Workforce competency
Employee certifications
| Employee | Role | Certs | Expiring < 30d | Risk |
|---|---|---|---|---|
| M. Chen | Line Operator | 6 | 1 | low |
| S. Patel | Maintenance Tech | 8 | 0 | low |
| A. Garcia | Welder | 5 | 2 | medium |
| L. Nakamura | Chemical Handler | 7 | 0 | low |
| R. Williams | Forklift Op. | 4 | 3 | high |
AI Coach
Personalized learning paths
R. Williams
Forklift recert + blind-spot awareness
3 certs expire in 30 days; near-miss in warehouse last week.
A. Garcia
Hot-work permit refresher
Welding-bay near-miss pattern detected.
M. Chen
LOTO practical assessment
Procedure-deviation incident on Line A.