecture/specs); Defer creating API spec until approved
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:665–720
Theme: MVP components, data/security, delivery flow
Summary: High‑level backend/UI/demo components, security posture, and delivery flow that can slot into MVP and architecture docs without conflict.
Primary Targets: docs/01-product/mvp-specifications.md, docs/01-product/technical-architecture.md
Cross‑Refs: docs/08-operations/security-data.md
Include/Skip Rationale: Adds concrete, non‑disruptive details aligned with current docs.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1125–1212, 1247–1261
Theme: MVP goal, key rules, API/UX flows (JS, Python), local dev
Summary: Clear MVP definition with auth/model/quota endpoints and recommended client flows; includes practical local dev notes.
Primary Targets: docs/01-product/mvp-specifications.md (MVP goal + rules), docs/01-product/technical-architecture.md (flows)
Cross‑Refs: docs/08-operations/development-workflows.md
Include/Skip Rationale: Strengthens existing sections; avoid duplicating code‑like detail.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1310–1413
Theme: GTM framing, KPIs, weekly plan, Antler deliverables
Summary: Practical early GTM framing, KPI set, and a crisp weekly cadence tied to Antler outputs.
Primary Targets: docs/04-marketing-growth/launch-plan.md, docs/04-marketing-growth/developer-marketing.md
Cross‑Refs: docs/07-fundraising/antler-residency-strategy.md (if created)
Include/Skip Rationale: Adds concrete KPIs/cadence; keep residency‑specific deliverables with Antler strategy.
Action: Append
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1453–1464
Theme: Roadmap & milestones (Q4 2025 → Q2 2026)
Summary: Lightweight milestones and risk notes; useful as a product roadmap anchor.
Primary Targets: docs/01-product/vision.md (brief “Near‑term milestones”), new docs/01-product/roadmap.md (optional)
Cross‑Refs: docs/00-command-center/current-sprint.md
Include/Skip Rationale: Keep high‑level milestones; avoid duplicating sprint planning.
Action: Append (vision) + Propose new roadmap doc (optional)
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1560–1565
Theme: Antler outreach email (template)
Summary: Short founder intro and concrete Antler ask; can be reused for outreach.
Primary Targets: docs/07-fundraising/investor-outreach.md
Cross‑Refs: docs/07-fundraising/antler-residency-strategy.md
Include/Skip Rationale: Practical template; clearly additive.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1070–1086
Theme: Branding decision (AI Vault → AI Wallet)
Summary: Final naming decision plus rationale and alternatives; aligns with current repo naming.
Primary Targets: docs/03-branding-creative/product-naming.md
Cross‑Refs: docs/03-branding-creative/brand-strategy.md
Include/Skip Rationale: Records the decision; avoid duplicating long narrative.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1769–1864, 1890–2004
Theme: IP & reputational hedge (provisional patent vs trade secrets vs execution moat)
Summary: Practical guidance that patents won’t deter big players short‑term; focus on execution, public timestamps, and selective secrecy.
Primary Targets: docs/08-operations/legal-compliance.md (brief section), new docs/08-operations/ip-strategy.md (optional for deeper guidance)
Cross‑Refs: docs/04-marketing-growth/channel-strategy.md (distribution as moat)
Include/Skip Rationale: Operationally relevant; keep detailed argument in a focused ops doc to avoid clutter elsewhere.
Action: Append (legal) + Propose new (ip‑strategy)
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/full-convo.md:2037–2100
Theme: Wedge markets (GCC compliance‑first, enterprise entitlements, schema enforcement, OSS first‑mover, multi‑provider credits/paywall)
Summary: Five concrete wedges with “why OpenAI won’t / why OpenRouter might” and opportunity framing.
Primary Targets: docs/04-marketing-growth/channel-strategy.md, docs/02-market-competitive/segment-analysis.md
Cross‑Refs: docs/02-market-competitive/competitive-landscape.md
Include/Skip Rationale: Adds crisp wedges; aligns with existing market work.
Action: Append
Confidence: High

Skips - Source: archive/AI_Wallet_Topical_Threads/full-convo.md:1512–1533, 1579–1597 - Theme: Alternative repo tree & mass file generation plan - Rationale: Conflicts with current repo/guardrails; skip to avoid structural drift.

Proposed New Files (deferred until mapping is approved) - docs/07-fundraising/investor-qa-prep.md — Diligence questions, sample “buy/caution” reads, and prep checklist. - docs/07-fundraising/antler-residency-strategy.md — Acceptance criteria, residency KPIs, deliverables, and 10‑week plan. - docs/02-market-competitive/market-sizing-notes.md — Methodology, sources, and assumptions behind TAM/SAM/SOM. - docs/01-product/roadmap.md (optional) — Milestones Q4’25–Q2’26 with risks. - docs/08-operations/ip-strategy.md (optional) — Execution‑first IP posture and reputational hedge playbook. - docs/01-product/api-specs/ai-vault-sdk.md (optional, later) — Formal API/YAML once stabilized.

File: archive/distribution_strategy.md

Intro - Nature: concise strategy doc focused on developer‑led distribution, content, OSS/hackathons, freemium, complementary tactics, risks, and a 6‑month rollout. - Approach: create a focused distribution-strategy.md to consolidate these tactics; integrate selectively into existing marketing docs where it clearly adds value.

Sections - Source: archive/distribution_strategy.md:3–4 - Theme: Overview (PMF via developer‑first motion) - Summary: Position AI Wallet as the easiest entry for AI app auth/billing; pursue rapid dev adoption with cost‑controlled growth. - Primary Targets: docs/04-marketing-growth/distribution-strategy.md (new) - Cross‑Refs: docs/04-marketing-growth/channel-strategy.md - Include/Skip Rationale: Provides the thesis and success criterion; belongs as the opening of a focused distribution doc. - Action: Create new - Confidence: High

Source: archive/distribution_strategy.md:10–16
Theme: Developer‑first distribution (SDKs, coding agent, templates, docs)
Summary: Ship SDKs and an MCP‑integrated coding agent; pair with repo templates and copy‑paste docs to minimize integration friction.
Primary Targets: docs/04-marketing-growth/developer-marketing.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/01-product/mvp-specifications.md
Include/Skip Rationale: Tactically deep and additive; anchor in developer‑marketing, mirrored in the consolidated distribution doc.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy.md:18–22
Theme: Tutorials & content
Summary: Short official tutorials, influencer partners with pre‑built demos, technical blogging, and community challenges.
Primary Targets: docs/04-marketing-growth/content-strategy.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Clearly complements existing content strategy; duplicate items will be trimmed during integration.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy.md:24–27
Theme: Hackathons & OSS adoption
Summary: Online hackathons, low‑cost bounty pools, and upstreaming basic AI Wallet integrations into popular OSS frameworks.
Primary Targets: docs/04-marketing-growth/developer-marketing.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/04-marketing-growth/partner-co-marketing.md
Include/Skip Rationale: Adds concrete, actionable programs; aligns well with developer motion.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy.md:29–32
Theme: Freemium model
Summary: Daily limits, tiered model access, and cloud credits to subsidize usage while controlling cost.
Primary Targets: docs/02-market-competitive/pricing-benchmarks.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/01-product/cloud-credits-strategy.md, docs/01-product/mvp-specifications.md (quotas)
Include/Skip Rationale: Pricing posture impacts conversion and infra cost; capture at pricing benchmarks with distribution cross‑link.
Action: Append + Create new
Confidence: Medium
Source: archive/distribution_strategy.md:36–54
Theme: Complementary strategies (enterprise signal, regional targeting, community/brand, partnerships)
Summary: Use selective enterprise design partners for credibility; focus on global dev community; build Discord/ambassadors/swag; partner with IDEs, education, and cloud programs.
Primary Targets: docs/04-marketing-growth/channel-strategy.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/05-beta-partnerships/partner-onboarding.md, docs/04-marketing-growth/partner-co-marketing.md
Include/Skip Rationale: High‑level complements that enrich existing channel and partnership docs without duplicating details.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy.md:58–64
Theme: Key risks & mitigations
Summary: Infra cost control (limits, defaults), uptake risk (content + OSS), and influencer reliance (own‑channel + hackathons).
Primary Targets: docs/00-command-center/exposure-risk-management.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Risk tactics are additive to exposure mgmt and provide the risk lens for the distribution doc.
Action: Append + Create new
Confidence: Medium
Source: archive/distribution_strategy.md:68–72
Theme: 6‑month rollout plan (M1–M6)
Summary: SDKs/tutorials → coding agent + hackathons → influencer push/PR → partnerships + demo day prep.
Primary Targets: docs/04-marketing-growth/launch-plan.md, docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/05-beta-partnerships/beta-testing-plan.md
Include/Skip Rationale: Timelines and milestones belong in launch planning; mirror the summary in the distribution doc.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy.md:76–83
Theme: Distribution summary
Summary: Developer adoption via SDK/agent, content, OSS/hackathons, and capped freemium for sustainable scaling.
Primary Targets: docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/04-marketing-growth/README.md
Include/Skip Rationale: Roll‑up belongs at the end of the focused distribution doc; avoid duplicating in many files.
Action: Create new
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/04-marketing-growth/distribution-strategy.md — Cohesive distribution thesis, tactics, risks, and rollout.

File: archive/iot-applications.md

Intro - Nature: thematic survey of IoT use cases applying AI Wallet’s identity, billing, and model‑routing to real‑world device categories; includes value proposition, verticals, roadmap, differentiators, market validation, and positioning. - Approach: create focused vertical files under docs/02-market-competitive/verticals/* for each high‑impact category; integrate the general “why it works” and technical notes into product docs; keep generic market stats minimal to avoid bloat.

Sections - Source: archive/iot-applications.md:19–33 - Theme: Smart city infrastructure & public kiosks - Summary: NFC‑tap authentication at kiosks enabling multilingual AI services with automatic micro‑billing; clear value for GCC smart city deployments. - Primary Targets: docs/02-market-competitive/verticals/smart-city-kiosks.md (new) - Cross‑Refs: docs/04-marketing-growth/launch-plan.md (pilot sites) - Include/Skip Rationale: Concrete, high‑signal vertical; belongs in a dedicated market use‑case doc. - Action: Create new - Confidence: High

