Simulate Any Persona. Stress-Test Every Turn.

Okareo simulations are dynamic, synthetically generated conversations based on a Persona's objectives. Personas can represent real-world user archetypes like:

New Users unfamiliar with your product

Power Users who ask edge-case questions

Hackers probing for loopholes

Unhappy Customers with high emotional volatility

You define your target personas, and Okareo does the rest—automatically generating conversations, evaluating every exchange, and revealing behavioral blind spots.

BehaviorMaps,NotJustMetrics

Okareo doesn't just log outputs—it builds a behavior map of your agent’s decisions across hundreds or thousands of conversations. Each turn is automatically evaluated for:

Goal alignment

Factuality

Relevance

Conversational Flow

Zoom in to explore which types of inputs trigger problems. Zoom out to see patterns across Persona types and turn depths. No more guessing where to improve.

Simulation-Driven Debugging and Improvement

Agent Simulations work hand-in-hand with the rest of the Okareo platform. Once issues are detected, you can:

Improve individual nodes in your agent logic

Adjust prompts or tool usage in specific branches

Generate datasets directly from failed runs

Write guidance rules tailored to high-risk user behaviors

It’s your lab for iterative improvement—no manual testing required.

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