Small, specialised models that beat much larger ones, and that organisations can run privately at scale.
For seven years APEXE3 has worked with large asset managers. Across all of them, one need keeps coming up: getting accurate, structured data out of millions of documents without sending them anywhere. We build compact models for exactly that: accurate enough to trust, cheap enough to run on every page, and small enough to deploy inside a client's own infrastructure.
AE3-TL finds every table on a PDF page and rebuilds it cell for cell, with captions and footers attached to the right table.
We are extending the same approach to the rest of the document:
We help teams run our models privately at scale, tune them on their own document types, and integrate them into research and data pipelines.