Source: archive/iot-applications.md:35–46
Theme: Connected vehicle ecosystems
Summary: Vehicle profile binds to user wallet; SDK mediates AI navigation, maintenance, and assistants with usage‑based or subscription billing.
Primary Targets: docs/02-market-competitive/verticals/connected-vehicles.md (new)
Cross‑Refs: —
Include/Skip Rationale: Distinct buyer/partner landscape (OEMs); merits its own vertical file.
Action: Create new
Confidence: High
Source: archive/iot-applications.md:48–66
Theme: Healthcare IoT & remote monitoring
Summary: SOC2/GDPR‑aligned device auth, data routing, billing, and audit trails for clinical wearables and networks.
Primary Targets: docs/02-market-competitive/verticals/healthcare-iot.md (new)
Cross‑Refs: docs/08-operations/legal-compliance.md
Include/Skip Rationale: Compliance‑heavy context; vertical doc can hold proof points and constraints without polluting product docs.
Action: Create new
Confidence: High
Source: archive/iot-applications.md:67–82
Theme: Smart home energy management
Summary: Unified wallet authenticates devices; AI optimizes solar/battery/grid mix with subscription or micro‑billing.
Primary Targets: docs/02-market-competitive/verticals/smart-home-energy.md (new)
Cross‑Refs: —
Include/Skip Rationale: Consumer‑oriented vertical distinct from enterprise contexts; deserves its own narrative.
Action: Create new
Confidence: High
Source: archive/iot-applications.md:83–100
Theme: Industrial IoT & predictive maintenance
Summary: Edge gateway integration authenticates fleets of sensors; pooled credits and per‑machine tracking; local models for latency, cloud for heavy compute.
Primary Targets: docs/02-market-competitive/verticals/industrial-iot.md (new)
Cross‑Refs: —
Include/Skip Rationale: Clear enterprise buyer with distinct KPIs; merits a focused vertical file.
Action: Create new
Confidence: High
Source: archive/iot-applications.md:102–118
Theme: Retail & smart shopping experiences
Summary: Tap‑to‑personalize carts, vision‑assisted inventory, automatic checkout; wallet mediates identity and model use per interaction.
Primary Targets: docs/02-market-competitive/verticals/retail-smart-shopping.md (new)
Cross‑Refs: —
Include/Skip Rationale: Separate consumer/retail dynamics; cleaner as a standalone vertical.
Action: Create new
Confidence: High
Source: archive/iot-applications.md:121–130
Theme: Why AI Wallet unlocks IoT (three pain points)
Summary: Unified auth, infra abstraction, and micro‑billing solve IoT’s core deployment blockers.
Primary Targets: docs/01-product/technical-architecture.md (append “IoT extension” overview)
Cross‑Refs: docs/01-product/mvp-specifications.md (quotas/metering)
Include/Skip Rationale: Product‑level rationale fits architecture; keep vertical files focused on use cases.
Action: Append
Confidence: High
Source: archive/iot-applications.md:132–151
Theme: Strategic implementation roadmap (phased pilots)
Summary: Phase 1 GCC kiosks → Phase 2 vehicles/healthcare → Phase 3 consumer/home; measurable interaction targets.
Primary Targets: docs/04-marketing-growth/launch-plan.md (add IoT pilot phases), docs/04-marketing-growth/distribution-strategy.md (mirror summary)
Cross‑Refs: —
Include/Skip Rationale: Belongs in GTM planning; avoid duplicating in vertical files.
Action: Append + Mirror
Confidence: High
Source: archive/iot-applications.md:154–163
Theme: Technical differentiators for IoT
Summary: Edge compatibility, multi‑model support, metering at scale, and security posture.
Primary Targets: docs/01-product/technical-architecture.md (IoT considerations)
Cross‑Refs: docs/01-product/mvp-specifications.md
Include/Skip Rationale: Strengthens architecture without structural change; keep details concise.
Action: Append
Confidence: High
Source: archive/iot-applications.md:166–172
Theme: Market validation (generic stats)
Summary: High‑level growth figures for enterprise IoT, GCC spending, and healthcare impact.
Primary Targets: —
Cross‑Refs: docs/02-market-competitive/verticals/* (use selectively per vertical)
Include/Skip Rationale: Generic stats risk bloat; reuse selectively inside vertical docs where directly supportive.
Action: Mention only (inside verticals)
Confidence: Medium
Source: archive/iot-applications.md:175–181
Theme: Competitive positioning (IoT vs AI platforms)
Summary: IoT platforms handle connectivity; AI platforms handle models; AI Wallet provides the missing identity/billing layer for device→AI.
Primary Targets: docs/02-market-competitive/competitive-landscape.md (append short positioning block)
Cross‑Refs: —
Include/Skip Rationale: Concise differentiation fits competitive landscape without duplication.
Action: Append
Confidence: High
Source: archive/iot-applications.md:184–199
Theme: Citations
Summary: External links and references.
Primary Targets: —
Cross‑Refs: —
Include/Skip Rationale: Do not copy raw references; include only when directly cited in verticals.
Action: Skip (centralized)
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/verticals/smart-city-kiosks.md — Kiosk use cases, value, KPIs, pilots. - docs/02-market-competitive/verticals/connected-vehicles.md — In‑vehicle assistants, maintenance, billing models. - docs/02-market-competitive/verticals/healthcare-iot.md — Clinical IoT auth, routing, compliance. - docs/02-market-competitive/verticals/smart-home-energy.md — Home energy orchestration with wallet auth/billing. - docs/02-market-competitive/verticals/industrial-iot.md — Edge gateway auth, predictive maintenance economics. - docs/02-market-competitive/verticals/retail-smart-shopping.md — Personalized retail carts, checkout, recommendations.

File: archive/gtm-strategy-discussion.md

Intro - Nature: GTM strategy dialog consolidated into a clear dual‑track plan (GCC enterprise‑first + consumer SDK), funding channels, partner perception, Antler interview prep, near‑term sprint, KPIs, and branding. - Approach: extract durable strategy blocks and place them into growth/fundraising docs; skip raw prompts or repetitive exhortations.

Sections (auto‑compact) - Source: archive/gtm-strategy-discussion.md:15–58 - Theme: GCC viability + dual‑track structure (enterprise + consumer) - Summary: Why GCC makes the model viable and how to partition messaging across two tracks with distinct decks/landing pages. - Primary Targets: docs/04-marketing-growth/channel-strategy.md (append “GCC dual‑track”), docs/04-marketing-growth/distribution-strategy.md (mirror summary) - Cross‑Refs: docs/04-marketing-growth/launch-plan.md - Include/Skip Rationale: High‑signal framing for channels; avoid duplicating across many docs. - Action: Append + Mirror - Confidence: High

Source: archive/gtm-strategy-discussion.md:57–88
Theme: GCC funding vs VC + partner perception risk
Summary: Non‑dilutive grants/PoCs vs VC equity, and posture to keep OpenRouter/HF comfortable via “regional enablement.”
Primary Targets: docs/07-fundraising/gcc-funding-programs.md (new)
Cross‑Refs: docs/07-fundraising/investor-outreach.md (messaging), docs/04-marketing-growth/partner-co-marketing.md
Include/Skip Rationale: Net‑new funding mechanics; messaging belongs where outreach is managed.
Action: Create new + Append
Confidence: High
Source: archive/gtm-strategy-discussion.md:89–113
Theme: Execution order + key risks
Summary: Sequenced steps (Antler entry → MVP → enterprise pitch → PoC → SDK go‑live) and a concise risk table with mitigations.
Primary Targets: docs/04-marketing-growth/launch-plan.md (timeline), docs/00-command-center/exposure-risk-management.md (risk table)
Cross‑Refs: docs/01-product/roadmap.md (optional)
Include/Skip Rationale: Clear, additive plan content; avoids restructuring product docs.
Action: Append
Confidence: High
Source: archive/gtm-strategy-discussion.md:144–209
Theme: Core positioning shift + slide‑by‑slide deck edits
Summary: Enterprise‑first reframing and concrete deck changes tailored to Antler/GCC.
Primary Targets: docs/07-fundraising/pitch-decks.md
Cross‑Refs: docs/07-fundraising/investor-outreach.md
Include/Skip Rationale: Direct deck improvements; belongs squarely in pitch‑decks.
Action: Append
Confidence: High
Source: archive/gtm-strategy-discussion.md:210–229
Theme: Talk track for Antler (how to present)
Summary: Antler‑specific phrasing and interview anchors to emphasize enterprise rails with consumer vision.
Primary Targets: docs/07-fundraising/antler-residency-strategy.md (new)
Cross‑Refs: docs/07-fundraising/investor-outreach.md
Include/Skip Rationale: Residency‑specific content is net‑new and focused.
Action: Create new
Confidence: High
Source: archive/gtm-strategy-discussion.md:244–365
Theme: Thesis + 48‑hour prep + 3–4 week sprint + KPIs
Summary: One‑line conclusion, interview checklist, demo video, week‑by‑week tasks, and numeric decision gates.
Primary Targets: docs/07-fundraising/antler-residency-strategy.md (checklists), docs/00-command-center/metrics-dashboard.md (KPIs)
Cross‑Refs: docs/04-marketing-growth/launch-plan.md (tasks)
Include/Skip Rationale: Actionable plan; KPIs fit metrics dashboard; avoids scattering.
Action: Create new + Append
Confidence: High
Source: archive/gtm-strategy-discussion.md:398–433
Theme: Funding playbook (phase by phase)
Summary: Which sources fund which phases (PoC grants, accelerators, VC) and how they interplay.
Primary Targets: docs/07-fundraising/funding-playbook.md (new)
Cross‑Refs: docs/07-fundraising/gcc-funding-programs.md
Include/Skip Rationale: Net‑new structure; cleaner as a dedicated playbook.
Action: Create new
Confidence: Medium
Source: archive/gtm-strategy-discussion.md:446–490
Theme: Branding note (AI Vault now; AI Wallet later)
Summary: Enterprise‑safe “AI Vault” brand today, optional rebrand to “AI Wallet” at consumer scale; maintain continuity in SDK naming.
Primary Targets: docs/04-marketing-growth/brand-messaging.md (new)
Cross‑Refs: docs/07-fundraising/pitch-decks.md
Include/Skip Rationale: Strategic naming guidance; better as a compact branding note.
Action: Create new
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/07-fundraising/gcc-funding-programs.md — GCC grant/PoC/accelerator mechanics and sources. - docs/07-fundraising/antler-residency-strategy.md — Interview framing, 48‑hour prep, week‑by‑week plan, decision gates. - docs/07-fundraising/funding-playbook.md — Phase‑by‑phase funding sources and usage. - docs/04-marketing-growth/brand-messaging.md — Naming/positioning guardrails (AI Vault → AI Wallet).

File: archive/AI_Wallet_perplexity.md

Intro - Nature: market-entry strategy memo contrasting crypto‑first vs fiat‑first, with modular payment architecture, complexity/time estimates, and a recommended hybrid path; includes later clarifications to keep crypto as a lightweight settlement layer and avoid deep DeFi scope. - Approach: capture the market‑entry framing in a focused strategy note; place modular payment abstraction and phased rollout into product/launch docs; prefer simplified crypto constraints to avoid contradictions.

Sections (auto‑compact) - Source: archive/AI_Wallet_perplexity.md:1–14 - Theme: Entry strategy — crypto‑first with planned fiat expansion - Summary: Start in web3 to gain traction/funding with lower incumbent threat; later expand to fiat once SDK/product is mature, unlocking larger markets. - Primary Targets: docs/02-market-competitive/market-entry-strategy.md (new) - Cross‑Refs: docs/04-marketing-growth/distribution-strategy.md - Include/Skip Rationale: Clean, high‑level entry framing; better as a dedicated strategy note than sprinkled in GTM docs. - Action: Create new - Confidence: High

