Skill Intelligence
One normalized competency scale per skill, assembled from every connected source and scored for confidence.
Canonical skills10
Source labels resolved2,18691% automatically matched
Average competency78%
Average confidence86%across scored people
Organization skill intelligence
Department by skill competency heatmap
Average competency across all evidence sources. Select a cell to inspect it.
| Department | Machine Setup | Machine Calibration | Troubleshooting | Preventive Maintenance | Quality Inspection | Lockout/Tagout | Safety Procedures | Equipment Operation | Root Cause Analysis | Process Control |
|---|---|---|---|---|---|---|---|---|---|---|
| Production | ||||||||||
| Maintenance | ||||||||||
| Quality | ||||||||||
| Safety | ||||||||||
| Engineering | ||||||||||
| Operations | ||||||||||
| Warehouse |
At or above targetWithin 6 points7 to 15 points belowMore than 15 points below
Cells with scored people use their measured average. Remaining cells use the department average adjusted for the skill target.
Plant-wide
Skill-level competency vs target
Average across all seven departments, with the count of departments below target.
| Skill | Plant average | Target | Gap | Departments below target | Status |
|---|---|---|---|---|---|
| Machine Setup | 79% | 85% | 6 pts | 6 / 7 | Monitor |
| Machine Calibration | 79% | 85% | 6 pts | 4 / 7 | Monitor |
| Troubleshooting | 78% | 85% | 7 pts | 6 / 7 | Monitor |
| Preventive Maintenance | 80% | 85% | 5 pts | 6 / 7 | Monitor |
| Quality Inspection | 80% | 88% | 8 pts | 7 / 7 | Monitor |
| Lockout/Tagout | 80% | 90% | 10 pts | 6 / 7 | Monitor |
| Safety Procedures | 88% | 90% | 2 pts | 5 / 7 | Monitor |
| Equipment Operation | 83% | 85% | 2 pts | 5 / 7 | Monitor |
| Root Cause Analysis | 77% | 85% | 8 pts | 5 / 7 | Monitor |
| Process Control | 81% | 86% | 5 pts | 6 / 7 | Monitor |
Persistent intelligence layer
Workforce Competency Graph
EdPlay stores relationships, not courses: employee, skill, evidence, training, assessment, outcome.
EmployeeMarcus JohnsonProduction Operator · Shift A
SkillMachine SetupTarget 85% · plant critical
EvidenceExternal assessment6.2 / 10 (TalentGuard, manager verified)
EvidenceEdPlay scenario58% success
EvidenceOperational signalSetup error rate +18% vs line average
TrainingAI training generatedMachine Setup & Troubleshooting, 18 min
AssessmentReassessment8.1 / 10 (TalentGuard reassessment)
OutcomeOperational movementSetup error rate -14% over 30 days post-training
Weighted sub-skills
Machine Setup
Job sheet and changeover planningPartner assessment26%
Tooling fit and alignmentOperational signal22%
Parameter entry and first piece checkSkill check20%
Startup verification sequenceDocument requirement18%
Setup documentationDocument requirement14%
Skill checks
Current assessment plan
Production readiness check Broad, multi-skill
Calibration interval verification Single skill, 29 people
Defect classification check Single skill, 21 people
Overall evidence confidence: 86%
Resolution queue
Labels needing review
QA Visual ChecksMasterControl QMS · 94 records72%
Golden Hand RulesKahuna · 22 records34%
Quality Visual StandardsTalentGuard · 247 records78%
Deviation & CAPA HandlingMasterControl QMS · 76 records74%
13 of 20 sampled labels matched automatically.