It starts with the context only your analysts have — captured in an interview, not scraped from docs, and open source. Then evaluation and observability find the misses, fix the context layer, and keep the system reliable as usage scales.
A confident, well-formed, wrong number — no error, no alert, no objection — shipped straight into a board deck. Even Anthropic's data team says they haven't solved it.
Silent SQLnoun
A query that returns a confident, well-formed, wrong answer and raises no error, no alert, and no objection on its way into a decision.
The unlock isn't a better model — or a specialized agent. It's better context, evaluation, and deployment infrastructure.
Deployment ends when business users reach for the system in the flow of work.