Source: archive/AI_Wallet_perplexity.md:135–176
Theme: Divergent components — fiat vs crypto payment rails
Summary: Enumerates payment components for Stripe/banking/compliance vs chain/wallet/token stack; highlights where rails diverge.
Primary Targets: docs/01-product/technical-architecture.md (payment‑rail appendix)
Cross‑Refs: docs/01-product/mvp-specifications.md (quotas/billing)
Include/Skip Rationale: Useful architectural separation; keep concise to avoid bloating core docs.
Action: Append (compact)
Confidence: High
Source: archive/AI_Wallet_perplexity.md:179–226
Theme: Crypto specifics — chain selection, payment flows, added components
Summary: Recommends Polygon/Base; outlines fiat vs crypto flows and required treasury/UX/compliance layers.
Primary Targets: docs/01-product/technical-architecture.md (crypto rail considerations)
Cross‑Refs: —
Include/Skip Rationale: Include chain choice + flow diffs; skip deep DeFi mechanics to honor later simplification.
Action: Append (trimmed)
Confidence: Medium
Source: archive/AI_Wallet_perplexity.md:230–254
Theme: Modular payment abstraction — interface + switchable layer
Summary: Defines a PaymentProvider interface with fiat/crypto implementations; positions payment as a swappable module beneath stable SDK/auth/routing.
Primary Targets: docs/01-product/technical-architecture.md (interfaces), docs/01-product/mvp-specifications.md (implementation notes)
Cross‑Refs: —
Include/Skip Rationale: Directly strengthens architecture; low risk of contradiction.
Action: Append
Confidence: High
Source: archive/AI_Wallet_perplexity.md:257–260
Theme: Implementation effort — fiat vs crypto timeboxes
Summary: Fiat 2–3 weeks; crypto 6–8 weeks (integration + security/testing); useful for planning and tradeoffs.
Primary Targets: docs/01-product/roadmap.md (new, optional), docs/00-command-center/current-sprint.md (add gating estimates)
Cross‑Refs: docs/00-command-center/metrics-dashboard.md
Include/Skip Rationale: Numeric estimates aid planning; keep brief to avoid staleness.
Action: Create new (optional) + Append
Confidence: Medium
Source: archive/AI_Wallet_perplexity.md:266–304
Theme: Recommended hybrid approach — phases
Summary: Phase 1 crypto‑first MVP → Phase 2 dual‑rail support → Phase 3 intelligent routing; modular path to avoid rebuilds.
Primary Targets: docs/04-marketing-growth/launch-plan.md (phased rollout), docs/02-market-competitive/market-entry-strategy.md (new)
Cross‑Refs: —
Include/Skip Rationale: Clear rollout plan; belongs in launch plan plus the entry strategy doc.
Action: Append + Create new
Confidence: High
Source: archive/AI_Wallet_perplexity.md:305+ (consolidated)
Theme: Simplification constraints — crypto as settlement only; choose one chain; fiat‑only at fiat launch
Summary: De‑scope DeFi/bridges; adopt minimal chain integration (Polygon/Base); design so payment layer can be swapped; avoid crypto baggage for fiat launch.
Primary Targets: docs/01-product/technical-architecture.md (constraints), docs/02-market-competitive/market-entry-strategy.md (new)
Cross‑Refs: docs/01-product/mvp-specifications.md
Include/Skip Rationale: Resolves potential contradictions; sets guardrails that supersede earlier deeper crypto scope.
Action: Append + Create new
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/market-entry-strategy.md — Crypto‑first entry with planned fiat expansion; risks, guardrails, and phased rollout. - docs/01-product/roadmap.md (optional) — Timeboxes for payment rails + key milestones.

File: archive/market_evolution_scenarios.md

Intro - Nature: concise scenario planning for AI Wallet with competitor reactions (OpenAI, OpenRouter), crypto/enterprise pivots, and risk posture. - Approach: consolidate into a single market-evolution scenarios doc; mirror only the most useful differentiators into competitive landscape. Keep messaging "spin" minimal in docs to avoid hype.

Sections (auto‑compact) - Source: archive/market_evolution_scenarios.md:3–4 - Theme: Overview - Summary: Frames phased market evolution, competitor threats, and pivot strategies to maintain resilience. - Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new) - Cross‑Refs: — - Include/Skip Rationale: Sets context; belongs at top of consolidated doc. - Action: Create new - Confidence: High

Source: archive/market_evolution_scenarios.md:8–12
Theme: Scenario 1 — Organic developer/community growth
Summary: Dev‑first motion via SDK, coding agent, tutorials, and OSS → prove PMF; enterprises serve as credibility signals.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/04-marketing-growth/distribution-strategy.md
Include/Skip Rationale: High‑signal thesis consistent with GTM; centralize in scenarios, reference distribution for execution detail.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios.md:16–25
Theme: Scenario 2 — OpenAI Wallet emerges (competitive response)
Summary: Treat OpenAI as lock‑in; differentiate on neutrality/multi‑provider and first‑mover narrative.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new), docs/02-market-competitive/competitive-landscape.md (append concise differentiator)
Cross‑Refs: —
Include/Skip Rationale: Keep "we were first" phrasing toned down; capture neutral‑positioning fact pattern in competitive doc.
Action: Create new + Append (compact)
Confidence: High
Source: archive/market_evolution_scenarios.md:29–36
Theme: Scenario 3 — OpenRouter Wallet (compete vs partner)
Summary: Win via SDK traction; if threatened, pivot to partnership positioning AI Wallet as distribution layer.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/04-marketing-growth/partner-co-marketing.md
Include/Skip Rationale: Strategy nuance belongs in scenarios; cross‑ref partner tactics only for execution hooks.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios.md:40–46
Theme: Scenario 4 — Crypto pivot
Summary: If incumbents dominate wallets, pursue crypto‑enabled AI marketplace as survivable niche using Web3 rails.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/02-market-competitive/market-entry-strategy.md (if created)
Include/Skip Rationale: Keep as contingency path; avoid duplicating payment/rail details here.
Action: Create new + Mention
Confidence: Medium
Source: archive/market_evolution_scenarios.md:50–54
Theme: Scenario 5 — Enterprise/compliance pivot
Summary: Neutral enterprise wallet with entitlements/compliance (PDPL, SOC‑2, ISO) trades speed for ARPU and defensibility.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/08-operations/legal-compliance.md
Include/Skip Rationale: Valid fallback; cross‑ref compliance for details.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios.md:58–61
Theme: Other pivot options
Summary: White‑label SDK, vertical wallets, and tooling ecosystem as alternative hedge paths.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/02-market-competitive/verticals/*
Include/Skip Rationale: Capture as bullets; details live in verticals/partner docs if pursued.
Action: Create new + Mention
Confidence: Medium
Source: archive/market_evolution_scenarios.md:65–69
Theme: Risk analysis (distribution, copycat, infra cost, novelty)
Summary: Risks and mitigations (neutrality story, speed/PMF, strict limits/credits, broad pivots).
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/00-command-center/exposure-risk-management.md
Include/Skip Rationale: Keep concise; detailed risk matrices belong in exposure mgmt.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios.md:73–78
Theme: Evolution summary (Phase 1–3)
Summary: Phase 1 dev‑first → Phase 2 respond to incumbents → Phase 3 pivot if needed; failure risk low with execution speed.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: —
Include/Skip Rationale: Close the consolidated doc; do not repeat across GTM docs.
Action: Create new
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/market-evolution-scenarios.md — Consolidated scenarios, competitor reactions, pivots, and risk summary.

File: archive/market_evolution_scenarios_updated.md

Intro - Nature: update/clarification to the earlier scenarios with crisper crypto→fiat pivot framing, explicit success criteria, and refined risks. - Approach: treat as deltas/overrides to consolidate into one market-evolution-scenarios.md; integrate overlapping items only where it adds clarity.

Sections (auto‑compact) - Source: archive/market_evolution_scenarios_updated.md:4–5 - Theme: Core objective - Summary: Define adoption pathways, competitor risks, and pivot options to keep resilience regardless of market evolution. - Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new) - Cross‑Refs: — - Include/Skip Rationale: Sets scope; supersedes baseline overview if phrased more clearly. - Action: Create new (use updated wording) - Confidence: High

Source: archive/market_evolution_scenarios_updated.md:9–12
Theme: Scenario — Organic developer‑led growth
Summary: SDK + coding agent + tutorials/OSS to become default “AI login + billing”; early credibility via evangelism and hackathons.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/04-marketing-growth/developer-marketing.md, docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Consistent with baseline; include as concise bullets and reference GTM docs for execution.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios_updated.md:16–33
Theme: Scenario — Crypto‑first → Fiat pivot (phased)
Summary: Phase 1 crypto‑native wedge with OpenRouter partnership; Phase 2 rebrand + fiat rails; benefits (low threat visibility, Web3 VC fit) vs risks (perception lock‑in, partner dependency, 12‑month pivot clock).
Primary Targets: docs/02-market-competitive/market-entry-strategy.md (new), docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/03-branding-creative/messaging-narratives.md (rebrand framing), docs/04-marketing-growth/launch-plan.md (timing)
Include/Skip Rationale: Adds concrete phased detail missing in baseline; note explicit time‑bound risk and messaging pivot.
Action: Create new + Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios_updated.md:36–42
Theme: Scenario — OpenAI Wallet response
Summary: Differentiate on neutrality/multi‑rail; position as the Switzerland of AI wallets; use first‑mover narrative carefully.
Primary Targets: docs/02-market-competitive/competitive-landscape.md (append), docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/03-branding-creative/messaging-frameworks.md
Include/Skip Rationale: Refines baseline; keep messaging toned‑down in competitive doc to avoid hype.
Action: Append + Create new
Confidence: High
Source: archive/market_evolution_scenarios_updated.md:44–46
Theme: Scenario — OpenRouter compete vs partner
Summary: If OpenRouter launches wallet, lean on neutrality + breadth; alternatively partner post‑traction for distribution synergy.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/04-marketing-growth/partner-co-marketing.md, docs/02-market-competitive/competitive-landscape.md
Include/Skip Rationale: Mirrors baseline theme; include concise delta language and cross‑refs for execution pathways.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios_updated.md:50–52
Theme: Other pivots — Enterprise wallet; Crypto Plan B
Summary: Enterprise compliance wallet (SOC‑2/GCC) trades speed for defensibility; fallback to Web3 niche if fiat distribution stalls.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/08-operations/legal-compliance.md
Include/Skip Rationale: Complements baseline pivots; fold as concise bullets and link to compliance for depth.
Action: Create new + Mention
Confidence: Medium
Source: archive/market_evolution_scenarios_updated.md:56–60
Theme: Risk analysis (updated emphasis)
Summary: Distribution moat risk from incumbents; execution timing on fiat pivot; investor narrative risk from crypto‑first; overall failure likelihood low due to multiple pivots.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/00-command-center/exposure-risk-management.md
Include/Skip Rationale: Sharper articulation vs baseline; keep detailed matrices in exposure mgmt.
Action: Create new + Mention
Confidence: High
Source: archive/market_evolution_scenarios_updated.md:64–68
Theme: Success criteria (phased)
Summary: Phase 1 dev adoption → Phase 2 clean rebrand + fiat → Phase 3 strategic partnership → Phase 4 enterprise expansion.
Primary Targets: docs/02-market-competitive/market-evolution-scenarios.md (new)
Cross‑Refs: docs/00-command-center/metrics-dashboard.md, docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Adds measurable checkpoints; cross‑link metrics and launch plan for accountability.
Action: Create new + Mention
Confidence: High

Notes - Delta vs baseline: Use this updated file's crypto→fiat phasing, pivot clock, and success criteria to replace the corresponding baseline wording.

File: archive/distribution_strategy_updated.md

Intro - Nature: Updated version with significant additions including AI-generated podcasts, crypto/OSS community targeting, and refined rollout phases. - Approach: Document deltas vs baseline distribution_strategy.md; focus on net-new content and strategic refinements.

