01
Evidence before inference
Sources, scope, and confidence travel with the result.
01 / SYSTEM DESIGN
A useful AI product does more than generate an answer. It knows what evidence supports it, which rule applies, what changed, who can decide, and how the result can be challenged.
Sources, scope, and confidence travel with the result.
Policy is structured, versioned, and separated from model behavior.
Reasoning, review, overrides, and outcomes form an auditable chain.
Automation accelerates work without silently taking ownership of it.