Concept 2 • Trust Validation

Evidence Board

A traceability-first evidence surface that makes reasoning defensible by exposing source lineage and confidence weighting.

Evidence Items

21 verified

Composite Confidence

timeline variance flagged

Unverified Claims

isolated from approved output

Positioning

Evidence Chain Panel

Release Telemetry (System)

Freshness: 6m | reliability: high

Trace ID: EV-331-RTM

Customer Brief Excerpt (Human)

Freshness: 1d | reliability: medium

Trace ID: EV-338-CBR

Policy Mapping (Governance)

Freshness: 2h | reliability: high

Trace ID: EV-352-POL

Decision Controls

Objective

Show provenance and confidence before teams approve downstream actions.

Workflow

Collect -> score reliability -> isolate low-confidence claims -> publish rationale.

Artifacts

Evidence Chain Log, Confidence Snapshot, Audit Trail IDs.

Key insight: confidence remains stable under conflicting data when reliability weighting is explicit.