Trust layer
Agents that can't fool themselves. Three checks from 2026 research, each running as graph queries: count independent sources rather than paths, flag every belief that rests on overturned evidence, and refuse to publish a report that can't be proven.
Active
–
currentclaims, evidence, actions, reports
Needs verification
–
flaggedrest on overturned evidence
Superseded (kept)
–
historyoverturned, kept for audit
Echoed claims
–
of 0more paths than independent origins
Five paths can be one fact
Many graph paths often lead back to the same origin, like one shared device reached from several accounts. BankWeave scores confidence on distinct origins.
Paths vs independent origins
Paths foundIndependent origins
Most echoed claims first. Confidence follows the blue bar, not the striped one.
When evidence dies, everything resting on it is flagged
Push a KYC fact that overturns shared-address evidence. The evidence is superseded (kept for history), and every claim, action and report sentence that depended on it turns amber.
No report without proof
A different, stronger model audits every report sentence against only the evidence it cites. Reports publish at 95% supported sentences or better, after up to three repairs; otherwise BankWeave files a divergence report showing the disagreement. Open any case's Report tab to see it.
Publish bar
95% supported
Repairs
up to 3