Phase 6 — AI Build Meta-Layer
Question Generation Engine
The confidence model that knows when it has enough information — and when it doesn’t
2 min read · Document 25 of 30
What is this document?
The Question Generation Engine decides what to ask next. It weighs which gaps matter most, frames questions with clear options and a recommended choice, and stops when coverage is sufficient.
You can always choose your own answer — the recommendation is a starting point, not a decision.
Why does it matter?
- Generic AI interviews ask until you get tired.
- CREAH asks until every document has sufficient coverage — then stops.
- Every option shows why it might suit your product.
What's inside?
- Priorities — Critical, high and normal questions.
- Options — Clear choices with a recommendation.
- Conclude — How remaining questions are proposed for your confirmation.
Low coverageTargeted questionsHigh coverageReady to generate
How CREAH generates it
CREAH builds this document from your Stage 0 answers and interview. Questions that shape it include:
- Each answer reshapes which questions come next.
Example excerpt
## Question
How should sellers be paid out?
○ Weekly automatic payouts (recommended for marketplaces)
○ On request, minimum balance
○ Something else — tell us
Why we ask: shapes the payments, ledger and admin documents.