AI Transformation Engine
A practical operating model for helping healthcare operations teams move from scattered AI experimentation to governed, measured, role-aware adoption.
James Robinson
Analyst. Builder. Investigator.
Taking complex systems and data and making them easier to understand, visualize, and act on.
Work
Selected projects.
Public-facing platforms built from filings, on-chain data, healthcare systems, and regulated workflows.
Michigan Resources
A public resource directory for Southeast Michigan — searchable by need, program, or organization, with county-level filtering and crisis support links.
GME Intelligence
SEC filing analytics platform synthesizing GameStop's disclosures into structured dashboards — tracking capital allocation, governance, strategic language evolution, and disclosure tone across years of filings.
Blockchain Analysis
Interactive 3D solar-system view mapping 292 wallets and 521 transactions connected to a meme coin on Solana. Color-coded by role with hover tooltips for transaction history and DeFi metrics.
UNH Forensic Investigation
Public-record methodology study of UnitedHealth Group — covering Medicare billing practices, subsidiary networks, cybersecurity incidents, and regulatory actions.
The Fall of Bed Bath & Beyond
Forensic case study reconstructing how roughly $12B in shareholder value disappeared through capital-depleting buybacks, insider trading, and dilutive offerings — built on SEC filings, court records, and depositions.