REVENUE INTELLIGENCE · Simulations
Simulations
“What if” pricing on real customer data. Model switching from per-token to per-outcome. Test every scenario before shipping it live.
+50%revenue (modeled)
−44%churn rate (modeled)
+46%avg margin (modeled)
01MODEL ANY CHANGE
Test pricing on your real customer base.
Replay actual usage against a new model and see exactly how revenue, churn, and margin move — before a single customer is affected.
- Run on real historical usage
- Per-token → per-outcome modeling
- Revenue, churn & margin deltas
02COMPARE SCENARIOS
Current vs. simulated, side by side.
See the delta on every metric that matters, so pricing decisions are made on evidence instead of gut feel.
- Side-by-side metric deltas
- Stress-test edge cases
- Quantified downside & upside
03SHIP WITH CONFIDENCE
Commit only when the numbers prove out.
Promote a winning simulation straight into Pricing Studio and roll it out without breaking existing contracts.
- Promote sims to live pricing
- Non-breaking rollout
- No guesswork, no regret
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