IKE Lifecycle

From hidden knowledge to reusable organizational knowledge.

The IKE Lifecycle is the operational backbone of the practice. It turns scattered and tacit knowledge into validated assets that can be maintained and used.

Discover Capture Validate Structure Curate Deploy Expose hidden knowledge Convert to raw artifact SME review and verification Organize into reusable artifact Maintain and keep current Put knowledge to work CONTINUOUS IMPROVEMENT

Discover

Knowledge debriefs, operator roundtables, retirement interviews, troubleshooting reviews, and cross-functional mapping expose knowledge that is present but invisible.

Capture

AI transcription, session notes, walkthroughs, redlines, photos, and videos turn the event into a raw artifact that can be reviewed.

Validate

Subject matter experts confirm accuracy, fill gaps, identify contradictions, and decide what is safe to use.

Structure

Validated knowledge becomes troubleshooting guides, procedures, asset histories, playbooks, role packs, and knowledge objects.

Curate

Knowledge assets are reviewed against reality, linked, corrected, and retired when obsolete.

Deploy

Curated knowledge supports onboarding, incident retrieval, AI decision support, handovers, procedure improvement, and audit readiness.

Cadence

The rhythm matters more than a perfect first pass.

A weekly 15-minute knowledge debrief that runs 50 times per year produces more durable operational knowledge than one annual documentation project. IKE is sustained by repeated, observable practice.

Operational event

An incident, startup, shutdown, troubleshooting session, commissioning activity, or handover creates new knowledge.

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Knowledge object

The lesson becomes a validated, structured, reusable artifact connected to assets, roles, processes, or decisions.

If skipped

  • Discovery skipped means hidden knowledge stays hidden.
  • Capture skipped means the event vanishes into memory.
  • Validation skipped turns uncertain drafts into risk.
  • Structure skipped leaves knowledge hard to find and reuse.
  • Curation skipped allows drift to return.
  • Deployment skipped leaves knowledge idle.

If practiced

  • Expertise becomes visible.
  • Events leave a usable trail.
  • Knowledge becomes defensible.
  • Artifacts become findable and role-aware.
  • The system stays current.
  • Knowledge changes work, training, and AI support.