Envisionit DeepAI Ltd

Company profile

About Envisionit DeepAI Ltd

Envisionit Deep AI is a UK-based health AI company that addresses critical gaps in medical AI validation and monitoring through its flagship product, RATIFY. The company was founded by Dr. Jaishree Naidoo, a radiologist who recognized that while AI tools performed well in trials, they often behaved unpredictably once deployed in real-world clinical settings. RATIFY is an independent, vendor-agnostic AI assurance platform specifically designed for radiology that provides real-time validation, continuous performance monitoring, drift detection, and human-AI interaction tracking. The platform integrates directly into existing PACS/RIS workflows, operating autonomously in the background without requiring additional clicks from clinicians. By delivering transparent, accountable, and measurable AI performance data, RATIFY helps healthcare providers reduce medico-legal risk from AI misdiagnosis, demonstrate clear ROI on AI investments, eliminate manual quality assurance burdens, and gain insight into bias and model drift. The company's vision is to set the global standard for independent monitoring and assurance of medical AI, ensuring every patient benefits from AI they can trust. Envisionit Deep AI serves hospitals, health systems, and radiology departments seeking to deploy AI tools safely and effectively while maintaining full compliance with EU and FDA standards.

Company description · Envisionit DeepAI Ltd official website