Simulate real users.
Ship reliable agents.

Simulate your users with the Okareo platform to test, train, and deploy AI agents.

Works with your stack

Works with your stack

Works with your stack

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  • Fireworks AI Logo
  • Groq Logo
  • GitHub Logo
  • Google Cloud Logo
  • Hugging Face Logo
  • Cohere Logo
  • CircleCI Logo
  • Anthropic Logo

Synthetic Users

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.

View of agent edge case review

Synthetic Users

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.

View of agent edge case review

Synthetic Users

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.

View of agent edge case review
Evaluate model edge cases

Behavior

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.

Evaluate model edge cases

Behavior

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.

Evaluate model edge cases

Behavior

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.

Automation

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.

Health Cards showing fine tuning results.

Automation

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.

Health Cards showing fine tuning results.

Automation

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.

Health Cards showing fine tuning results.

Analyze

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.

Evaluate model edge cases

Analyze

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.

Evaluate model edge cases

Analyze

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.

Evaluate model edge cases

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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 rsources and reduce AI expenses

Designed for AI Teams

Seamless collaboration and streamlined workflows

Built for Scalability

Supports both small and large-scale AI projects

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 rsources and reduce AI expenses

Designed for AI Teams

Seamless collaboration and streamlined workflows

Built for Scalability

Supports both small and large-scale AI projects

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 rsources and reduce AI expenses

Designed for AI Teams

Seamless collaboration and streamlined workflows

Built for Scalability

Supports both small and large-scale AI projects

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 rsources and reduce AI expenses

Designed for AI Teams

Seamless collaboration and streamlined workflows

Built for Scalability

Supports both small and large-scale AI projects