Applied AI for high-consequence work
AI systems you can check.
We build applied AI for law, healthcare, education, and other fields where mistakes reach real people.
View our workTruth Computing
Why we build
AI is only useful when people can trust what it does.
We design systems that retrieve evidence, explain their conclusions, and stop for human approval when the consequences matter.
See how we build →Selected work
Research turned into working systems.
Clientlyy
Client communication infrastructure for personal injury law firms. Routine updates move faster while attorneys remain in control of every message.
Visit Clientlyy →
Truth Computing Media
Independent field reporting about technology, cities, institutions, and the systems shaping everyday life.
Watch the reporting →
Affordable Family Vision Center
A patient-facing practice site and booking workflow created with a family optometry design partner.
View the deployment →
Kantor Intelligence
Broker verification for owner-operators and small fleets. Each new broker must show active FMCSA authority, pass an independent callback, and match the load details before it can be marked Verified.
Visit Kantor Intelligence →
Ontario-Montclair School District
A formal partnership with the school district serving Ontario and Montclair. We are working with its leaders and educators to bring Feynman, our free AI learning platform, to first generation and low income students.
Visit OMSD →Our method
Study the problem. Build the system. Prove its limits.
01
Understand
We work with the people closest to the problem and identify where the current process fails.
02
Build
We turn the strongest research into a working system designed around the real workflow.
03
Verify
We test failure cases, preserve the evidence, and keep people in control of consequential actions.
The team
A small team built around difficult work.
Matthew Torre
Co-founder, CEO & CTO
Stanford AI Laboratory · Stanford Medicine · Synchrony
Researched language-model safety and built clinical computer-vision systems before founding Truth Computing.
Mark Torre
Co-founder & CPO
UCLA · Clean Power Alliance · Uline
Independent filmmaker and journalist who now owns Truth Computing's product and go-to-market.
Kevin Tseng
CFO & COO
UCLA Economics · STORE Capital · Investment Banking
Finance professional who moved from aerospace M&A into running Truth Computing's operations.
John Sio
Head of GTM
USC · Civil Air Patrol · City of Montclair
USC alumnus who spent fifteen years mentoring youth through Montclair's after-school program and Civil Air Patrol.
Nathan Berio
Director of Outreach
Cal Poly Pomona · Motor Neuroscience Lab · Empower PT & Wellness
Kinesiology researcher and clinical PT aide who grounds our healthcare work in real patient friction.
Johnathan Fierro
Director of AI Research
California Baptist University · CodeMonkey CodeRush National Champion
Studies computer science and machine learning while directing our research on evidence and verification.
Raul Bedolla
Director of Education
Cal Poly Pomona · Truth Academy · Feynman Club
Owns Truth Academy and Feynman Club, and is building Feynman Clubs across Southern California.
Stan Morrison
Friend & Community Advisor
Former NCAA athletic director at UC Riverside and member of the California Sports Hall of Fame; a friend and community leadership sounding board.
Christian Soto
Works across Truth Computing's company operations and independent creative ventures.
Bring us the problem that has to be right.
We work with a limited number of teams building in law, healthcare, education, and other high-consequence fields.