Pending findings
5 steward actions
bp ContextOps Center - bp Sphere
Discovery, drift, work queues, and steward action for enterprise context
OperateDiscovery engineContextOps
ContextOps Center
Discovery is only credible if someone can operate it. This surface shows the missing operational layer behind Context Studio: stale findings, conflict queues, low-confidence context, and steward actions that keep the enterprise context substrate trustworthy.
Resolved snapshots
8
Stale contexts
8
Avg confidence
89%
Steward SLA
48h for high-risk context
What ContextOps manages
The context layer is not static metadata. It drifts. New objects appear, approvals conflict, and evidence sources go stale. ContextOps is the operating discipline that keeps discovered context safe enough for production decisions.
| Discovery queue | New entities and relationships awaiting review |
|---|---|
| Conflict queue | Source disagreements or duplicate identities |
| Freshness queue | Critical nodes breaching SLA |
| Promotion queue | Findings eligible for certified pack promotion |
| Assign steward | Route finding to business and technical steward with SLA |
| Approve finding | Certify discovered context for agent consumption |
| Reject finding | Block weak or conflicting context from promotion |
| Promote context pack | Move certified context pack from draft to production-ready |
| Mark stale | Downgrade context confidence and force human review |
| Replay obligation | All promoted context remains traceable |
Why this closes the gap
This is the operational answer to the workshop question: who owns the context layer once the demo is over? It makes context maintenance a governed operating function, not a one-time implementation exercise.
| Business steward | Approves semantic truth |
|---|---|
| Technical steward | Owns source and extraction quality |
| Drift policy | Auto-flag on confidence or freshness degradation |
| Escalation path | Context Council for unresolved conflicts |
| Control objective | Decision-safe context only |
| Decision mining | Common paths, hold reasons, overrides, and policy friction feed ContextOps backlog |
| Confidence model | Freshness + completeness + source agreement + lineage + evidence quality |
| Outcome | Production-grade enterprise context substrate |
Live ContextOps telemetry
Live runtime
Resolved snapshots
8
Unique entities
8
Fresh <=24h
0
Stale contexts
8
| Context versions | 8 |
|---|---|
| Average confidence | 89% |
| Coverage proxy | 32% |
Recent decisions consuming context
| invoice_submitted | INV-EKF-L5A-FINAL-20260712 | REVIEW | 2026-07-13T00:00:37.822646 |
|---|---|---|---|
| act_now | BP-SVC-884220 | ESCALATE | 2026-07-10T23:03:29.865165 |
| finance.discount_window_open | INV-LIVE-DUP-1778594510-0278 | attach_ingestion_evidence | 2026-07-03T19:43:01.618616 |
| finance.discount_window_open | INV-LIVE-DUP-1778594510-0278 | monitor | 2026-07-03T19:42:58.791038 |
| finance.invoice_received | INV-LIVE-DUP-1778594510-0277 | execute | 2026-07-03T19:42:58.750247 |
ContextOps action queue
| Finding | Issue | Owner | Action |
|---|---|---|---|
| CTX-FIN-041 | Duplicate supplier relationship detected | Procurement data steward | |
| CTX-FIN-052 | Invoice-to-PO relationship confidence improved to 94% | P2P control owner | |
| CTX-FIN-063 | Conflicting payment term from SAP and contract extract | ContextOps analyst | |
| CTX-FIN-074 | Finance Core Pack v1.4 passed coverage gate | Context council | |
| CTX-FIN-085 | Supplier risk node breached freshness SLA | Supplier master owner |
Action audit: no ContextOps action executed in this browser session.
Fallback semantics: steward workflow created only after the ledger-backed API records the action; unauthenticated browser clicks do not promote production context.
Why this matters
It upgrades Context Studio from a graph viewer to an operating model. That is the missing piece between compelling demo and believable production posture.
Workshop proof points
Use this when asked who keeps the context model current. The answer becomes explicit: ContextOps, with steward ownership, queues, SLAs, and promotion gates.