ROI & value
Measure AI by the business results it creates
Happy SemSem defines a baseline, expected value and practical KPIs before implementation, then evaluates actual results after deployment.
Value framework
Connect agent performance to business performance
Technical quality is important, but the business case depends on whether the solution improves work.
- Hours of manual effort reduced
- Process cycle time improved
- Service response and resolution improved
- Errors and exceptions reduced
- User adoption and satisfaction increased
- Capacity created for higher-value work
Illustrative annual efficiency potential
This simple calculator is for initial discussion only and is not a financial commitment.
Illustrative annual efficiency value€0Before implementation, operating and change-management costs.
Measurement process
From expected value to verified outcomes
Baseline
Document current volume, effort, cost and quality.
Target
Set realistic improvement and adoption goals.
Pilot
Test value with a defined user group or process.
Measure
Compare actual results with the baseline.
Optimise
Improve adoption, coverage and performance.