Lessons Learned

LMU/COICP Example

Lessons Learned Example

Record LMU/COICP lessons from the RC-001 internal engineering review, including scope control, evidence behavior, handoff gaps, access control, AI-disabled status, reviewer feedback, and next-cycle implications.

ES-114 Lessons LMU Review Learning

Example AreaLMU/COICP

Current PageLessons Learned

FocusLMU lessons learned

UseConvert evidence into lessons

Repository Areadocs/examples/lmu-coicp/stewardship/

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Current Lessons Learned

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Example purpose

This artifact records lessons learned from the LMU/COICP internal engineering review.

Lessons are useful only if they change the next engineering cycle. Each lesson below has a route, owner, and action.

Project

LMU Campus Operations and Incident Coordination Platform

Document control

Field	Value
Artifact owner	LMU COICP Product Owner
Primary reviewers	Campus Operations lead, IT security reviewer, Architecture Review Board chair, AI reviewer, Compliance reviewer
Status	Accepted with actions routed
Last updated	2026-07-06
Related Engineering Stage	ES-114 — Stewardship
Project workspace target	docs/project-workspace/stewardship/lessons_learned.md

Lesson register

ID	Lesson	Evidence Source	Engineering Implication	Action	Owner	Route
L-001	LMU internal-review scope can be maintained when limits are explicit and repeated.	transition communication, monitoring log, user feedback	Future deployments need direct review-only language.	Keep scope message and repeat at each review session.	Product Owner	ES-112
L-002	Evidence creation on normal incident intake is visible and valuable.	monitoring log, guardrail monitoring	Evidence-centered architecture is working on the normal path.	Preserve normal-path evidence design.	Architecture Review Board	ES-108 / ES-109
L-003	Handoff evidence is not yet dependable enough for pilot.	MON-OBS-003, operational event log	Cross-office workflows need stronger evidence completeness.	Fix and retest handoff evidence behavior.	Product Engineer / Architecture Review Board	ES-107 / ES-109
L-004	Evidence write failure behavior remains the highest trust risk.	DEF-003, guardrail monitoring	Auditability cannot be trusted under failure until verified.	Build failure simulation or manual test harness.	Architecture Review Board	ES-109
L-005	Access-control approach cannot move to pilot without full role-matrix testing.	DEF-002, access/data monitoring	Approved reviewer access is not equivalent to real-user authorization maturity.	Build and execute access-control matrix tests.	IT Security Reviewer	ES-109
L-006	AI-disabled status is manageable when directly checked.	AI monitoring record	AI can remain out of scope when monitored explicitly.	Keep AI Incident Summary disabled.	AI Reviewer	ES-110
L-007	Campus Safety boundary scenario worked but needs stronger wording.	COICP-SYN-322, feedback log	Boundary language must be unambiguous before pilot.	Revise emergency-boundary warning text.	Product Owner / Campus Safety	ES-105 / ES-107
L-008	Reviewers need field-level examples for closure rationale.	Campus Operations feedback	Workflow quality depends on user guidance.	Add closure rationale examples.	Product Engineer	ES-105 / ES-107

Lessons with no immediate action

Lesson	Rationale
No operational incidents occurred.	Useful evidence, but not operational readiness proof because review scope was limited.

Stewardship interpretation

LMU learned enough to improve COICP, but not enough to expand it. The next cycle should close trustworthiness gaps before pilot discussion resumes.

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