Delta Sections - Source: archive/distribution_strategy_updated.md:17–31 - Change Type: Addition - Baseline Ref: New section not present in original distribution_strategy.md - Theme: AI-generated podcasts as supporting channel - Summary: Weekly/bi-weekly AI-generated podcasts covering technical topics; scalable content with low founder time; repurposable across formats. - Impact on Targets: Adds new content-strategy dimension to docs/04-marketing-growth/content-strategy.md and docs/04-marketing-growth/distribution-strategy.md (new) - Cross‑Refs: docs/04-marketing-growth/launch-plan.md - Include/Skip Rationale: Novel, scalable tactic; clearly additive to content strategy. - Action: Create new + Append - Confidence: Medium

Source: archive/distribution_strategy_updated.md:34–38
Change Type: Addition
Baseline Ref: New crypto/OSS community focus not in baseline
Theme: Crypto/OSS community onboarding (South Asian focus)
Summary: Target underemployed but skilled OSS devs; position as easiest way to monetize AI apps; crypto-first narrative reduces friction.
Impact on Targets: Expands developer-marketing scope in docs/04-marketing-growth/developer-marketing.md and docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/02-market-competitive/market-entry-strategy.md (if created)
Include/Skip Rationale: Adds geographic/community targeting; strengthens crypto-first positioning.
Action: Append + Create new
Confidence: High
Source: archive/distribution_strategy_updated.md:41–45
Change Type: Clarification
Baseline Ref: Refines original 6-month rollout (lines 68–72 in baseline)
Theme: Layered rollout with 4 distinct phases
Summary: Phase 1 SDK/tutorials → Phase 2 podcasts/content → Phase 3 partnerships → Phase 4 fiat/enterprise; clearer sequencing vs baseline.
Impact on Targets: Updates timeline in docs/04-marketing-growth/launch-plan.md and docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/05-beta-partnerships/partner-onboarding.md
Include/Skip Rationale: Better structure for rollout; replaces baseline M1–M6 with clearer phases.
Action: Update existing mappings
Confidence: High
Source: archive/distribution_strategy_updated.md:49–53
Change Type: Addition
Baseline Ref: New risk dimensions not in baseline
Theme: Key risks (infra costs, content quality, fragmentation)
Summary: Coding agent scaling costs, AI podcast content quality requirements, and messaging fragmentation risks with mitigations.
Impact on Targets: Expands risk section in docs/00-command-center/exposure-risk-management.md and docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/01-product/mvp-specifications.md (usage caps)
Include/Skip Rationale: Adds podcast-specific and content-quality risks; strengthens risk posture.
Action: Append + Create new
Confidence: Medium
Source: archive/distribution_strategy_updated.md:56–60
Change Type: Addition
Baseline Ref: New success metrics not in baseline
Theme: Success metrics (4 categories)
Summary: Dev engagement (SDK downloads, stars), usage (API calls), content reach (views, downloads), community growth (contributions, hackathons).
Impact on Targets: Adds measurable KPIs to docs/00-command-center/metrics-dashboard.md and docs/04-marketing-growth/distribution-strategy.md (new)
Cross‑Refs: docs/00-command-center/current-sprint.md
Include/Skip Rationale: Provides concrete success criteria; supports data-driven GTM.
Action: Append + Create new
Confidence: High

Skipped Sections - Source: archive/distribution_strategy_updated.md:4–5 - Theme: Core objective (rephrased from baseline) - Rationale: Semantic rephrase of existing overview; no strategic change.

Source: archive/distribution_strategy_updated.md:9–14
Theme: Developer-first strategy (reordered baseline content)
Rationale: Same tactical elements as baseline, just reordered; no new mappings needed.

Notes - Overall Delta: Adds three net-new strategic dimensions (AI podcasts, crypto/OSS focus, metrics) while refining rollout structure and risks. - Impact on Proposed New Files: Enhances the docs/04-marketing-growth/distribution-strategy.md with podcast tactics, community targeting, and measurable KPIs.

File: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md

Intro - Nature: Comprehensive whitepaper with structured sections followed by extensive conversational content; contains core vision, architecture, market analysis, and strategic positioning. - Approach: Extract only the durable whitepaper sections (lines 1-149) using Whitepaper Extract schema; skip all conversational content and repetitive strategic discussions.

Sections - Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:3–17 - Theme: Executive summary and value proposition - Summary: AI Wallet as "Stripe-for-AI" - unified infrastructure layer for multi-provider AI services with billing, identity, and developer experience. - Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/01-product/vision.md (append core positioning) - Cross‑Refs: docs/01-product/technical-architecture.md - Include/Skip Rationale: Foundational positioning statement; essential whitepaper opening. - Action: Create new + Append - Confidence: High

Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:19–41
Theme: Core architecture components
Summary: Six-layer architecture: Gateway/API Layer, Provider Adapters, Billing & Usage Engine, Identity & Entitlements, Dashboard & Analytics, Partner & Marketplace Layer.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/01-product/technical-architecture.md (append architectural overview)
Cross‑Refs: docs/01-product/mvp-specifications.md
Include/Skip Rationale: Clean technical architecture; validates product structure without implementation detail.
Action: Create new + Append
Confidence: High
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:42–49
Theme: Target use cases and customer segments
Summary: ISVs/SaaS platforms, enterprises with multi-model strategies, data marketplaces, agile startups - each with specific value propositions.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/02-market-competitive/segment-analysis.md (append use case segmentation)
Cross‑Refs: docs/04-marketing-growth/channel-strategy.md
Include/Skip Rationale: Clear market segmentation; supports GTM and competitive positioning.
Action: Create new + Append
Confidence: High
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:50–63
Theme: Business model and go-to-market strategy
Summary: Transaction fees, platform subscriptions, marketplace commissions, value-added services; GTM via provider partnerships, developer communities, enterprise pilots.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/02-market-competitive/pricing-benchmarks.md (append revenue model)
Cross‑Refs: docs/04-marketing-growth/distribution-strategy.md
Include/Skip Rationale: Clear monetization strategy; supports fundraising and market analysis.
Action: Create new + Append
Confidence: High
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:65–72
Theme: Competitive differentiation and defensibility
Summary: API standardization, network effects, deep analytics, compliance/security, ecosystem lock-in as key moats.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/02-market-competitive/competitive-landscape.md (append differentiation)
Cross‑Refs: docs/08-operations/legal-compliance.md
Include/Skip Rationale: Strategic positioning; strengthens competitive analysis.
Action: Create new + Append
Confidence: High
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:74–80
Theme: Risk analysis and mitigation strategies
Summary: Provider lock-in, regulatory changes, margin compression, technical complexity with specific mitigations.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/00-command-center/exposure-risk-management.md (append strategic risks)
Cross‑Refs: docs/08-operations/legal-compliance.md
Include/Skip Rationale: High-level risk posture; complements detailed risk management.
Action: Create new + Append
Confidence: Medium
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:82–88
Theme: Product roadmap and development milestones
Summary: MVP release, beta partner program, advanced features, global expansion in four phases.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/01-product/roadmap.md (create if needed, else append to vision)
Cross‑Refs: docs/00-command-center/current-sprint.md
Include/Skip Rationale: Clear product timeline; supports planning and investor narratives.
Action: Create new + Create new (optional)
Confidence: High
Source: archive/AI Wallet_ A Next-Generation Infrastructure for AI.md:95–119
Theme: Market opportunity analysis with TAM/SAM/SOM
Summary: Intersection of IAM ($20B), API management ($7.7B), and AI infrastructure ($136B) markets; SOM of $500M by 2028 targeting 2% of SAM.
Primary Targets: docs/01-product/whitepaper/ai-wallet-whitepaper.md (new), docs/02-market-competitive/market-sizing-notes.md (append methodology)
Cross‑Refs: docs/07-fundraising/pitch-decks.md
Include/Skip Rationale: Defensible market sizing with sources; essential for investor materials.
Action: Create new + Append
Confidence: High

Skips - Source: Lines 150+ (majority of file) - Theme: Conversational Q&A, strategic pivots, funding discussions, competitive analysis, implementation details - Rationale: While containing valuable insights, this is conversational content not suitable for whitepaper extraction; relevant insights should be extracted separately into focused strategic documents rather than diluting the whitepaper.

Proposed New Files (deferred until mapping is approved) - docs/01-product/whitepaper/ai-wallet-whitepaper.md — Consolidated whitepaper with 8 extracted sections: vision, architecture, use cases, business model, differentiation, risks, roadmap, market opportunity. - docs/02-market-competitive/market-sizing-notes.md (optional) — Methodology, sources, and assumptions behind TAM/SAM/SOM calculations.

Overall: Extract comprehensive whitepaper content establishing AI Wallet's strategic foundation, technical architecture, and market opportunity. Create canonical whitepaper document while reinforcing existing vision and technical specifications with authoritative positioning.

File: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md

Intro - Nature: Product strategy thesis comparing agentic AI hype vs micro-app viability; detailed market research supporting AI Wallet's micro-app positioning; expert validation of the product thesis. - Approach: Extract expert analysis and research backing for AI Wallet's strategic positioning; focus on citable data points and third-party validation that strengthens investor narratives.

Sections - Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:12–18 - Theme: VC Hype vs Production Reality - Summary: VC over-investment in agentic platforms with 45% CAGR projections vs Gartner's prediction that 40% of projects will be canceled by 2027 due to hype and unclear business value. - Primary Targets: docs/02-market-competitive/funding-landscape.md (new) - Cross‑Refs: docs/01-product/vision.md (supports positioning) - Include/Skip Rationale: Critical market intelligence for fundraising positioning; validates contrarian strategy. - Action: Create new - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:20–29
Theme: Agent Reliability Research
Summary: Comprehensive evidence of agent unreliability including 58-82% hallucination rates in legal QA, tool selection failures, and unpredictable behavior from minor prompt changes.
Primary Targets: docs/02-market-competitive/technical-risk-analysis.md (new)
Cross‑Refs: docs/01-product/risks-challenges.md
Include/Skip Rationale: Technical validation of product thesis; essential for investor due diligence.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:31–36
Theme: Zapier/Make Parallel
Summary: Historical analogy to automation platform failures where "do-anything" promises failed in practice due to brittle, bespoke requirements.
Primary Targets: docs/02-market-competitive/market-patterns.md (new)
Cross‑Refs: docs/07-fundraising/thesis-defensibility.md
Include/Skip Rationale: Strong historical precedent supporting product positioning; valuable for narrative defense.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:38–49
Theme: Micro-App Success Evidence
Summary: Research backing narrow, scoped AI applications with successful production deployments achieving 1.5% hallucination rates and 3.5% omission rates in clinical settings through narrow domains and extensive QA.
Primary Targets: docs/01-product/architecture.md (append to Design Principles)
Cross‑Refs: docs/09-research/reliability-research.md (new)
Include/Skip Rationale: Directly validates AI Wallet's architectural approach; critical for technical credibility.
Action: Append + Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:51–62
Theme: Consumer Adoption Gap
Summary: Market reality check documenting gap between VC narratives and actual consumer adoption, with traction only in vertical agents (voice support, coding copilots) rather than general-purpose agents.
Primary Targets: docs/02-market-competitive/market-trends.md (new)
Cross‑Refs: docs/04-marketing-growth/positioning.md
Include/Skip Rationale: Market validation for targeting vertical micro-apps; supports GTM strategy.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:64–91
Theme: AI Wallet Strategic Positioning
Summary: Comprehensive analysis of how AI Wallet should position as "agent-agnostic infrastructure" for thousands of small, dependable AI utilities rather than betting on general agents.
Primary Targets: docs/01-product/positioning.md (new), docs/07-fundraising/thesis-defensibility.md (append)
Cross‑Refs: docs/03-branding-creative/messaging.md
Include/Skip Rationale: Core strategic positioning document; directly shapes product and fundraising narratives.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:93–107
Theme: Expert Verdict Summary
Summary: Scored validation of the product thesis with specific recommendations for positioning AI Wallet as realistic and fundable in current market conditions.
Primary Targets: docs/07-fundraising/elevator-pitches.md (append to Positioning section)
Cross‑Refs: docs/01-product/vision.md
Include/Skip Rationale: Concise expert validation perfect for investor materials; strong credibility booster.
Action: Append
Confidence: High

Skips - Source: archive/AI_Wallet_Topical_Threads/agents-vs-microapps.md:1–11 - Theme: User question setup and ChatGPT introduction - Rationale: Conversational setup and context; no strategic content requiring migration. - Source: User anecdotes about VR stable diffusion app (embedded in various sections) - Theme: Personal example validation - Rationale: While illustrative, the research citations and expert analysis provide stronger validation than personal anecdotes.

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/funding-landscape.md — VC investment patterns vs reality in agentic AI, including failure predictions and market correction analysis. - docs/02-market-competitive/technical-risk-analysis.md — Research-backed analysis of agent reliability issues and technical limitations. - docs/02-market-competitive/market-patterns.md — Historical parallels and market patterns for technology hype cycles. - docs/01-product/positioning.md — Strategic positioning document defining AI Wallet's agent-agnostic infrastructure approach. - docs/09-research/reliability-research.md — Research compendium on AI system reliability and successful deployment patterns.

Overall: Extract comprehensive strategic validation and market research supporting AI Wallet's micro-app thesis vs agentic AI hype. Create 5 new focused strategic documents and append validation to existing product positioning, strengthening both investor narratives and technical credibility.

