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Trust / evidence over confidence
Trust does not come from a confidence score. It comes from being able to travel from an answer to the context packet, source, version, authority and unresolved evidence behind it.
The requesting role and integration identity constrain which source domains may become candidates.
Source access, context processing, model endpoints and operational access are agreed as an explicit engagement architecture.
Current and historical questions can receive different context without erasing the source state that used to apply.
The packet records why material survived, why it was excluded and where a contradiction altered priority.
Every pilot should name the systems involved, network crossings, model endpoint, log location and support access before data moves.
Controls are discussed with exact status and evidence. Planned work does not become an implemented claim through marketing language.
Planned work is never presented as an implemented claim. Ask for the evidence behind any row.
Start with the answer and move backwards. The packet, source, exact version and reason for inclusion remain inspectable instead of disappearing inside a model response.
The response is concise because the evidence work happened before model hand-off. Its receipts remain attached.
We will map each answer to the current product, the proposed pilot topology, an explicit plan or a direct ‘not claimed’.