Multimodal Visual Quality Inspection
Vision-language models inspecting products for defects against spec.
Visual inspection AI has matured well beyond narrow defect-classifier models — multimodal models that reason over images alongside spec documents now handle far more nuanced, context-dependent quality calls.
Sequencing
Builds on Edge AI on the Factory Floor, Evaluation-Driven AI for Predictive Maintenance
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 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 Product Discovery & Search
Search that reasons across images, text and style, not just keywords.
From the Manufacturing & Industrial Emerging Technology & Innovation Radar, Edition 2026.1, published 2026-10-01.
An independent, industry-agnostic radar curated by Shailesh Kumar.