How to use it
- Describe your customer, problem, solution and revenue model.
- Review each generated section and replace assumptions with evidence.
- Confirm review before copying or downloading the draft.
AI Tools · Data flow disclosed · Beta
Build a structured first draft with assumptions, milestones and risks you can review and edit.
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Trust record
Browse AI Tools · Methodology · Sources
A quick guide
The answer is only useful when you know what it includes and what it leaves out.
Structured sections from user-entered facts; no market-size or competitor arithmetic is inferred.
Treat every paragraph as a question to validate with customers, records, quotes and primary sources.
Make it concrete
A food brand brief becomes an executive summary, problem, solution, revenue model, milestones and assumptions register.
Boundaries
Last reviewed 10 August 2026 · Formula version 1.0
Method & sources
The formula is deterministic and runs in your browser. Read the reference below for the method used by this tool.
KarobarKit controlled methodology · authoritative reference · Checked 10 August 2026
Supports: AI boundary · review-first export · deterministic fallback
Google AI for Developers · official reference · Checked 10 August 2026
Supports: structured response schema · server-side provider request
Groq · official reference · Checked 10 August 2026
Supports: structured response schema · server-side provider request
Ministry of Electronics and Information Technology · official reference · Checked 10 August 2026
Supports: privacy notice · consent · security and retention boundary
Google AI for Developers · official reference · Checked 10 August 2026
Supports: provider retention notice · data-control disclosure
Groq · official reference · Checked 10 August 2026
Supports: provider retention notice · data-control disclosure
Questions
It creates an editable first draft. Evidence, financials, citations and professional review are still required.
No. Export controls unlock only after you confirm that you reviewed the draft.
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Source register checked 10 August 2026.
Phase 6 AI beta
With consent, these fields are sent to the server gateway: Working business name, Industry or category, Target customer, Problem to solve, Proposed solution, Initial region (optional), Revenue model, First-year goal (optional), Milestones (optional), Constraints or risks (optional). Known contact and tax-ID patterns are redacted; confidential financial identifiers and credentials are rejected. Checking the configured provider… Review provider data controls before sharing sensitive business context: Gemini data controls and Groq data controls.
Complete the brief, accept the data-use notice and generate a first draft. You can edit it before any export.