File: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md

Intro - Nature: Comprehensive research document on GCC funding opportunities with three distinct parts: initial funding program listings, detailed GCC funding analysis, and AI wallet project explanation. Contains extensive source citations and strategic funding pathway recommendations. - Approach: Extract actionable funding intelligence and create strategic partnership roadmap; skip raw program listings without strategic context, and conversational Q&A sections.

Sections - Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:23–62 - Theme: Saudi Arabia core funding programs (SDAIA, PIF, HUMAIN, Monsha'at, KAUST, NEOM) - Summary: Overview of major Saudi funding initiatives with investment sizes ($10B HUMAIN, $20B SDAIA), strategic focus areas, and specific AI infrastructure alignment opportunities. - Primary Targets: docs/07-fundraising/gcc-funding-saudi.md (new), docs/05-beta-partnerships/strategic-alliances.md (append partnership opportunities) - Cross‑Refs: docs/07-fundraising/investor-outreach.md - Include/Skip Rationale: Critical fundraising intelligence with specific program details and investment amounts; creates actionable Saudi funding roadmap. - Action: Create new + Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:63–102
Theme: UAE funding programs (Dubai RDI, Dubai Future Foundation, Dubai 2030 vision)
Summary: Dubai's AI funding ecosystem with RDI grants ($136K-$408K), Dubai Future Foundation programs, and $64B economic impact projection from AI by 2030.
Primary Targets: docs/07-fundraising/gcc-funding-uae.md (new), docs/05-beta-partnerships/strategic-alliances.md (append UAE partnerships)
Cross‑Refs: docs/02-market-competitive/market-sizing-notes.md
Include/Skip Rationale: Complementary UAE funding landscape; provides geographic diversification and specific grant deadlines/requirements.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:103–126
Theme: Strategic alignment and application strategy for AI wallet projects
Summary: Priority sectors (financial innovation, government digitization, smart cities), application requirements (local incorporation, research partnerships, government pilots), and positioning guidance for Vision 2030/Dubai 2030 alignment.
Primary Targets: docs/07-fundraising/gcc-application-strategy.md (new), docs/08-operations/legal-compliance.md (append GCC compliance requirements)
Cross‑Refs: docs/05-beta-partnerships/pilot-programs.md
Include/Skip Rationale: Actionable playbook for GCC market entry with specific legal requirements and partnership strategies; critical for execution.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:127–142
Theme: Investment climate and timeline considerations
Summary: GCC investment strength ($1.34B Saudi H1 2025, $23B UAE foreign tech investment), active program deadlines (Dubai RDI May 30, SDAIA Sandbox July 31), and networking events (Dubai AI Week April 21-25).
Primary Targets: docs/07-fundraising/gcc-funding-timeline.md (new), docs/00-command-center/current-sprint.md (append funding deadlines)
Cross‑Refs: docs/05-beta-partnerships/networking-events.md
Include/Skip Rationale: Time-sensitive funding deadlines and event opportunities; essential for tactical planning and momentum building.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:270–284
Theme: Executive summary and funding potential analysis
Summary: Comprehensive overview of $12B+ GCC funding opportunities, optimal multi-tier strategy, and $1M-$2.1M potential funding over 18 months across 15 analyzed programs.
Primary Targets: docs/07-fundraising/gcc-executive-summary.md (new), docs/07-fundraising/pitch-decks.md (append "GCC funding strategy" section)
Cross‑Refs: docs/02-market-competitive/market-sizing-notes.md
Include/Skip Rationale: High-impact executive summary with compelling figures; perfect for investor communications and strategic planning.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:285–351
Theme: Tier 1 priority funding targets with detailed analysis
Summary: Deep analysis of 4 high-priority programs: SDAIA Regulatory Sandbox ($200K-$400K), SDAIA National AI Strategy ($2M-$5M), KAUST Innovation Fund ($500K-$1M), and Polygon AI Grant ($25K-$50K) with success probabilities and requirements.
Primary Targets: docs/07-fundraising/gcc-tier1-targets.md (new), docs/00-command-center/exposure-risk-management.md (append funding success factors)
Cross‑Refs: docs/05-beta-partnerships/technology-partners.md
Include/Skip Rationale: Detailed analysis of immediate action items with specific grant requirements and positioning strategies; critical for near-term funding execution.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:410–433
Theme: Strategic funding pathway recommendation (3-phase approach)
Summary: Phase 1: Foundation building ($225K-$450K), Phase 2: Scale with traction ($700K-$1.35M), Phase 3: Major scale funding ($100K-$5M) with combined potential of $1M-$6.8M over 18 months.
Primary Targets: docs/07-fundraising/gcc-funding-roadmap.md (new), docs/01-product/roadmap.md (append funding milestones)
Cross‑Refs: docs/07-fundraising/financial-model.md
Include/Skip Rationale: Clear, actionable funding roadmap with specific targets and timelines; essential for strategic planning and runway management.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/GCC Funding Opportunities for AI Wallet Projects.md:437–475
Theme: Critical success factors for GCC funding
Summary: Local presence requirements, technical readiness standards, market positioning strategy, regulatory compliance framework, and strategic partnership development with specific metrics and requirements.
Primary Targets: docs/07-fundraising/gcc-success-factors.md (new), docs/08-operations/legal-compliance.md (append GCC compliance)
Cross‑Refs: docs/05-beta-partnerships/partner-evaluation.md
Include/Skip Rationale: Comprehensive success framework with specific requirements; critical for funding application preparation and competitive positioning.
Action: Create new + Append
Confidence: High

Skips - Source: Lines 1-19 (initial accelerator/grant listings without context) - Theme: Basic program links and general funding guide references - Rationale: Generic listings without strategic analysis or AI wallet-specific insights; the detailed analysis sections provide much more value. - Source: Lines 229-268 (AI wallet project explanation Q&A) - Theme: Basic project description and architecture overview - Rationale: Conversational explanation duplicating content already captured in the whitepaper extraction; better suited for product documentation than fundraising materials. - Source: Lines 479-504 (grant size analysis table and conclusion) - Theme: Statistical analysis and summary conclusions - Rationale: Analytical content that's useful but better integrated into the strategic documents rather than as standalone sections.

Proposed New Files (deferred until mapping is approved) - docs/07-fundraising/gcc-funding-saudi.md — Saudi Arabia funding programs overview with investment sizes, strategic focus areas, and application requirements. - docs/07-fundraising/gcc-funding-uae.md — UAE funding opportunities including Dubai RDI grants, Dubai Future Foundation programs, and timeline considerations. - docs/07-fundraising/gcc-application-strategy.md — Strategic playbook for GCC market entry with legal requirements, partnership strategies, and Vision alignment. - docs/07-fundraising/gcc-funding-timeline.md — Time-sensitive funding deadlines, networking events, and investment climate overview with actionable dates. - docs/07-fundraising/gcc-executive-summary.md — High-impact summary of $12B+ GCC funding opportunities and strategic positioning for investors. - docs/07-fundraising/gcc-tier1-targets.md — Detailed analysis of 4 priority funding programs with requirements, success probabilities, and positioning strategies. - docs/07-fundraising/gcc-funding-roadmap.md — 3-phase funding pathway with specific targets, timelines, and combined $1M-$6.8M potential. - docs/07-fundraising/gcc-success-factors.md — Critical success factors framework including local presence, technical readiness, and partnership requirements.

Overall: Extract actionable GCC funding intelligence with $12B+ opportunity analysis and immediate application deadlines. Create comprehensive funding roadmap with 8 new strategic documents covering Saudi/UAE programs, application strategies, timelines, and success factors for accelerated market entry.

File: archive/AI_Wallet_Topical_Threads/micro-apps.md

Intro - Nature: Comprehensive micro-app ecosystem strategy with 18 specific hyperlocal use cases across entertainment, retail, services, and education sectors. Strong validation for AI Wallet positioning as infrastructure rails enabling thousands of tiny, specialized AI utilities that wouldn't be viable without shared auth/billing/AI layers. - Approach: Extract concrete use case examples and business model analysis that validates ecosystem approach; focus on strategic verticals and economic viability evidence for investor narratives.

Sections

Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:12–18
Theme: Micro-app ecosystem opportunity analysis
Summary: SMEs and micro-businesses want AI but struggle with integration, payments, and trust barriers; missing piece is cheap auth + AI + billing at tiny scales.
Primary Targets: docs/04-marketing-growth/micro-app-ecosystem.md (new), docs/01-product/use-cases.md
Cross‑Refs: docs/02-market-competitive/customer-segments.md
Include/Skip Rationale: Foundational strategic analysis that validates ecosystem wedge vs single-app competitors.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:19–35
Theme: Entertainment and events value proposition
Summary: AR/VR + events booming as engagement tools but usually big-budget custom builds; pop-up AR/AI experiences at fairs & malls need shared infrastructure.
Primary Targets: docs/02-market-competitive/verticals/events-entertainment.md (new)
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Connects to user's VR/AR background, validates entertainment wedge with concrete examples.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:39–50
Theme: Instant Stall Menu for night markets
Summary: QR/NFC menu overlay for street food vendors providing translations, allergen info, and pre-ordering; solves tourist communication and vendor tech adoption.
Primary Targets: docs/02-market-competitive/verticals/micro-retail-street-markets.md (new)
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Excellent concrete example with clear pain point, solution, and business model.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:52–63
Theme: Event Quest Engine for small festivals
Summary: AI-driven scavenger hunts and interactive quests for local festivals; reuses same engine across events with AI Wallet handling identity and rewards.
Primary Targets: docs/02-market-competitive/verticals/events-entertainment.md
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Strong reusable business model with clear event organizer customer segment.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:65–76
Theme: Micro-Tour Guide for One Neighborhood
Summary: Location-aware AI guide for hyperlocal storytelling; allows local historians to monetize neighborhood knowledge without building full SaaS.
Primary Targets: docs/02-market-competitive/verticals/local-services-bureaucracy.md (new)
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Perfect example of micro-entrepreneur enablement through AI Wallet infrastructure.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:78–89
Theme: Visa & Bureaucracy Helper for specific cities/consulates
Summary: Hyperlocalized document assistance for migrants and small businesses; makes city-specific bureaucracy navigable through AI workflows.
Primary Targets: docs/02-market-competitive/verticals/local-services-bureaucracy.md
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: High-value use case with clear willingness to pay and demonstrated need.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:91–101
Theme: Clinic Door Triage Tablet for GP practices
Summary: Simple kiosk for patient symptom collection and queue management; solves reception overload in small clinics with minimal infrastructure.
Primary Targets: docs/02-market-competitive/verticals/healthcare-triage.md (new)
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Healthcare is high-value but requires compliance review; include as strategic vertical example.
Action: Create new
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:103–117
Theme: Hyperlocal Exam Prep Bots
Summary: Curriculum-specific AI tutors for state exams and local boards; enables teachers to monetize targeted expertise without building SaaS infrastructure.
Primary Targets: docs/02-market-competitive/verticals/education-community.md (new)
Cross‑Refs: docs/04-marketing-growth/micro-app-ecosystem.md
Include/Skip Rationale: Strong recurring revenue potential with clear customer segment and willingness to pay.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:266–291
Theme: Economic and technical analysis of micro-app viability
Summary: Detailed breakdown of how AI Wallet changes economics for micro-apps through shared infrastructure, reduced fixed costs, and viable micro-economics.
Primary Targets: docs/04-marketing-growth/micro-app-ecosystem.md, docs/01-product/developer-economics.md
Cross‑Refs: docs/07-fundraising/market-size.md
Include/Skip Rationale: Critical business model validation and investor messaging content.
Action: Create new
Confidence: High

Skipped Sections

Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:119–154
Theme: Additional micro-app examples (creative, agricultural, domestic)
Summary: Micro-agency brand kit generator, market-day price whisperer for farmers, domestic helper co-pilot.
Include/Skip Rationale: Skip - valuable examples but less strategic than core 8 selected; include in appendix of ecosystem doc.
Action: Skip
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:155–190
Theme: E-commerce enablement tools
Summary: Safe marketfront for women-led businesses, export translation studio, NGO grant helper.
Include/Skip Rationale: Skip - good examples but overlapping with other documented use cases; better consolidated.
Action: Skip
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/micro-apps.md:191–265
Theme: Remaining sector-specific applications
Summary: 7 additional examples across teachers, shops, furniture, rituals, migrants, civic complaints.
Include/Skip Rationale: Skip - valid examples but would create overly granular mapping; better grouped by sector.
Action: Skip
Confidence: High

Proposed New Files - docs/04-marketing-growth/micro-app-ecosystem.md — Comprehensive micro-app strategy framework with all 18 examples and economic analysis. - docs/02-market-competitive/verticals/micro-retail-street-markets.md — Night markets, street food vendors, pop-up shops use cases. - docs/02-market-competitive/verticals/events-entertainment.md — Festivals, venues, AR/VR entertainment experiences. - docs/02-market-competitive/verticals/local-services-bureaucracy.md — Visa helpers, clinic triage, complaint routing tools. - docs/02-market-competitive/verticals/education-community.md — Exam prep, grant helpers, after-school tools for teachers and students.

