Document AI Optimization
Improve your document AI system and give your team a repeatable way to keep improving it.
What you get
A working document system
You get a working document pipeline that processes your documents and produces outputs evaluated against annotated examples. I demonstrate better accuracy or lower processing costs than your current system. Your team gets the code to integrate it into your production app and rerun the evaluations as it changes.
An annotated evaluation dataset
I create and annotate an evaluation dataset from your real documents, so your team can measure performance and test future changes.
See where your system makes mistakes.
Use the annotation interface to review your documents, check annotations, and compare model outputs.
Train your whole team.
Your whole team gets access to my PDF to Production course.
Measurable improvement, guaranteed.
If I haven’t delivered the agreed results by the agreed date, choose a full refund or up to three additional months of work at no charge. If I still haven’t delivered, you receive a full refund.
“Under his guidance, a project we had been struggling with for a year was cleaned up and completed in 2 months!”

Work directly with me.
I set up the evaluations, test changes, and show your team how to repeat the process. We agree on the results and delivery date before starting.
Ongoing evaluation and advisory are available after the project.