Company Performance Metrics
Qualiloop develops a software platform for testing, evaluating, and monitoring production AI agents and workflows. The platform focuses on detecting hallucinations, tool failures, security issues, and goal completion errors in complex agent behavior. It supports functional testing and adversarial red-teaming using synthetic conversations and custom
attack models. Engineering teams can define tests in plain English, generate diverse user scenarios, and run large numbers of concurrent sessions. The software captures full tool call traces, applies custom guardrail and domain checks, and groups failures into violation clusters. It also supports scheduled regression runs and integrations with popular observability and tracing tools. Qualiloop serves teams building chatbots, tool-calling agents, retrieval pipelines, and multi-step AI workflows who need systematic evaluation and reliability controls.
