Project notes
Thinking in workflows
Notes on document intelligence, retrieval systems, natural-language reporting, and practical AI workflows that teams can actually trust.

Designing Document Intelligence Workflows
How document automation moves from OCR output to reviewable, auditable business workflows.

Building Retrieval Systems Teams Can Trust
The difference between a chatbot that answers questions and a knowledge system teams can verify.

Designing Natural-Language Reporting Systems
How business questions become governed reporting workflows instead of free-form query generation.