Impact Measurement Framework
Evaluation model for AI transformation
L3
Workforce Management
Behavioral change measurement
Key Metrics
- Tool Adoption Rate68%
- Process Compliance74%
- Knowledge Application62%
- Manager Observation71%
Overall L3 Score
3.2/5
64% of target behavioral change achieved
L4
Enterprise Management
Business results measurement
Key Metrics
- Revenue Impact+12%
- Cost Reduction-18%
- Customer Satisfaction+24%
- Processing Time-35%
Overall L4 Score
2.8/5
56% of target business impact achieved
Impact Flow & Integration
How workforce behaviors connect to business outcomes
L3 Behavior
Workforce Management
Causal Chain
Leading indicators
L4 Results
Enterprise Management
Behavior Tracked
AI tool adoption rates, process compliance, knowledge application
Leading Metrics
Productivity improvements, error reduction, cycle time decreases
Business Impact
Revenue growth, cost savings, customer satisfaction, market share