Overview

White Circle provides a control layer platform for AI systems in production that sits in front of models via a single API to test, protect, observe, and improve AI behavior. It uses proprietary models to monitor inputs and outputs in real time against client policies, detecting unsafe inputs, jailbreaks, prompt injections, harmful content, hallucinations, model drift, and malicious user activity, and can block or filter as needed. The platform emphasizes governance and observability for enterprise use, designed for both technical and non-technical teams, with security certifications (SOC 2 Type I & II, HIPAA). Its goal is to help finance and healthcare companies reduce risk while improving reliability and compliance across production AI deployments.

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