Our work

We build tools that solve problems we understand firsthand. Each project is grounded in real operations — not theoretical frameworks.

Grant compliance infrastructure for healthcare nonprofits managing federal reporting.

Career intelligence platform for healthcare professionals navigating AI-driven workforce transformation.

AI-augmented production management for manufacturing operations.

Financial normalization tools — largely absorbed into JAWS, GL detail reports still in use.

Turns a health plan denial into a submission-ready appeal packet with deterministic fact extraction and AI-drafted appeal language.

An open-source gateway connecting PACE to a vendor-facing status board for outsourced bindery jobs.

Proof-of-mailing and drop certification for regulated print — independent evidence of when mail entered the postal stream.

A fast, local CLI for inspecting CSV files and surfacing structural issues — no schemas, notebooks, or setup.

A content-driven web platform for a century-old bindery entering the direct-to-author market.

A 741-page career guidance platform helping students navigate aerospace careers in the AI era.