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Automate Agent Behaviors with Synthetic Users

Define synthetic users—Drivers—with context and goals. Drivers interact with your multi-turn agent to expose unexpected behaviors and edge cases automatically. Replace hours of manual QA with fast, repeatable, automated test runs.

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Build a Map of Behaviors

Okareo simulation doesn’t just run tests—it builds a map of your agent’s behaviors across different scenarios. This map highlights gaps, loops, and dead-ends so your team can fix issues at the root instead of chasing symptoms.

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Automate Agent Evaluation in CI/CD

Run synthetic user simulations on every commit. No more vibe testing. Catch failures early and ship reliable agents with confidence.

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Close the Loop from Production to Development

Pair simulation with Okareo’s error tracking and synthetic data. Production issues trigger new simulations, which generate test cases and data to retrain or fine-tune. The result: faster fixes, stronger guardrails, and safer agents.

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Your AI shouldn't be a black box. Unlock visibility today!

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Key Benefits

Faster AI Iteration

Enable faster deployment and optimization

Full Visibility

Real-time monitoring and analytics

Increase Accuracy

Fine-tuned models for reliability and precision

Cost Efficiency

Optimize resources and reduce AI expenses

Designed for AI Teams

Seamless collaboration and streamlined workflows

Built for Scalability

Supports both small and large-scale AI projects

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Why Evals Are the CI/CD Pipeline for Agentic AI

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Agentic Simulation: Part 2