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 PACS/RIS radiology workflows.

Designed for hospitals, radiology departments, healthcare providers, and medical AI vendors that need vendor-agnostic oversight of multiple third-party AI tools without replacing clinical judgement.

Notable for its operational presence across the United Kingdom and South Africa, and for offering an independent assurance layer that turns post-deployment performance data into evidence suitable for governance, procurement decisions, and medico-legal risk management.