THE KEEMLO GUIDES
Better workflows.
Informed decisions.
Practical methods for comparing AI costs, checking document extraction and choosing a change worth shipping.
Start with the question
you need to answer.
For engineers running recurring document-to-JSON tasks.
How to evaluate document extraction beyond valid JSON
Build source-based checks for document extraction, separate critical errors from formatting issues, and measure false accepts before deployment.
Read the guide 02Model routing vs workflow optimization: what should you test?
Compare a model swap, request routing and workflow changes by quality, total cost and adoption effort, with a practical document-extraction example.
Read the guide 03How to reduce LLM costs without lowering your quality bar
Compare model swaps and workflow changes using total cost, accepted results, verification, review effort and the cost of adoption.
Read the guideHOW TO USE THESE GUIDES
Take the method.
Test it on your workflow.
Each guide gives you a practical decision process, concrete examples and links to primary sources. Worked numbers are labelled examples, not Keemlo customer results.
The Keemlo team uses AI assistance in drafting and review. We check claims against the cited sources and the software we ship. Founders and contact details are available on our team page.
Explore the workflow demo