Overall: Successfully strengthens AI Wallet's positioning by providing concrete use cases across entertainment, retail, services, education, and community sectors, demonstrating broad market applicability and clear value proposition for micro-app ecosystem strategy.

File: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md

Intro - Nature: Technical documentation on OpenRouter's API key management system, including provisioning endpoints, per-key limits, ephemeral key creation, and backend automation flows. - Approach: Extract implementation guidance for AI Wallet's technical architecture, focusing on key management patterns, security considerations, and integration approaches.

Sections - Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:5–37 - Theme: OpenRouter key management capabilities overview - Summary: Comprehensive feature set including provisioning API keys, multiple keys per account, per-key credit limits, backend automation, BYOK support, and organization contexts. - Primary Targets: docs/01-product/technical-architecture.md (append "OpenRouter Integration" section), docs/08-operations/api-management.md (new) - Cross‑Refs: docs/05-beta-partnerships/provider-integration.md - Include/Skip Rationale: Critical technical implementation details for AI Wallet's infrastructure; provides concrete integration patterns. - Action: Create new + Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:39–51
Theme: Ephemeral and per-session key implementation design
Summary: Implementation patterns for creating session-specific API keys with descriptive names, credit limits, and lifecycle management for multi-tenant scenarios.
Primary Targets: docs/01-product/technical-architecture.md (add "Session Management" subsection), docs/08-operations/security-practices.md (append)
Include/Skip Rationale: Directly applicable to AI Wallet's multi-tenant architecture and per-app billing requirements.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:54–62
Theme: Account structure and multi-key organization
Summary: How one account manages multiple independent keys with shared credit pools, organization billing, and per-app spend controls.
Primary Targets: docs/08-operations/api-management.md (add "Account Organization" section)
Include/Skip Rationale: Essential for understanding billing architecture and cost allocation strategies.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:64–76
Theme: Limitations and operational considerations
Summary: Rate limits for free models, global capacity constraints, administrative overhead, security concerns, and model-specific constraints for production deployment.
Primary Targets: docs/08-operations/api-management.md (add "Constraints and Limitations" section), docs/01-product/risk-assessment.md (append technical risks)
Include/Skip Rationale: Critical for production planning and risk mitigation; helps set realistic expectations.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:78–111
Theme: Backend implementation flow without UI
Summary: Complete REST API workflow for programmatic key creation, usage monitoring, and deactivation without requiring OpenRouter UI interactions.
Primary Targets: docs/08-operations/api-management.md (add "Implementation Flow" section with code examples)
Include/Skip Rationale: Provides concrete implementation guidance for AI Wallet's backend services.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:126–139
Theme: Platform use case application
Summary: Specific application for cooking platform scenario, demonstrating per-creator key provisioning, usage monitoring, and spend isolation.
Primary Targets: docs/05-beta-partnerships/use-cases.md (add "Creator Platform" example), docs/04-marketing-growth/use-case-examples.md (append)
Include/Skip Rationale: Concrete example that can be adapted for AI Wallet's target verticals.
Action: Append
Confidence: Medium

Skips - Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:114–125 - Theme: Q&A format repetition of earlier content - Rationale: Duplicates information already covered in previous sections; no new technical insights.

Source: archive/AI_Wallet_Topical_Threads/openrouter-key-management.md:143–155
Theme: Summary conclusion and references
Rationale: Generic conclusion and external links; better captured in technical implementation sections.

Proposed New Files (deferred until mapping is approved) - docs/08-operations/api-management.md — OpenRouter integration guide covering key provisioning, session management, constraints, security practices, and implementation flows. - docs/01-product/technical-architecture.md — Updated with OpenRouter integration patterns for multi-tenant key management and billing.

Overall: Provides essential technical implementation guidance for AI Wallet's core infrastructure, covering OpenRouter key management, session handling, security considerations, and production deployment constraints.

File: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md

Intro - Nature: Comprehensive competitive landscape analysis mapping direct infra competitors, consumer AI superapps, agentic wallet players, and emerging threats to AI Wallet's positioning. - Approach: Extract strategic intelligence on competitive threats, white space opportunities, positioning adjustments, and defensive strategies for market differentiation.

Sections - Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:14–26 - Theme: AI Wallet positioning definition and analysis framework - Summary: Clear definition of AI Wallet as horizontal infra layer with unified auth, billing, and interface-agnostic capabilities across chat, web, native apps, and physical/NFC use cases. - Primary Targets: docs/02-market-competitive/competitive-positioning.md (append "Positioning Framework" section), docs/01-product/vision.md (refine positioning statement) - Cross‑Refs: docs/01-product/technical-architecture.md, docs/04-marketing-growth/differentiation.md - Include/Skip Rationale: Establishes clear competitive analysis framework and positioning anchors for all subsequent strategy. - Action: Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:27–40
Theme: End-user vs developer priorities and needs analysis
Summary: Clear breakdown of what end-users (single identity, predictable spend, trust, interface freedom) and developers (SDK, offloaded auth/billing, governance, monetization) actually need.
Primary Targets: docs/01-product/user-needs.md (new), docs/01-product/developer-needs.md (new)
Include/Skip Rationale: Fundamental product requirements that should drive all product decisions and competitive positioning.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:41–81
Theme: Direct infra competitors (LLM gateways and routers)
Summary: Detailed analysis of OpenRouter, Portkey, and LiteLLM with PMF threat levels, overlap scoring, and specific integration/partnership strategies.
Primary Targets: docs/02-market-competitive/competitor-analysis.md (append "Direct Infra Competitors" section), docs/05-beta-partnerships/provider-integration.md (update partnership strategies)
Cross‑Refs: docs/01-product/technical-architecture.md, docs/08-operations/vendor-management.md
Include/Skip Rationale: Critical competitive intelligence with actionable strategies for positioning against major gateway players.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:82–128
Theme: Agentic wallet and trust-layer players (closest conceptually)
Summary: Analysis of Synergy Wallet, Inrupt, Nuggets, and agentic commerce standards (ACK, Stripe, Google AP2) with very high overlap in payments and identity for AI agents.
Primary Targets: docs/02-market-competitive/competitor-analysis.md (add "Agentic Wallet Competitors" section), docs/01-product/trust-architecture.md (new)
Cross‑Refs: docs/08-operations/compliance.md, docs/07-fundraising/market-timing.md
Include/Skip Rationale: Direct competitive threats to AI Wallet's core value proposition; requires strategic positioning responses.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:129–166
Theme: Consumer AI superapps and marketplaces (Poe, Perplexity, ChatGPT)
Summary: Analysis of consumer-focused AI platforms that own end-user relationships and could expand into wallet territory with high threat levels if they introduce external SDKs.
Primary Targets: docs/02-market-competitive/competitor-analysis.md (add "Consumer Superapps" section), docs/04-marketing-growth/differentiation.md (append competitive advantages)
Include/Skip Rationale: Major competitive threats that could undermine AI Wallet's consumer positioning; requires clear differentiation strategy.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:167–181
Theme: Workplace superapps and enterprise AI wallets
Summary: Analysis of enterprise-focused platforms (Lark, Notion, Slack, M365) that create org-scoped AI wallets and internal governance solutions.
Primary Targets: docs/02-market-competitive/verticals/enterprise.md (add "Workplace Superapps" subsection), docs/05-beta-partnerships/enterprise-sales.md (append positioning)
Include/Skip Rationale: Important enterprise competitive landscape that affects go-to-market and partnership strategies.
Action: Append
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:197–223
Theme: White space and emerging gaps for AI Wallet differentiation
Summary: Identifies 6 key white spaces: interface-agnostic wallet, machines as first-class users, cross-app memory, neutral standards implementation, physical-world deployments, and developer monetization.
Primary Targets: docs/02-market-competitive/competitive-advantages.md (new), docs/01-product/differentiation-strategy.md (new)
Cross‑Refs: docs/04-marketing-growth/value-proposition.md, docs/07-fundraising/market-opportunity.md
Include/Skip Rationale: Critical strategic insights for positioning and differentiation; forms foundation of competitive moat strategy.
Action: Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:224–236
Theme: Threat ranking and competitive positioning
Summary: Condensed threat matrix with Very High/High/Medium/Low rankings for Poe, Perplexity, Nuggets, OpenRouter, and others with specific risk levels.
Primary Targets: docs/07-fundraising/competitive-risk-analysis.md (new), docs/02-market-competitive/competitor-analysis.md (add threat matrix)
Include/Skip Rationale: Essential investor-ready competitive risk assessment with clear priority ranking.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:237–276
Theme: Short and medium-term positioning strategies and moat building
Summary: Concrete strategies for 0-18 months (gateway partnerships, NFC wedge, developer SDK) and 18-36 months (standards anchoring, memory moat, regional sector deployments).
Primary Targets: docs/04-marketing-growth/positioning-strategy.md (new), docs/07-fundraising/roadmap.md (append competitive positioning)
Cross‑Refs: docs/05-beta-partnerships/partnership-strategy.md, docs/01-product/technical-roadmap.md
Include/Skip Rationale: Actionable strategic guidance for building competitive moats and market positioning against identified threats.
Action: Create new + Append
Confidence: High

Skips - Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:1–13 - Theme: User setup and context for analysis - Rationale: Meta-conversation setup; no strategic content for migration.

Source: archive/AI_Wallet_Topical_Threads/competitor-analysis-09nov.md:182–196
Theme: Crypto/IoT device payment wallets (emerging adjacent space)
Rationale: Low-to-medium threat emerging area; strategic insights captured in other sections without needing dedicated mapping.

Proposed New Files (deferred until mapping is approved) - docs/01-product/user-needs.md — End-user priority analysis covering identity, spend controls, trust, and interface freedom requirements. - docs/01-product/developer-needs.md — Developer priority analysis covering SDK, auth/billing offloading, governance, and monetization needs. - docs/01-product/trust-architecture.md — Trust and security architecture for agentic wallet positioning against Nuggets, Inrupt, and Synergy. - docs/02-market-competitive/competitive-advantages.md — White space analysis and differentiation strategy focusing on interface-agnostic capabilities and IoT deployments. - docs/01-product/differentiation-strategy.md — Comprehensive differentiation strategy against consumer superapps, gateway providers, and agentic wallet competitors. - docs/04-marketing-growth/positioning-strategy.md — Short and medium-term positioning strategies for building competitive moats and market share. - docs/07-fundraising/competitive-risk-analysis.md — Investor-ready threat matrix and competitive risk assessment with mitigation strategies.

Overall: Provides critical competitive intelligence with detailed threat analysis, white space identification, and actionable positioning strategies for AI Wallet's market differentiation and competitive moat building.

