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.
Mission & Story
Mission
To ensure every patient benefits from medical AI they can trust.
Founding Story
Dr. Jaishree Naidoo, a radiologist working in under-resourced South African hospitals, witnessed the urgent need for AI to scale radiological expertise. However, after developing and deploying early AI tools for tuberculosis and pneumonia detection in chest X-rays, she discovered a critical problem: no one was rigorously proving these algorithms were safe or effective for actual patients. Early deployments revealed silent failures and edge cases where AI confidence masked real errors. This realization inspired the company's pivot from developing AI diagnostic tools to building RATIFY, an independent assurance platform that makes AI trust measurable through real-time error detection, rigorous validation, and full regulatory compliance.
Clinical Focus
Medical conditions and clinical areas addressed by Envisionit DeepAI Ltd.
Who It Serves
Milestones & Awards
Recent Milestones
Featured on Nasdaq (September 2024); Featured on CNN (August 2024); Keynote speaker at ECR 2025 Vienna (March 2025); Partnership with Bayer announced at RSNA 2024; Sifted Summit London speaker (October 2024); Received Transformative Tech grant from Innovate UK; Expanding RATIFY into other medical imaging modalities; Raising capital for global market reach
Awards & Recognition
Transformative Tech grant from Innovate UK; Featured on Nasdaq; Featured on CNN; Keynote speaker at ECR 2025; Contributing expert to 2024 CLAIM guidelines update for AI in medical imaging
Key Partnerships
Social & Media
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Latest Updates
Company Details
- Founded
- 2020
- Headquarters
- Cobham, Surrey, United Kingdom
- Employees
- 1-10
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