Who built this, and why
Fundprint is an independent project by Atharva Doke. It exists because there was no public, sourced answer to a simple question a parent might ask: who actually owns my child's therapy clinic?
A question with no public answer
Autism therapy in the United States has been quietly rolled up by financial owners over the past decade. That ownership is real, it is consequential, and it was scattered across provider registries, deal announcements, and company directories that no one had assembled in one place. Fundprint assembles it, and insists that every claim point back to a document the reader can open.
It takes no position on ABA as a therapy. The clinics here serve real families; the point is not to judge the care, but to make its ownership legible.
Built as a pipeline, not a spreadsheet
The work is three open-source repositories. A deterministic Python pipeline pulls public records from two registries, snapshots and embeds them, resolves each ownership chain, holds every claim to confidence floors and a hand-validation gate, and publishes only what passes. The site you are reading is a frozen snapshot of that output.
See how the machine works for the full pipeline.
Honest by construction
Every owner shown is backed by a public source. Non-PE institutional owners are labeled as what they are. A clinic that is not in the record is a gap in coverage, never a certification that it is independent. Where the data is not yet complete, the site says so rather than implying otherwise.
It is a work in progress, maintained in the open, and it welcomes correction. The fastest way to improve it is to point out where it is wrong.
Everything is open
- fundprint-data
The Python pipeline: acquire, store, resolve, validate, publish.
- fundprint-dashboard
This static site, built from a pinned data snapshot.
- fundprint-methodology
The versioned methodology and changelog behind every claim.
Follow the build in the open: the progress log