OCR confidence is low
Human review
The document enters a validation queue. Reviewers correct text or metadata before it becomes searchable intelligence.
Ingestion to retrieval
Every step leaves evidence.
Scroll the operational path. The visual stays with you while each stage highlights the system, the data path, the status, and the audit record it creates.
Ingestion to retrieval
Every step leaves evidence.
Scroll the operational path. The visual stays with you while each stage highlights the system, the data path, the status, and the audit record it creates.
Received
Ingestion
A user or approved service uploads or bulk-imports a document into a controlled collection.
ingestion.received · collection=NIA-GOV-CIRC · actor=records.officer
- Documents processed1,284
- Awaiting validation18
- Assigned approvals6
- Exception · low OCRتعميم 1442/2024
Contract comparison ALS-09 vs ALS-09.r2
pending_review
Approve · Reject · Request changes
- PostgreSQLhealthy
- pgvectorhealthy
- inference queueretrying 2
- object storagehealthy
Safe outcomes when the path is uncertain
The correct result may be refusal, escalation, uncertainty, or a human-review task. The system does not invent missing evidence.
A user requests a restricted document
Access denied
The collection never enters retrieval context. The user sees a permission-safe empty or denied state.
Sources conflict
Insufficient evidence
The answer presents the conflict, cites both sources, and can route comparison output for review.
The model lacks evidence
Insufficient evidence
The system refuses to guess. It reports that authorized collections do not support the claim.
Approval is required
Queued review
High-impact output stays pending_review until an accountable owner decides.
A service becomes unavailable
Queued retry
Jobs wait on internal queues. Escalation follows contracted operational procedures.
Start with one document collection and one measurable outcome.
Define the use case, security boundary, document profile, and success measures before committing to enterprise rollout.
Source-grounded answers
Human approval controls
ISO 27001 certified organization
On-premise and air-gapped
No public AI API required
Permission-aware retrieval
On-premise and air-gapped
No public AI API required
Permission-aware retrieval