Qabit

Qabit addresses the challenge of unmeasured AI response quality by providing a simple way to rate outputs using standardized rubrics. Developers can integrate the tool with minimal effort to capture both quick ratings and detailed audits, turning subjective assessments into trackable metrics that support data-driven refinements. The platform includes six specialized templates covering foundation models, agent tool use, knowledge retrieval, and user satisfaction. All submissions follow the same schema, ensuring scores remain comparable whether collected from humans or automated processes across different product features. By maintaining records of every evaluation, Qabit helps identify silent failures in AI systems and replaces ad hoc reviews with repeatable processes. Early access includes free evaluations to help teams establish evaluation infrastructure without initial costs.