Foresight was started by a team that has spent a decade shipping AI into regulated industries — advised by the clinicians, health-system leaders, and venture operators who know healthcare’s billing plumbing from the inside.
“Every week a US clinic spends more on billing than on care. That math is wrong — and it is the last manual office on earth. We are here to close it.”
From McKinsey ML and Google consumer to Avanade AI direction — big-picture thinking paired with day-to-day implementation.
Our team has built multiple healthcare companies valued more than $5bn and touching hundreds of thousands of lives.
Advisors licensed and practicing across psychiatry, family and internal medicine, and addiction care.
From McKinsey, Stanford, Google, White House, Penn Medicine, Wharton, Berkley, and more.
CEOChief Executive · Founder
JJ has built dozens of AI products over the past decade, including agentic AI in regulated industries and computer-vision engines providing real-time biometrics. His background spans machine learning and strategy work at McKinsey, consumer products at Google, and AI strategy as an Avanade director — pairing big-picture thinking with day-to-day implementation.
Our advisors are practicing physicians, health-system medical directors, and venture operators. They help us pressure-test policy, push back on product decisions, and open doors to the specialty groups we serve.
PhD, JD, MPA · Advisor
Healthcare strategist bridging academia, industry, and policy. External Advisor to McKinsey, Senior Advisor at Stanford Medicine’s Clinical Excellence Research Center, and Chief Health Officer for Umoja Health’s Food for Health division. Chairs the PFAC at Blue Clay Health. Degrees from Northwestern, Harvard Law, Princeton.
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MD, MBA · Advisor
Physician–operator who bridges payer, provider, and ops. Medical Director at Elevance Health; Chief Medical Officer and co-founder of Klinic, expanding addiction-treatment access in underserved communities. Diplomate of the American Board of Psychiatry and Neurology, licensed in 45+ states. UC Berkeley.
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MBA · Advisor
Science-to-startup builder with developmental biology training at Penn Medicine and Wharton. Split early time between investment and hands-on operating roles, with a successful exit. Spent four years leading an oncology therapeutics company as founder/CEO. Today advises multiple companies and sits on Penn and Wharton investment committees.
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MD, FAAFP · Advisor
Family-medicine physician and health-tech medical director bringing frontline primary-care experience to virtual-first care and AI clinical tools. Medical Director at Zealthy; advises ScribeAI on AI-scribe workflows that reduce documentation burden. Trained at UT Rio Grande Valley; previously cared for patients at Summit Health and Kelsey-Seybold Clinic.
LinkedIn →Deterministic logic where it can fire 100% of the time. AI only for the parts that genuinely need it — and always with provenance.
Every feature reviewed with practicing physicians before it ships. Every playbook mapped to a real denial on a real claim.
Every field tagged with where it came from. Every decision replayable. Humans get the final word on anything below confidence — and on every prior auth, a clinician signs off before submission, period.
We’re a small team. If you are a senior engineer, a revenue-cycle operator, or a clinician who wants to help shape the product — come talk to us.