Use Case

Build Voice Agents Your Customers Don't Hang Up On

Simulate, evaluate, and monitor voice agents from prototype to production.

Pre-Production: Find the Edges

Generate hundreds of realistic conversations across personas, languages, and audio conditions before a single real customer dials in. Replace QA scripts with simulations that grow with your agent.

Persona-Driven Drivers

Persona-Driven Drivers

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Multilingual Coverage

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Multilingual Coverage

Adversarial Conditions

Adversarial Conditions

Behavior Map

Behavior Map

Find the edge cases before your first pilot call.

Build Loop: Eval in CI

Wire Okareo into your CI/CD. Every change to a prompt, tool, model, or voice runs against your simulation suite and posts a Scorecard back to the PR. No more vibe shipping voice changes.

Scorecard on PR

Scorecard on PR

Works With Your Stack

Works With Your Stack

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Fast Feedback

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Fast Feedback

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Versioned Scenarios

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Versioned Scenarios

Every prompt change. Every pull request. Tested.

Production: Watch Every Call

When a real call goes wrong in production, both teams open the same Okareo URL. Designers see the dialogue and the goal completion. Engineers see the spans, tool calls, and latency. Same call. One source of truth.

Per-call Traces

Per-call Traces

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Behavioral Alerts

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Behavioral Alerts

Synthetic Prod Checks

Synthetic Prod Checks

Incident Replay

Incident Replay

Voice observability that speaks designer and engineer.

Closed Loop: Production Feeds Development

Failed real calls become Okareo scenarios automatically. Your simulation suite gets stronger every week — without anyone hand-writing new tests.

Auto Scenario Generation

Auto Scenario Generation

Synthetic Data

Synthetic Data

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Versioned Test Library

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Versioned Test Library

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Guardrail Refinement

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Guardrail Refinement

Yesterday's production failures are today's test cases.

Join the Trusted Future of AI

Join the Trusted
Future of AI

Join the Trusted
Future of AI