File: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md

Intro - Nature: Strategic guidance for YC application development, including demo specifications, application framing, and acceptance probability assessment based on 2025 AI investment trends and YC priorities. - Approach: Extract actionable YC application strategy, demo development guidance, and competitive positioning insights for successful YC W26 application.

Sections - Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:7–12 - Theme: YC strategy assessment and overall approach evaluation - Summary: Strategic assessment positioning YC as "cheap lottery ticket" with dual-track plan, clear positioning as "Stripe + OAuth for AI," and concrete MVP + design partner plan to counter solo founder and pre-MVP weaknesses. - Primary Targets: docs/07-fundraising/yc-application-strategy.md (append "Strategic Assessment" section), docs/07-fundraising/investor-outreach.md (update YC positioning) - Cross‑Refs: docs/04-marketing-growth/differentiation.md, docs/07-fundraising/fundraising-approach.md - Include/Skip Rationale: Validates current YC strategy approach and provides investor-savvy framing for applications. - Action: Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:32–57
Theme: YC application problem and solution framing
Summary: Specific guidance for crisp YC application answers: problem (developers rebuild auth/billing, users lack spend control), solution (cross-app wallet + login layer above OpenRouter), and concise character-limited descriptions.
Primary Targets: docs/07-fundraising/yc-application-strategy.md (add "Application Framing" subsection with specific text templates)
Include/Skip Rationale: Provides exact wording and positioning statements for successful YC application.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:58–83
Theme: YC traction presentation and execution speed demonstration
Summary: How to frame pre-MVP status with strong execution signals: architecture specifications, 3-day demo as speed proof, design partner pipeline, and concrete success criteria (3-5 apps, 50+ users, $1k+ volume).
Primary Targets: docs/07-fundraising/yc-application-strategy.md (add "Traction Framing" section), docs/07-fundraising/tracking-metrics.md (update YC-specific metrics)
Include/Skip Rationale: Critical for positioning pre-MVP status as strength rather than weakness with clear momentum indicators.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:108–145
Theme: YC demo requirements and core functionality showcase
Summary: Non-negotiable demo elements: login with AI Wallet button, visible balance movement, multi-model support, usage receipts, and cross-app wallet mechanics showing unified identity and spend tracking.
Primary Targets: docs/07-fundraising/demo-strategy.md (new), docs/05-beta-partnerships/design-partner-pilot.md (add demo requirements)
Cross‑Refs: docs/01-product/mvp-specifications.md, docs/04-marketing-growth/product-demo.md
Include/Skip Rationale: Essential guidance for building compelling YC demo that clearly demonstrates AI Wallet's core value proposition.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:170–189
Theme: YC 60-second video storyboard and narrative flow
Summary: Precise video structure: problem (juggling AI tabs/APIs), solution (wallet demo + receipts), explanation (neutral layer above gateways), and traction plan (solo founder speed + integration targets).
Primary Targets: docs/07-fundraising/demo-strategy.md (add "Video Storyboard" section), docs/03-branding-creative/pitch-narrative.md (append YC video guidance)
Include/Skip Rationale: Provides exact video structure and timing for maximum YC application impact.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:264–299
Theme: Two-surface demo architecture validation (wallet dashboard + external app)
Summary: Validation of two-component approach: AI Wallet dashboard (central view) and external demo app with SDK integration, demonstrating cross-app wallet value and unified spend tracking.
Primary Targets: docs/07-fundraising/demo-strategy.md (add "Architecture Overview" section), docs/01-product/technical-architecture.md (update demo architecture)
Include/Skip Rationale: Confirms demo architecture effectively demonstrates AI Wallet's core cross-app value proposition.
Action: Append
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:362–401
Theme: Must-have demo features vs nice-to-have scope management
Summary: Clear prioritization of essential demo features (wallet dashboard, SDK login button, streaming chat, balance tracking, usage receipts) versus cuttable items (fancy RAG, multiple apps, real billing).
Primary Targets: docs/07-fundraising/demo-strategy.md (add "Feature Prioritization" section), docs/01-product/mvp-specifications.md (update demo scope)
Include/Skip Rationale: Critical scope management guidance to ensure demo completion within 3-day timeline.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:471–486
Theme: 2025 AI investment landscape and YC batch composition analysis
Summary: Market context showing AI dominance (~$190B VC funding, 80-90% of YC companies are AI), with specific YC-backed infra examples (Mem0, Lark, Hyperbrowser) validating AI Wallet's market category.
Primary Targets: docs/07-fundraising/market-timing.md (append "2025 Investment Landscape"), docs/02-market-competitive/market-timing.md (update with latest data)
Include/Skip Rationale: Provides current market validation and YC portfolio context for positioning AI Wallet.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:515–536
Theme: AI Wallet positioning within AI infra landscape and YC validation
Summary: Strategic analysis positioning AI Wallet at intersection of AI infra, fintech payments, and AI governance, with YC-validated precedents from Mem0 (memory layer) and Lark (billing infra).
Primary Targets: docs/02-market-competitive/competitive-positioning.md (add "YC Validation" section), docs/07-fundraising/market-positioning.md (update investor positioning)
Include/Skip Rationale: Critical competitive positioning using successful YC precedents to validate AI Wallet's approach.
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:539–594
Theme: YC acceptance risks and competitive concerns
Summary: Detailed analysis of YC red flags: crowded competition (Lark, Mem0), distribution challenges, two-sided market complexity, and need for specific GTM wedge beyond "for everyone."
Primary Targets: docs/07-fundraising/competitive-risk-analysis.md (add "YC-Specific Risks" section), docs/07-fundraising/yc-application-strategy.md (add risk mitigation)
Include/Skip Rationale: Essential for anticipating and addressing YC partner objections during interviews.
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:596–614
Theme: Overall YC W26 acceptance assessment and success factors
Summary: Net assessment placing AI Wallet in "serious contender" category with strong thesis fit but requiring sharp wedge, specific GTM, and real traction evidence to compete against numerous AI infra pitches.
Primary Targets: docs/07-fundraising/yc-application-strategy.md (add "Success Probability Assessment"), docs/07-fundraising/fundraising-approach.md (update YC odds)
Include/Skip Rationale: Provides realistic acceptance assessment and focuses efforts on factors that actually move the needle for YC decisions.
Action: Create new + Append
Confidence: High

Skips - Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:1–6 - Theme: User setup and wiki link - Rationale: Meta-conversation setup; no strategic content for migration.

Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:84–107
Theme: Solo founder framing and next 100 days planning
Rationale: Basic YC application guidance; strategic insights captured in other sections.
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:192–230
Theme: 3-day development timeline and technical implementation details
Rationale: Implementation tactics; strategic guidance captured in demo strategy sections.
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:250–262
Theme: User demo plan confirmation and technical architecture
Rationale: User confirmation of approach; strategic insights captured in other sections.
Source: archive/AI_Wallet_Topical_Threads/yc-071125-chatgpt+.md:402–458
Theme: Technical implementation details and database schema
Rationale: Technical implementation tactics; better suited for technical documentation.

Proposed New Files (deferred until mapping is approved) - docs/07-fundraising/demo-strategy.md — Comprehensive YC demo strategy covering requirements, video storyboard, architecture, feature prioritization, and success metrics. - docs/07-fundraising/competitive-risk-analysis.md — YC-specific competitive risk assessment addressing crowded landscape, distribution challenges, and mitigation strategies.

Overall: Provides essential YC application strategy with detailed demo guidance, competitive positioning, market timing analysis, and realistic acceptance assessment for successful YC W26 application.

File: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md

Intro - Nature: Comprehensive Grok AI conversation covering AI Wallet concept development, competitive analysis, funding strategies, and technical implementation - Approach: Extract strategic insights on product positioning, competitive threats, market analysis, funding approaches, and technical architecture decisions

Sections - Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:9-58 - Theme: AI Wallet concept definition and initial positioning - Summary: Core concept development for unified AI authentication platform positioning as "Stripe for AI consumption" with SDK-first approach - Primary Targets: docs/01-product/vision.md, docs/01-product/positioning.md - Cross‑Refs: docs/02-market-competitive/market-analysis.md - Include/Skip Rationale: Foundational product vision; enhances positioning statement - Action: Append to existing + Append to existing - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:59-120
Theme: Competitive landscape analysis and differentiation strategy
Summary: Analysis of Perplexity, Poe, OpenRouter, and incumbent threats with positioning recommendations for AI Wallet differentiation
Primary Targets: docs/02-market-competitive/competitive-analysis.md, docs/02-market-competitive/differentiation-strategy.md
Cross‑Refs: docs/02-market-competitive/positioning-strategy.md
Include/Skip Rationale: Strong competitive intelligence; comprehensive market positioning
Action: Append to existing + Append to existing
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:174-250
Theme: Market opportunity analysis and revenue projections
Summary: Comprehensive market sizing, IAM market growth, and revenue potential analysis for AI authentication platforms
Primary Targets: docs/02-market-competitive/market-analysis.md, docs/07-fundraising/market-sizing.md
Cross‑Refs: docs/04-marketing-growth/tam-analysis.md
Include/Skip Rationale: Detailed market analysis with revenue projections; strengthens fundraising materials
Action: Append to existing + Append to existing
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:424-520
Theme: Pitch deck development and accelerator positioning
Summary: Complete AI Vault pitch framework for GCC enterprise focus with market opportunity, competitive positioning, and financial projections
Primary Targets: docs/07-fundraising/pitch-deck.md, docs/05-beta-partnerships/gcc-strategy.md
Cross‑Refs: docs/02-market-competitive/gcc-opportunities.md
Include/Skip Rationale: Comprehensive pitch framework; enhances GCC partnership strategy
Action: Append to existing + Append to existing
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:734-822
Theme: Incumbent risk assessment and competitive threat analysis
Summary: Detailed analysis of competitive threats from OpenAI, Anthropic, OpenRouter and strategic positioning for defense against incumbent moves
Primary Targets: docs/02-market-competitive/competitive-threats.md, docs/07-fundraising/risk-analysis.md
Cross‑Refs: docs/02-market-competitive/competitive-analysis.md
Include/Skip Rationale: Critical risk assessment; strengthens competitive positioning and investor risk mitigation
Action: Create new + Create new
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:823-902
Theme: Go-to-market strategy: enterprise vs consumer approaches
Summary: Strategic analysis of enterprise-first vs consumer-first approaches with timeline considerations and scaling strategies
Primary Targets: docs/04-marketing-growth/gtm-strategy.md, docs/05-beta-partnerships/enterprise-strategy.md
Cross‑Refs: docs/04-marketing-growth/consumer-strategy.md
Include/Skip Rationale: Strategic GTM framework; complements market entry strategies
Action: Append to existing + Append to existing
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:904-1069
Theme: GCC event integration and Riyadh use case development
Summary: Detailed use case development for Riyadh Season events with technical integration examples and implementation roadmap
Primary Targets: docs/05-beta-partnerships/riyadh-use-cases.md, docs/01-product/use-case-library.md
Cross‑Refs: docs/05-beta-partnerships/gcc-strategy.md
Include/Skip Rationale: Concrete use case development; supports GCC partnership implementation
Action: Create new + Append to existing
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:1216-1552
Theme: Vercel AI SDK integration and technical architecture decisions
Summary: Comprehensive analysis of Vercel AI SDK as foundation technology, architectural considerations, and implementation strategies
Primary Targets: docs/01-product/technical-architecture.md, docs/08-operations/technology-stack.md
Cross‑Refs: docs/01-product/technical-specifications.md
Include/Skip Rationale: Critical technical decision framework; guides architecture choices
Action: Append to existing + Append to existing
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:1553-2079
Theme: Startup funding strategy and MVP development cost optimization
Summary: Comprehensive startup funding program analysis and zero-cost MVP development strategy using credits and open-source tools
Primary Targets: docs/07-fundraising/startup-programs.md, docs/08-operations/budget-optimization.md
Cross‑Refs: docs/01-product/mvp-roadmap.md
Include/Skip Rationale: Essential funding and cost optimization guidance; critical for early-stage execution
Action: Create new + Create new
Confidence: High

Skips - Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:251-423 - Theme: Generated pitch deck content - skip actual pitch content, extract strategic insights only - Rationale: Skip generated pitch deck text as it's derivative; keep strategic positioning insights

Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet.md:521-733
Theme: Repetitive IP protection discussion and Antler application concerns
Rationale: Skip IP protection strategies already covered; focus on unique strategic insights

Proposed New Files (deferred until mapping is approved) - docs/07-fundraising/startup-programs.md — Comprehensive startup funding program guide including Google, AWS, Nvidia, and Microsoft credits eligibility and application strategies - docs/07-fundraising/risk-analysis.md — Competitive threat assessment framework focusing on incumbent risks and mitigation strategies - docs/08-operations/budget-optimization.md — Zero-cost MVP development strategies and funding program optimization - docs/02-market-competitive/competitive-threats.md — Detailed analysis of competitive threats from major AI incumbents and strategic positioning - docs/05-beta-partnerships/riyadh-use-cases.md — Riyadh Season event integration use cases with technical implementation examples

Overall: Strategic product development guidance covering competitive analysis, market positioning, technical architecture decisions, and startup funding optimization

File: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md

Intro - Nature: Continuation of AI Wallet development conversation with refined market data, updated pitch materials, GCC-focused GTM strategies, and additional competitive research - Approach: Extract improved market sizing data, GCC regional strategies, refined pitch narratives, and additional validation sources. Skip redundant conversations already captured in first grok-AIWallet.md mapping.

