No claim without evidence: an AI research engine that can't invent facts
How Market Intelligence builds cited market reports, competitor profiles and a SWOT without letting a model assert anything its sources don't support. Staged checkpointed jobs, a deterministic verifier, a citation guard enforced in code, cost reservations, and the SERP-provenance fix that stopped AI-invented search results feeding real metrics.