Humata AI

Humata AI, built by Tilda Technologies, lets people upload documents and ask questions about them in plain language rather than reading through the material manually. Every answer comes with citation links back to the exact passage it was drawn from, so users can verify a claim instead of taking the AI's word for it. The company positions the product as a document-focused alternative to general chatbots, built around the idea of a persistent knowledge base rather than a single one-off conversation: users can upload many files and query across the whole collection at once, which suits research papers, legal contracts, and other technical documents that are too long to read quickly. The service is aimed at teams, researchers, academics, and professionals who need to extract insights from large volumes of text, and it offers webpage embedding so the Q&A widget can be added to an external site. Security features include encrypted storage and role-based access controls for enterprise and education customers. Humata runs on a freemium model: a free tier with limited pages and questions, a paid Expert tier, and a per-user Team tier, plus additional page-based charges for heavier use. Single sign-on through Okta, Google, or SAML is listed as a planned feature rather than something currently available, so larger organizations may need to wait for that capability.