Build Plan

Review the biggest gaps, reuse approved content first, then build only what is genuinely missing.

Demo data
Active gaps74
People affected318
Covered by approved courses12
New courses required7

Reuse before you build

How the active gaps split between existing approved content and genuinely new builds.

74active gaps
  • Covered by approved courses12
  • New courses required7
  • Not a training problem55

What needs action first

Ranked using exposure, gap size, evidence confidence, and operational urgency.

1
Machine Setup & Calibration CriticalProduction · Machine Setup, Level 1
42people affected
24 pts
priority score

Five independent signals agree completed training has not translated into demonstrated setup capability; large cohort

94% evidence confidence
2
Troubleshooting HighProduction · Fault Isolation & Recovery, Level 2
67people affected
19 pts
priority score

Scenario decisions, repeated fault-code questions and downtime data converge on the same fault-isolation weakness

91% evidence confidence
3
Preventive Maintenance HighMaintenance · PM Execution & Documentation
31people affected
14 pts
priority score

Supervisor ratings, knowledge checks and late work-order completion indicate procedural and documentation gaps

88% evidence confidence
4
Quality Inspection HighQuality · Visual Inspection & Defect Classification
54people affected
14 pts
priority score

Practical checks and dialogue performance identify inconsistent measurement and defect classification; supporting rework signal

85% evidence confidence
5
Lockout/Tagout MediumProduction · LOTO Verification Refresher
19people affected
11 pts
priority score

Certification expiry creates immediate exposure; scenario and near-miss evidence shows the verification step needs reinforcement

90% evidence confidence
6
Root Cause Analysis MediumCross-department · Corrective Action Design
38people affected
10 pts
priority score

Scenario performance shows cause analysis held but corrective action design and effectiveness verification weak

83% evidence confidence
7
Process Control MediumEngineering, Operations · Control Chart Interpretation
26people affected
9 pts
priority score

Knowledge checks in Developing band; drift events occasionally missed per SAP signals

80% evidence confidence
8
Machine Calibration MediumProduction · Calibration Interval Control
29people affected
9 pts
priority score

Interval lapses in calibration records; low-confidence scores pending verification

78% evidence confidence