Head of CVM
3
Causal measurement

Experiment Center

Can this treatment create value beyond the control baseline?

Illustrative simulationSynthetic Umoja Mobile dataNo partnership impliedUpdated 2 min ago
Observed revenue is not incremental revenue
KES 12m
Observed
KES 9.5m
Baseline
−2.5m
Incremental
−0.6m
Incentive
−0.25m
Channels
−0.1m
AI cost
KES 1.55m
Margin
Period · Jul 2026Source · Completed simulated experimentConfidence · 87%