Vision / Multimodal (2026)

Vision and multimodal tools let AI work with images, documents, screens and video, not just text. They include GUI agents that see and operate a desktop, document intelligence libraries that extract text and structure from PDFs and images, and integrations that bring models into visual tools such as image-generation pipelines.

Check which modalities a tool actually handles and how: some rely on a vision-language model, others on OCR and layout analysis. For GUI agents, look at supported operating systems and safety controls, since they act directly on your screen. For document extraction, test on your own files; accuracy on tables and scanned pages varies a lot between tools.