Operational Impact

Correlated movement between training and operational results. These are illustrative estimates, not guaranteed causation.

Demo data

Closed loops tracked3

Average competency gain+18 ptsbaseline to post-training

AttributionCorrelatednot guaranteed causation

Financial viewIllustrative estimates

Closed loop

Before and after, with the operational signal

Each loop pairs an internal score, an external partner assessment and an operational measure.

Marcus Johnson

Machine Setup

+21 pts

Baseline · 2026-08-2861%

6.2 / 10 (TalentGuard, manager verified)

After training · 2026-10-2082%

8.1 / 10 (TalentGuard reassessment)

Baseline 61%After training 82%

Correlated operational change: Setup error rate -14% over 30 days post-training

Projected closed loop for 3-months-later demo toggle; external reassessment = partner re-scored after Edplay evidence submission

Grace Ombogo

Lockout/Tagout

+19 pts

Baseline · 2026-05-1072%

Proficient (TalentGuard)

After training · 2026-08-1991%

Advanced (TalentGuard reassessment)

Baseline 72%After training 91%

Correlated operational change: Zero LOTO observations in 90 days

Completed loop - evidence of the model working

Sara Nguyen

Safety Procedures

+13 pts

Baseline · 2026-06-0274%

Foundational (TalentGuard)

After training · 2026-08-2287%

Proficient (TalentGuard reassessment)

Baseline 74%After training 87%

Correlated operational change: No observations in 60 days

Completed loop