Do the work in the AI chat you already use. Figures come from a versioned deterministic engine rather than a model's arithmetic, every act is hash-chained to the person, client and model behind it, and every artefact carries a provenance dossier you can hand an assessor.
Not a document store with a chatbot bolted on. The objects, the graph and the audit trail are the product; documents are just one rendering of them.
Paste the CAP endpoint into Claude, ChatGPT or Cursor and your project becomes something an agent can read, check, diff and — with a signature — change. Tool output carries render blocks, so posture comes back as a chart and requirements as a table.
Agents propose, your qualified engineers ratify, and the chain proves who did which — down to the client and model that drafted it.