Issue-centered workspace · Reviewer-governed knowledge

Your work orders already know where knowledge is missing.

Lore surfaces knowledge risks from maintenance history, captures expert context at the right moment, and governs it into operational artifacts — before the expertise walks out the door.

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Detect
Gap signals from WO history
Govern
Reviewer inbox + placement
Prove
Metabolism + graph context
Lore — knowledge risk command view
demo

Issue board

Prioritized knowledge risks: concentration, recurrence, retirement exposure, drift — each waiting for a human decision.

Leadership metrics

Org-level metabolism: surfacing, capture rate, approval latency, placement — is knowledge getting stronger or leaking?

Not a CMMS replacement. CMMS-adjacent governance that closes the loop from detection to destination.

Critical knowledge is leaving your plant.

Maintenance teams generate thousands of work orders, but the knowledge behind the resolutions stays in people's heads. When those people leave, the knowledge goes with them.

Retirement risk

Your best technician retires in 18 months. Can someone else troubleshoot the RAS pump?

Recurring blind spots

The same failure has happened 12 times. The fix is in one person's head.

Knowledge doesn't travel

Work orders close every day. The knowledge in them doesn't go anywhere useful.

How It Works

Detect. Capture. Govern.

Lore turns your existing work order history into a prioritized map of knowledge risk, then helps you close the gaps systematically.

1

Detect

Lore analyzes your work order history to find where knowledge is missing, concentrated, or at risk. No new data entry required.

2

Capture

Selective prompts at work completion — voice or text. The right person, the right time, the right question. Not a suggestion box.

3

Govern

A reviewer approves, classifies, and places each piece of knowledge where it belongs — asset notes, troubleshooting cards, SOP updates.

Knowledge graph

See how assets, experts, and failure modes connect — and what breaks when someone leaves.

Metabolism metrics

Leadership view of whether the org is capturing and placing knowledge fast enough.

Drift + review

Flag when practice diverges from documentation — surfaced for reviewer judgment, not auto-policy.

Destination-aware export

Artifacts formatted for where knowledge actually lives: notes, cards, WO context, SOP deltas.

Product screenshot

Issue board showing prioritized knowledge risks

(Replace with a real screenshot from your demo)

Not a CMMS. Not a chatbot. Not a connected worker platform.
Lore is a knowledge risk workspace for maintenance teams
who can't afford to lose what their best people know.

See what your work orders reveal in 48 hours.

Send a recent work order export and we'll return a free diagnostic with prioritized knowledge risks and expert concentration hotspots.

Get Free 48-Hour Diagnostic