Multimodal Foundation Models
Single models reasoning across text, image, audio and video.
Multimodal is now the default frontier-model shape, not a specialised variant. Product teams should assume any new foundation model release is multimodal and design interfaces accordingly.
Multimodal AI across other industries
Single models reasoning jointly across text, image, audio and structured data.
Multimodal Diagnostic AI
Models reasoning jointly over imaging, labs and clinical notes.
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 Technology & SaaS Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.
An independent, industry-agnostic radar curated by Shailesh Kumar.