Training impact simulator / Model 2.4

Design training that survives contact with the workplace.

Adjust program conditions and observe projected learning, transfer, productivity, and financial impact across a 12-week horizon.

Current objectiveCustomer Resolution Skills

8% productivity target

Apex learning campus — Applied learning environment / North campus

Projected outcome

12-week impact forecast

Model confidence81%

Completion89.2%Above 85% target

Knowledge gain+26.2 ptsPre- to post-assessment

Workplace transfer76.7%Observable skill application

Productivity lift+12.6%Target exceeded

Learning trajectoryRetention & transfer

12-week projection

EconomicsValue case

Estimated ROI501%

Annualized benefit$408,535

Cost per learner$548

Benefit / cost6.01×

Modeled with a 41% impact attribution factor.

Transfer diagnosticsReadiness signals

Manager reinforcementStrong reinforcement signal

Applied practicePractice cadence is viable

Learning loadWeekly load is sustainable

Recommended action

Proceed with a measured pilot.

Pilot with 48 learners, review leading indicators at week 4, then scale with the current design.

Review at week 4 Owner: L&D + Operations

Decision standard

Evidence before certainty.

This simulator helps teams compare design choices. Pair projections with observed performance, participant feedback, operational context, and a credible baseline before making causal claims.

APEX L&D
Evidence protocol