Project notes
Notes on building and testing
General design notes on document processing, retrieval, and reporting. These discuss engineering considerations; they are not production benchmarks or claims that every pattern was implemented.
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.