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Stage 04 Validate

Human-in-the-loop quality assurance.

Every prediction passes through reviewer sign-off before becoming a deliverable. Confidence-based routing directs predictions to the appropriate tier; dual-control enforces that no single actor can authorise a critical decision; every action is recorded in a signed, immutable record.

Capabilities

CapabilityStatusNotes
Review workflowAvailableStructured sign-off§1
Confidence routingAvailableTiered reviewer assignment
AnnotationAvailableHorizon, fault, anomaly edit
Dual-controlAvailableIndependent second-party§2
ProvenanceAvailableSigned audit row§3
  1. §1Workflow specification available under NDA.
  2. §2Aligned to NIST SP 800-53 AC-3(2). Anti-self-approval enforced at the service level.
  3. §3Cryptographic provenance per FIPS 180-4 hash families.

Source: Seismic Swift AI B.V. As of

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