CoA — Applied AI
AI products that ship in weeks
and stay accountable for life.
Today’s technology, without the legacy
drag or the change-management tax.
Turning multi-million-dollar problems and compliance needs into simple products. Tailor-made for you, at what technology actually costs today.
Adjudicate — Next-Generation Case Management and Decision Writing
Shown on a fully synthetic case file — no real veteran data.
AI that helps read the slide — for translational and clinical pathology.
The Publication · Since March 2026
Field notes from building AI in production.
From the Model is where we write down what we’re learning — building AI that ships in medicine, government, and our own operations. Written by the people doing the work: a CEO, a Chief of Applied AI, and a Chief Medical AI Officer. Signed, no ghostwriters.
Leadership
CEO
West Point graduate, U.S. Army veteran, therapist, and engineer. A former member of USDS, Ari built teams across key services including Veteran Benefits and organ donation. Known at CoA for single-handedly maxing out six Claude accounts a week.
Chief of Applied AI
Award-winning design executive with 2× Fast Company nominations. Over 100M people use his designs every day, and he has grown $1B+ design portfolios. He writes on AI design, dialectic models, applied psychology, and organizational modeling.
Chief Medical AI Officer
Board-certified pathologist and former Chief Digital Innovation Officer at Mayo Clinic. Former Executive Director at AstraZeneca and the first pathologist hired by Alphabet/Verily. Leads CoA’s healthcare AI practice, where trust and explainability decide what gets used.
In their words
Coa understands government and delivers at speed. They shipped an AI prototype for Veterans Affairs in weeks without needing hand-holding. That’s the partner you want on a federal engagement.
Adjudicate is a part of every appeal we send to the Board of Veterans’ Appeals. They find our problems before we even notice, and fix them within days. We couldn’t do our work without it.
