AI Readiness maps how work actually moves through a business before anyone recommends AI, producing a human-reviewed operational baseline for responsible change.
Questionnaires miss handoffs, workarounds, access constraints, and key-person dependencies. Raw recordings create noise. AI-generated recommendations can sound certain before anyone has verified that the underlying workflow is correct.
The platform combines role-based intake, guided walkthrough capture, AI-assisted extraction, deterministic continuity checks, and a versioned Technical Review. Restricted observations remain separate from the client-facing map; AI never validates its own findings.
Capture roles, systems, dependencies, and known friction without treating answers as final truth.
Record how the work moves on screen with a reusable, guided one-monitor capture flow.
AI organizes evidence while uncertainty and source boundaries stay visible.
A reviewer approves the operational map before it becomes a client-facing artifact.
Cloudflare Pages and Functions serve public intake, protected administration, walkthrough capture, and client maps. D1 holds assessment evidence, review state, authentication, and publishing records; R2 carries temporary raw recordings; Queues and a dedicated Worker support long-running extraction. Gemini provides inference.
No real organization has completed the full assessment-to-reviewed-map journey yet. The product does not claim guaranteed savings, ROI, staffing change, compliance, or automatic decision-making. Its next gate is a complete external run.
Next in the portfolio / privacy-safe endpoint reflex
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