Full Decision Traceability
The difference between "the system said no" and "here's exactly why". Lineage transforms opaque rejections into defensible, auditable decision trails.
Why it Matters
Compare these two explanations:
Without Lineage
"Applicant was declined for onboarding."
With Lineage
"At 2025-01-22 14:41:12 UTC, applicant triggered: (1) Device ID missing freshness validation [signal source: platform device store, age: 47 days, last update: 2024-12-06]. (2) KYC name-match score below threshold [detector: name-matching rule, threshold exceeded]. (3) Velocity flag: multiple applications from same device within time window [rule: device velocity check]. Decision: hard decline. Approval gate: escalation required for low-confidence matches; gate routed but no approver available within SLA. Final: Auto-decline. Policy: Onboarding policy, effective 2025-01-15."
What You Can Inspect
Signal Provenance
Source system, retrieval timestamp, freshness/SLA compliance, data integrity flags, cross-validation with secondary sources, confidence metrics.
Check Evaluation
Rule outcomes (pass/fail/score), model predictions (probability, confidence intervals, feature importance for high-impact decisions), graph results (entity matches, collusion scores, relationship paths).
Thresholds & Overrides
Which thresholds applied, score/probability values against those thresholds, any manual overrides (who, when, justification).
Approval Gates
Required approvals (based on risk tier/policy), approvers assigned/available, approval latency, override authority and usage.
State Transitions
Previous decisions for same entity (application history, past rejections/approvals, behavioral changes since last interaction).
Recommended UI Sections
Timeline View
Step-by-step visual of decision hops (signal retrieval → rules → model inference → approval routing) with execution timestamps and outcomes
Signal Inspector
Drill into any signal; view source, freshness, alternative sources, confidence
Rule/Model Detail
Click a rule output or model prediction; see exact inputs, weights, feature importance, threshold
Approval Trail
Who could approve, who did, latency, authority level
JSON Export
Audit-grade lineage artifact with cryptographic identifiers for regulatory submission