RESEARCH & FIELD NOTES
Ask better questions.
Keep the evidence.
How do we make intelligent systems more useful, reliable and economically practical? Our research starts with those questions and keeps the workings visible.
THE RESEARCH DIRECTION
Knowledge should
be cumulative.
A useful investigation produces more than a polished answer. It leaves sources, explicit assumptions, open questions and a better starting point for the next decision.
Explore the research systemORIGINAL FIELD GUIDES
Practical thinking.
With the limits left in.
How to rank automation opportunities before you build
A practical five-factor screen for choosing a first workflow and rejecting attractive projects that are not ready.
How to design a small RAG evaluation sprint
Build a compact test set that measures retrieval, grounding, citations, completeness, and abstention before a knowledge assistant ships.
How to establish a QA automation baseline
Turn a small business rule into a reproducible set of nominal, boundary, validation, and rounding checks that can gate future changes.
TECHNICAL BRIEFS
Automation strategy
Read the method, example and limitations.
Open briefORIGINAL DEMONSTRATION / PDFAI evaluation
Read the method, example and limitations.
Open briefORIGINAL DEMONSTRATION / PDFSoftware quality
Read the method, example and limitations.
Open briefThese are original, self-directed demonstrations using illustrative or synthetic inputs. They do not represent client results.
MAKE SOMETHING MATTER
A difficult question is a good place to start.
Start a conversationTell us which task repeats, where it gets stuck and what a useful result would look like.