Simulated environments for high-stakes decisions. Test critical scenarios before they happen. No risk. Real insight.
The cmul8 platform
Realistic Environments
AI-powered scenarios that mirror real-world complexity. Practice difficult conversations, test market responses, evaluate candidates—all in controlled, high-fidelity simulations.
High-Stakes Practice
When failure is expensive—hiring, product launches, critical decisions—simulate first. Run thousands of scenarios in minutes. Learn before the stakes are real.
Validated Insights
Every simulation grounded in real behavioral data. Benchmarked against actual outcomes. No guesswork—just actionable intelligence.
Built for Reality
Simulations that matter are simulations you can trust.
Grounded in Data
Every environment built on real behavioral patterns, interviews, and validated outcomes.
Human Complexity
Agents that capture nuance—bias, hesitation, conflict—not simplified stereotypes.
Predictive Accuracy
Benchmarked against real-world results. When our simulations predict, reality follows.
Our Products
SonderSim
Market simulation for high-stakes launches.
Test pricing, messaging, and product decisions in simulated market environments. Know how consumers will respond—before you commit.
Learn More →WorkSim
Hiring simulation that reveals true performance.
Candidates navigate realistic workplace scenarios with AI colleagues. See how they handle pressure, conflict, and collaboration—before you hire.
Try WorkSim →Simulate first. Decide with confidence.
High-stakes decisions deserve high-fidelity environments. Test before you commit.
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