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

Designing Document Intelligence Workflows

How document automation moves from OCR output to reviewable, auditable business workflows.

Building Retrieval Systems Teams Can Trust

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

Designing Natural-Language Reporting Systems

How business questions become governed reporting workflows instead of free-form query generation.