Claim ↔ evidence binding
Evidence is bound to the exact claim and source instead of being added as decorative footnotes.
ServAI keeps factual synthesis tied to inspectable evidence, source provenance and precise locators—and can refuse publication when the evidence is not good enough.
ServAI separates evidence sufficiency from model confidence and supports explicit outcomes such as supported, mixed, contradicted, insufficient and unknown.
Evidence is bound to the exact claim and source instead of being added as decorative footnotes.
Copies and derivatives of the same underlying source do not pretend to be multiple independent confirmations.
Stale evidence can be discounted when the subject is time-sensitive.
Contradicting material remains visible instead of being suppressed by a majority answer.
Citations can point to pages, slides, sheets, cells, lines, speakers and transcript ranges.
Evidence-backed output fails closed when required citations or sufficiency conditions are missing.
Two sources support the pricing-delay explanation; one sales transcript points to reduced lead quality. The evidence set is material but not sufficient for a single-cause conclusion.
Evidence evaluation tells you what the available evidence supports. Verification or downstream business authority remains a separate governed decision.
ServAI can carry an evidence-backed finding into a governed Mission or specialist workflow while preserving human authority.