LearnSmith — Knowledge Management at Scale

Institutional knowledge risk & transfer readiness · drawn from real engagements, details adapted for confidentiality
Global Operations Org · 1,200 Employees · Data as of demo date
Mockup · sample data · role switching for demo only

Critical Knowledge by Holder

Knowledge Transfer & Mentorship

Tenure, Risk & Undocumented Exposure

How This Was Built

The situation behind the numbers above

The Situation

Nearly a third of senior technical staff were eligible to retire within three years, and new hires took 9+ months to reach full productivity — because the knowledge that mattered most lived only in veterans' heads, never in a manual anyone could find.

The Blueprint

A knowledge risk map ranked every critical process by who held it and how likely they were to leave. High-risk knowledge got structured capture sessions, a searchable hub, and a paired successor with shadowing checkpoints — years before the goodbye, not weeks.

The Insight

Documentation wasn't the bottleneck — findability was. And knowledge loss is a retention problem in disguise: losing a veteran means losing the only copy of decisions that were never written down.