Built for industrial maintenance teams

Your work orders already show where knowledge risk concentrates.

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.

Get Free 48-Hour Diagnostic Watch 2-Min Product Demo
Detect
Gaps ranked by risk from your WO history
Govern
Human sign-off before anything ships
Prove
Audit trail from signal to placed artifact

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.

Resolution context stays local

Closures add detail every day; Lore helps turn that into governed knowledge the next shift can use.

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 thin, concentrated, or at risk. Uses the exports you already create.

2

Capture

Selective prompts at work completion — voice or text. The right person, the right time, the right question.

3

Govern

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

See full product walkthrough

Four things reviewers use every day

Built for plants that want proof from their own work order history. Short version here — the capabilities page goes deeper.

Prioritized issue board

Severity-ranked knowledge risks drawn from your WO history, focused on what to fix first.

Reviewer governance

Human sign-off before anything becomes operational truth. Full edit history with explicit approval on every change.

Leadership health

Is knowledge moving from detection to placement? Throughput, coverage, and staleness in one view.

Practice vs procedure

Flags when what technicians actually do diverges from the written procedure — so you can align field practice and the book on your timeline.

Positioning

Where Lore fits

Lore does one thing well. It complements the systems you already run.

Sits alongside your CMMS

Your CMMS stays the system of record. Lore fills in what it misses: the knowledge behind the work orders.

Detection-led workspace

Issues surface from analysis of your maintenance history onto a prioritized board for triage and assignment.

Capture at the moment that matters

Technicians contribute in short bursts when a work order ties to a flagged gap — voice or text, timed to the job.

See what your work orders reveal in 48 hours.

Share a 6-month work order export from one asset area. We'll return a ranked list of knowledge gaps, concentration risks, and the top issues to act on first — specific to your equipment and team. Straight to findings you can review with us on terms you agree to.

Get Free 48-Hour Diagnostic