AI can help organise information.
Language models may assist with extracting and structuring details from a brief or document. Their output is a proposal for a person to review — not an unquestioned source of truth.
Costing should be deterministic.
Recipe scaling, quantities and financial calculations should follow explicit rules over recorded inputs. AI does not invent ingredient prices or authoritative totals.
Make assumptions visible.
Teams need to see what is known, what is incomplete and where a judgement is needed. Clear provenance supports useful human review.
Build with boundaries.
The product is in development. Architecture and security controls will be described accurately as they are implemented; no certification or live-service security guarantee is claimed here.
This page describes product principles and intended behavior, not a disclosure of proprietary algorithms or a claim that a production system is already operating.
Ask about the approach