# Okareo > Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04. - **Business Profile:** https://optimly.ai/brand/okareo - **Dataset:** https://optimly.ai/brand/okareo.json - **Markdown:** https://optimly.ai/brand/okareo/llms.txt - **Official website:** https://okareo.com - **Slug:** okareo - **Categories:** ai-machine-learning ## Overview - **Tagline:** Employs 'Drivers' (synthetic users with personality, context, and goals) for exploratory, multi-turn testing to uncover unknown edge cases beyond traditional scripts; offers a single platform for both voice and text modalities; provides a unified debug surface with audio, transcript, and trace on one timeline; integrates evaluation directly into CI/CD pipelines to gate every PR; features a closed-loop system that automatically converts production failures into new test scenarios, continuously strengthening the test library. Source: Brand's website (https://okareo.com) · 2026-10-04 - **Description:** Okareo provides a platform for testing and evaluating AI agents, particularly conversational AI, using synthetic users ("Drivers") to simulate real-world interactions, identify edge cases, and integrate evaluations into CI/CD pipelines. It offers a closed-loop system where production failures become new test scenarios, enhancing agent robustness and providing visibility into AI behavior. Source: Brand's website (https://okareo.com) · 2026-10-04 ## Offerings - **Core capabilities:** - AI agent testing platform; synthetic user simulation (Drivers); voice agent testing with real-world audio conditions (noise - crosstalk - clipping) across 30+ languages; CI/CD integration for automated evaluation on every commit; closed-loop system for converting production failures into new test scenarios; unified timeline for debugging (audio - transcript - trace). Source: Brand's website (https://okareo.com) · 2026-10-04 ## Audience - **Target industry:** Global enterprises and fast-moving startups shipping production AI agents; cross-functional teams including Conversation Designers, Engineers, Machine Learning (ML) teams, and Quality Assurance (QA) professionals. Source: Brand's website (https://okareo.com) · 2026-10-04 Page last updated 2026-10-17.