Simulate real users.
Ship reliable agents.

Voice. Text. Headless. We find the edges before your users do.

Works with your stack

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Synthetic Users

Automate Agent Behaviors with Synthetic Users

Drivers are synthetic users with context and goals. They interact with your agent across long, multi-turn conversations and expose edges your QA scripts won't — at a scale your team can't match by hand."

View of agent edge case review

Synthetic Users

Automate Agent Behaviors with Synthetic Users

View of agent edge case review

Drivers are synthetic users with context and goals. They interact with your agent across long, multi-turn conversations and expose edges your QA scripts won't — at a scale your team can't match by hand."

Synthetic Users

Automate Agent Behaviors with Synthetic Users

View of agent edge case review

Drivers are synthetic users with context and goals. They interact with your agent across long, multi-turn conversations and expose edges your QA scripts won't — at a scale your team can't match by hand."

Evaluate model edge cases

Voice

Voice agents, tested like real calls

Synthetic callers in dozens of languages, with the noise and clipping and crosstalk your real customers actually call from. Audio, transcript, and trace land on the same timeline — so Conversation Designers and Engineers debug the same call, in the same view.

Voice

Voice agents, tested like real calls

Evaluate model edge cases

Synthetic callers in dozens of languages, with the noise and clipping and crosstalk your real customers actually call from. Audio, transcript, and trace land on the same timeline — so Conversation Designers and Engineers debug the same call, in the same view.

Voice

Voice agents, tested like real calls

Evaluate model edge cases

Synthetic callers in dozens of languages, with the noise and clipping and crosstalk your real customers actually call from. Audio, transcript, and trace land on the same timeline — so Conversation Designers and Engineers debug the same call, in the same view.

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

Production failures don't stay in production. Okareo turns each one into a synthetic scenario, runs it on your next PR, and gates the deploy. The test library gets stronger every week — without anyone hand-writing new tests.

Evaluate model edge cases

Analyze

Close the Loop from Production to Development

Production failures don't stay in production. Okareo turns each one into a synthetic scenario, runs it on your next PR, and gates the deploy. The test library gets stronger every week — without anyone hand-writing new tests.

Evaluate model edge cases

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Key Benefits

Voice and text, one platform

Stop switching tools when modalities change.

Trace and transcript, one view

Designers and engineers debug the same call.

Eval on every PR

Wire Okareo into CI. Gate releases on real conversation quality.

Built for cross-functional teams

Conversation Designers, Engineers, ML, and QA in one workspace.

Production feeds development

Failed real calls become tomorrow's test scenarios — automatically.

Find edges, not just bugs

Synthetic users explore behaviors humans wouldn't think to try.

Key Benefits

Voice and text, one platform

Stop switching tools when modalities change.

Trace and transcript, one view

Designers and engineers debug the same call.

Eval on every PR

Wire Okareo into CI. Gate releases on real conversation quality.

Built for cross-functional teams

Conversation Designers, Engineers, ML, and QA in one workspace.

Production feeds development

Failed real calls become tomorrow's test scenarios — automatically.

Find edges, not just bugs

Synthetic users explore behaviors humans wouldn't think to try.

Key Benefits

Voice and text, one platform

Stop switching tools when modalities change.

Trace and transcript, one view

Designers and engineers debug the same call.

Eval on every PR

Wire Okareo into CI. Gate releases on real conversation quality.

Built for cross-functional teams

Conversation Designers, Engineers, ML, and QA in one workspace.

Production feeds development

Failed real calls become tomorrow's test scenarios — automatically.

Find edges, not just bugs

Synthetic users explore behaviors humans wouldn't think to try.

Key Benefits

Voice and text, one platform

Stop switching tools when modalities change.

Trace and transcript, one view

Designers and engineers debug the same call.

Eval on every PR

Wire Okareo into CI. Gate releases on real conversation quality.

Built for cross-functional teams

Conversation Designers, Engineers, ML, and QA in one workspace.

Production feeds development

Failed real calls become tomorrow's test scenarios — automatically.

Find edges, not just bugs

Synthetic users explore behaviors humans wouldn't think to try.