Review the biggest gaps, reuse approved content first, then build only what is genuinely missing.
Active gaps
74
People affected
318
Covered by approved courses
12
New courses required
7
Ranked using exposure, gap size, evidence confidence, and operational urgency.
Production · Machine Setup & Calibration, Level 1
42
people affected
24 pts
Five independent signals agree that completed training has not translated into demonstrated setup capability. The cohort is large and the gap aligns with an elevated production error signal.
Production · Fault Isolation & Recovery, Level 2
67
people affected
19 pts
Scenario decisions, repeated fault-code questions and downtime data converge on the same fault-isolation weakness across the largest affected cohort.
Maintenance · PM Execution & Documentation
31
people affected
14 pts
Supervisor ratings, knowledge checks and late work-order completion indicate both procedural and documentation gaps in preventive maintenance execution.
Quality · Visual Inspection & Defect Classification
54
people affected
14 pts
Practical checks and dialogue performance identify inconsistent measurement and defect classification, with a supporting rework signal.
Production · LOTO Verification Refresher
19
people affected
11 pts
Certification expiry creates immediate exposure, while scenario and near-miss evidence shows the verification step needs reinforcement.