AI Engineering
Learn LLMs, RAG, agents, secure tools, and production AI through practical insurance examples.
Vision and image understanding
Vision models interpret image content, such as objects, layout, handwriting, and visual relationships. Image understanding produces descriptions or structured observations; it does not automatically verify authenticity or determine business liability. Quality…
PDFs, OCR, and document AI
Document AI combines text extraction, OCR, layout/table understanding, and field extraction. A PDF may already contain usable text or require image interpretation. OCR reads characters; document understanding connects them to fields and structure.
Speech-to-text, text-to-speech, and audio understanding
Speech-to-text converts spoken words into text. Text-to-speech produces spoken output from text. Audio understanding can also process nontext information in audio, depending on the model, but reliable interpretation of emotions or identity should not be…
Voice agents and video understanding
A voice agent handles a live conversation, including listening, responding, interruption, and tools. Video understanding combines information from sampled frames, timestamps, and sometimes audio. Both involve timing and event coordination beyond an ordinary…
Difficulty is an editorial estimate. Completion means you chose to mark a question as understood.