Envisionit Deep AI

Envisionit Deep AI is an AI monitoring and assurance platform for healthcare organisations and medical AI vendors, with a primary focus on radiology and real-world performance monitoring of diagnostic AI.

Key capabilities include:

• Real-time validation and monitoring of deployed diagnostic AI tools, designed to run autonomously in the background to reduce manual QA effort.
• Human-AI interaction tracking to capture how clinicians interact with AI outputs and help flag potential errors in routine clinical use.
• Drift and bias detection across populations and devices, supporting ongoing benchmarking of AI performance after deployment.
• AI assurance reporting aligned to regulatory and quality needs, with support for requirements such as ISO 13485, the EU AI Act, and FDA expectations.

Available on Web, integrating into existing radiology workflows.