Multimodal Diagnostic AI
Models reasoning jointly over imaging, labs and clinical notes.
Diagnostic models that combine imaging with structured and unstructured clinical data now outperform single-modality tools in several specialties, though regulatory clearance still trails capability.
Multimodal AI across other industries
Single models reasoning jointly across text, image, audio and structured data.
Multimodal Foundation Models
Single models reasoning across text, image, audio and video.
Multimodal Document Intelligence
Models extracting structured data from loan, KYC and claims documents.
Multimodal Visual Quality Inspection
Vision-language models inspecting products for defects against spec.
Multimodal Product Discovery & Search
Search that reasons across images, text and style, not just keywords.
From the Healthcare & Life Sciences Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.
An independent, industry-agnostic radar curated by Shailesh Kumar.