Sections - Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md:23–110 - Theme: Refined market sizing and validation data - Summary: Updated IAM market projections ($23B to $66B by 2034), AI-specific IAM subset ($8.7B to $51B), and API management market growth with specific citations and validation notes. - Primary Targets: docs/02-market-competitive/market-sizing-notes.md (append "Updated 2025 Market Projections" section), docs/07-fundraising/pitch-decks.md (update "Market Opportunity" slide with refined data) - Cross‑Refs: docs/07-fundraising/financial-model.md - Include/Skip Rationale: More current and detailed market validation with specific source citations improves existing market analysis - Action: Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md:111–190
Theme: Pitch deck refinement and data validation
Summary: Comprehensive validation of market data sources, IBM AI spending surge statistics, developer productivity loss metrics, and API management market projections with specific report citations.
Primary Targets: docs/07-fundraising/pitch-decks.md (add "Data Validation Sources" appendix), docs/02-market-competitive/validation-sources.md (new)
Cross‑Refs: docs/07-fundraising/investor-qa-prep.md
Include/Skip Rationale: Critical validation backup for investor due diligence and pitch credibility
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md:191–434
Theme: GCC/MENA regional GTM strategy and Antler residency positioning
Summary: Dubai/Riyadh launch strategy, GCC developer targeting, regional pilot programs, LEAP conference participation, MENAP residency alignment, and regional market opportunity framing.
Primary Targets: docs/04-marketing-growth/gcc-expansion-strategy.md (new), docs/07-fundraising/antler-residency-strategy.md (append "GCC Regional Focus" section)
Cross‑Refs: docs/05-beta-partnerships/mena-partnerships.md, docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Regional expansion strategy is net-new and critical for MENAP market entry
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md:435–495
Theme: Updated business model and monetization strategy
Summary: Refined pricing ($10/mo unlimited or $0.01/1K tokens), developer revenue sharing (5-10%), GCC pilot targeting, AWS marketplace scaling, and regional growth projections.
Primary Targets: docs/01-product/pricing-revenue-model.md (append "GCC Regional Pricing" section), docs/07-fundraising/financial-model.md (update assumptions)
Cross‑Refs: docs/04-marketing-growth/gcc-expansion-strategy.md
Include/Skip Rationale: Regional pricing refinements complement existing global model
Action: Append
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/grok-AIWallet2.md:2400–2499
Theme: Historical parallels and infrastructure layer justification
Summary: Strategic positioning using Stripe (2009) and AWS (2006) parallels, infrastructure layer timing arguments, and ecosystem explosion case studies for AI Wallet market timing.
Primary Targets: docs/02-market-competitive/historical-parallels.md (new), docs/07-fundraising/pitch-decks.md (add "Market Timing" section)
Cross‑Refs: docs/01-product/vision.md
Include/Skip Rationale: Strategic positioning framework strengthens investment thesis and market timing justification
Action: Create new + Append
Confidence: High

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/validation-sources.md — Comprehensive source validation and citation backup for investor due diligence - docs/04-marketing-growth/gcc-expansion-strategy.md — MENAP regional go-to-market strategy with local partnerships and pilot programs - docs/02-market-competitive/historical-parallels.md — Strategic analysis using successful infrastructure layer precedents (Stripe, AWS) for AI Wallet positioning

Overall: Enhanced market validation, GCC regional strategy, refined business modeling, and strategic positioning using historical infrastructure success patterns

File: archive/AI_Wallet_Topical_Threads/grok-china-chat.md

Intro - Nature: Strategic discussion exploring China-first market entry via WeChat Mini Programs SDK integration, analyzing technical feasibility, IP risks, monetization models, and geopolitical considerations - Approach: Extract China market entry strategy, WeChat integration framework, revenue models, risk assessment, and technical implementation guidance. Skip redundant strategy discussions already covered in other mappings.

Sections - Source: archive/AI_Wallet_Topical_Threads/grok-china-chat.md:1–11 - Theme: China-first vs Southeast Asia entry strategy comparison - Summary: Analysis of China market opportunity (597B RMB AI funding), talent pool advantages, IP theft risks (70-80% risk), and comparative analysis with Bali/SE Asia crypto stealth strategy - Primary Targets: docs/04-marketing-growth/china-market-entry.md (new), docs/02-market-competitive/regional-analysis.md (append "China vs SEA Strategy Comparison" section) - Cross‑Refs: docs/07-fundraising/investor-qa-prep.md - Include/Skip Rationale: Regional market entry strategy with specific risk assessment adds valuable strategic options beyond existing GCC focus - Action: Create new + Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/grok-china-chat.md:13–17
Theme: WeChat ecosystem and AI wallet market opportunity analysis
Summary: Market gap analysis showing lack of unified AI wallet in China, consumer digital wallet adoption patterns (95% WeChat usage), and platform fragmentation creating opportunity
Primary Targets: docs/04-marketing-growth/china-market-entry.md (append "WeChat Ecosystem Analysis" section), docs/02-market-competitive/competitive-gap-analysis.md (append "China Market Gaps")
Cross‑Refs: docs/01-product/product-differentiation.md
Include/Skip Rationale: Specific market opportunity analysis for China's unique ecosystem adds to competitive intelligence
Action: Append
Confidence: Medium
Source: archive/AI_Wallet_Topical_Threads/grok-china-chat.md:19–42
Theme: WeChat Mini Programs technical integration framework
Summary: Detailed SDK integration approach using Mini Programs, technical implementation (wx.request, wx.requestPayment APIs), viral distribution mechanics, and 1-3 week implementation timeline
Primary Targets: docs/01-product/integrations.md (append "WeChat Mini Programs Integration" section), docs/05-beta-partnerships/platform-partnerships.md (add WeChat partnership strategy)
Cross‑Refs: docs/01-product/technical-architecture.md
Include/Skip Rationale: Technical integration specifics for major platform are valuable for product development and partnership strategy
Action: Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/grok-china-chat.md:43–66
Theme: Monetization strategy and revenue models for WeChat middleware
Summary: Revenue projections (transaction fees, subscriptions, white-label licensing), realistic financial estimates ($85k Year One to $50M Year Two potential), and monetization mechanics specific to Chinese market
Primary Targets: docs/01-product/pricing-revenue-model.md (append "WeChat Monetization Strategy" section), docs/07-fundraising/financial-model.md (add China market scenario)
Cross‑Refs: docs/04-marketing-growth/china-market-entry.md
Include/Skip Rationale: Market-specific monetization models and financial projections enhance revenue strategy
Action: Append
Confidence: Medium

Skips - Source: archive/AI_Wallet_Topical_Threads/grok-china-chat.md:68–100 - Theme: General geopolitical discussion and US-China tech competition analysis - Rationale: Broad geopolitical context widely covered elsewhere; specific to AI Wallet positioning already captured in strategic sections

Proposed New Files (deferred until mapping is approved) - docs/04-marketing-growth/china-market-entry.md — Comprehensive China market entry strategy, WeChat integration, and risk mitigation approach

Overall: China market entry strategy with WeChat Mini Programs integration, technical implementation guidance, revenue models, and risk assessment for alternative expansion pathway

File: archive/AI_Wallet_Topical_Threads/coffee-shop-ideas.md

Intro - Nature: Ready-to-implement micro-applications for coffee shops and cafes, demonstrating practical AI Wallet use cases with clear value propositions and implementation guidance - Approach: Extract comprehensive micro-app catalog, pilot implementation plan, business case validation, and hospitality vertical playbook. Skip generic ideas already covered in other mappings.

Sections - Source: archive/AI_Wallet_Topical_Threads/coffee-shop-ideas.md:1–75 - Theme: Complete micro-applications catalog for hospitality vertical - Summary: 10 specific coffee shop micro-apps with detailed functionality (multilingual menus, QR ordering, loyalty, AR experiences, accessibility, events, subscriptions) and clear AI Wallet integration points - Primary Targets: docs/02-market-competitive/verticals/hospitality.md (new), docs/05-beta-partnerships/pilot-programs.md (append "Coffee Shop Pilot Package" section) - Cross‑Refs: docs/01-product/use-cases.md, docs/04-marketing-growth/customer-acquisition.md - Include/Skip Rationale: Hospitality vertical with detailed implementation scenarios provides concrete go-to-market playbook beyond generic use cases - Action: Create new + Append - Confidence: High

Source: archive/AI_Wallet_Topical_Threads/coffee-shop-ideas.md:76–101
Theme: Pilot implementation plan and success metrics
Summary: 2-week implementation timeline, 3-app pilot bundle (multilingual menu + QR ordering + loyalty), specific KPIs for LOIs (average ticket increase, repeat visits, referrals), and rollout strategy
Primary Targets: docs/05-beta-partnerships/pilot-programs.md (append "Hospitality Pilot Implementation" section), docs/07-fundraising/pilot-metrics.md (new)
Cross‑Refs: docs/04-marketing-growth/launch-plan.md
Include/Skip Rationale: Concrete pilot methodology with metrics provides template for rapid business development and investor validation
Action: Create new + Append
Confidence: High
Source: archive/AI_Wallet_Topical_Threads/coffee-shop-ideas.md:102–106
Theme: AI Wallet competitive advantage justification for SMB market
Summary: Technical comparison showing AI Wallet eliminates need for separate auth, loyalty, payments, translation, and analytics systems, reducing implementation from months to days
Primary Targets: docs/01-product/product-differentiation.md (append "SMB Integration Advantage" section), docs/02-market-competitive/competitive-gap-analysis.md (append "SMB Market Opportunity")
Cross‑Refs: docs/07-fundraising/investor-qa-prep.md
Include/Skip Rationale: Clear technical and business justification for AI Wallet's value proposition in underserved SMB market
Action: Append
Confidence: Medium

Proposed New Files (deferred until mapping is approved) - docs/02-market-competitive/verticals/hospitality.md — Complete hospitality vertical playbook with micro-applications catalog and implementation guidance - docs/07-fundraising/pilot-metrics.md — Standardized KPI framework and success metrics for pilot programs across verticals

Overall: Hospitality vertical market entry strategy with 10 ready-to-implement micro-applications, 2-week pilot plan, and clear business case for AI Wallet's integrated infrastructure advantage