Operations Evidence Review¶
Example purpose¶
This artifact evaluates the evidence produced during ES-113 Monitoring and Operations.
Stewardship must distinguish between evidence that supports continued internal review and evidence that would be needed for operational pilot. LMU has the first, not the second.
Project¶
LMU Campus Operations and Incident Coordination Platform
Document control¶
| Field | Value |
|---|---|
| Artifact owner | LMU Architecture Review Board Chair |
| Primary reviewers | Product Owner, Campus Operations lead, IT security reviewer, AI reviewer, Compliance reviewer |
| Status | Evidence sufficient for stewardship, insufficient for pilot |
| Last updated | 2026-07-06 |
| Related Engineering Stage | ES-114 — Stewardship |
| Project workspace target | docs/project-workspace/stewardship/operations_evidence_review.md |
Evidence reviewed¶
| Evidence | Source | Quality | LMU Implication | Follow-Up |
|---|---|---|---|---|
| Operations monitoring summary | docs/project-workspace/monitoring/operations_monitoring_summary.md |
Strong | Scope remained controlled across March 18–22 review. | Preserve internal-review-only limits. |
| Monitoring log | docs/project-workspace/monitoring/monitoring_log.md |
Strong | Daily checks produced concrete metrics: 246 synthetic incidents and 244 evidence events. | Continue structured monitoring. |
| Operational event log | docs/project-workspace/monitoring/operational_event_log.md |
Strong | LMU reviewer events and named scenarios are traceable. | Preserve scenario-based review. |
| Incident log | docs/project-workspace/monitoring/incident_log.md |
Adequate | No operational incidents recorded, but scope was limited. | Do not overstate readiness. |
| Access and data monitoring | docs/project-workspace/monitoring/access_and_data_monitoring.md |
Strong | Approved reviewer and synthetic-data rules held. | Continue controls. |
| Guardrail monitoring | docs/project-workspace/monitoring/guardrail_monitoring.md |
Strong for normal path; incomplete for failure path | Normal creation evidence works; handoff and failure-path concerns remain. | Route to ES-109 / ES-107. |
| AI monitoring record | docs/project-workspace/monitoring/ai_monitoring_record.md |
Strong for disabled AI | AI remained disabled through review. | Keep disabled until readiness cycle. |
| User feedback log | docs/project-workspace/monitoring/user_feedback_log.md |
Strong | Feedback identified specific LMU improvements. | Route to backlog. |
| Risk and issue updates | docs/project-workspace/monitoring/risk_and_issue_updates.md |
Strong | Major risks remain known and owned. | Carry forward. |
Evidence strengths¶
- The review used named LMU reviewer groups.
- The review used the Spring Semester Synthetic Incident Dataset.
- Monitoring produced measurable results.
- No real or sensitive data was observed.
- No unauthorized access was observed.
- AI Incident Summary remained disabled.
- Campus Safety emergency-boundary scenario was exercised.
- Known defects remained visible.
Evidence gaps¶
- No operational pilot evidence.
- No real user pressure.
- No production data or integration behavior.
- No evidence write failure simulation.
- No full access-control role matrix test.
- No AI runtime verification because the feature was disabled.
- Handoff evidence gaps were observed and require analysis.
Evidence quality decision¶
Evidence is sufficient for post-release learning and next-cycle planning.
Evidence is not sufficient to justify operational pilot expansion.