Okareo

Okareo is a Coding & Development tool that helps build successful AI products. It provides a single platform to analyze, test, observe, evaluate, and fine-tune new AI features.

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At a glance

Pricing

Freemium · Paid · Enterprise

Free tier

Yes

API

—

Skill level

Technical

About

What is Okareo?

Okareo offers a comprehensive platform for AI application developers to build and deploy high-quality LLM-powered applications. It enables users to simulate real users and automate agent behaviors with 'Drivers' to expose unexpected behaviors and edge cases. The platform allows for automated agent evaluation in CI/CD pipelines, catching failures early and ensuring reliable agents. Okareo also helps close the loop from production to development by pairing simulation with error tracking and synthetic data, generating new test cases and data for retraining or fine-tuning. This leads to faster fixes, stronger guardrails, and safer agents, providing full visibility and increasing accuracy for AI products.

Best used for

Ideal for developers and product managers who need to ensure the reliability of AI agents, identify unexpected behaviors, and automate the evaluation process. Especially valuable for integrating AI testing into CI/CD pipelines and closing the feedback loop from production issues to development fixes.

Common actions

test AI agents

evaluate LLMs

fine-tune models

simulate user interactions

automate AI testing

Capabilities

Key features

Simulate users
Automate agent behaviors
Evaluate in CI/CD
Error tracking
Generate synthetic data
Fine-tune AI models
Production guardrails

Target Audience

developerproduct managerdata scientiststartup founder

Integrations

Not yet documented

Pricing & Plans

Freemium · Paid · Enterprise

Not publicly disclosed. Check okareo.com for current pricing.

FAQs

What is included in Okareo's free tier?

The free tier, called 'Cloud Server Free', includes up to 500 datapoints, agent error discovery, online and offline evaluation, custom evaluators, dataset and prompt versioning, and CI/CD integration. No credit card is required to get started with this plan.

Does Okareo support agentic evaluation and RAG applications?

Yes, Okareo is designed to support agentic evaluation, allowing users to test and observe the behavior of AI agents. It also explicitly states that it can handle RAG (Retrieval Augmented Generation) applications, providing tools to ensure their stability and performance.

Can Okareo help with fine-tuning AI models based on production issues?

Absolutely. Okareo allows users to pair simulation with its error tracking and synthetic data generation capabilities. Production issues can trigger new simulations, which then generate test cases and data specifically for retraining or fine-tuning AI models, leading to continuous improvement.

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