Technology transformation
Truth Computing
We transform technology for organizations where being wrong is unthinkable.
We embed with a small number of exceptional teams and rebuild the systems they cannot afford to get wrong.
We build simple, human-in-the-loop products on scalable infrastructure, iterate quickly, and deploy them where failure is not an option.
By invitation. We take on a small number of engagements at a time.
Building in the open
Six months to first light.
Counting down to January 13, 2027.
What we do
We rebuild the systems your business cannot afford to get wrong, and we ship them in weeks, not quarters.
We go inside a business, find the work that is hardest to get right, and rebuild it, until the people who depend on it can trust it completely.
Days
We embed, find the failure points, and scope the work.
Weeks
You are using the thing we built, in production, not in a deck.
Then
We harden it, prove it, and hand you the keys.
What we stand for
Trust
Every claim we make, we can prove.
Discipline
We do fewer things, and we finish them.
Creativity
We find the answer no one else was looking for.
Execution
We own the outcome, not the recommendation.
Exuberance
We love this work, and it shows.
Human in the loop
You stay in control, always.
Our products keep a human in the loop by default. You decide what runs on its own and what waits for your permission. Full automation is there when you want it, but it is never assumed: Truth Computing will never fully automate a decision without your explicit, gated approval.
How we build
Systems you can trust, and prove you can trust.
Trust
Every claim we make, we can back with evidence.
Reliability
Correct under load, and predictable when it matters most.
Privacy
Your data stays yours. We collect less and guard what we hold.
Security
Built to withstand the adversary, not just the happy path.
Auditability
Every decision leaves a trail you can inspect and replay.
Grounded in Matthew’s Stanford training in the systems, statistics, and theory these guarantees are actually made of.
Worked on Systems, Product, and Growth at
- Stanford Medicine
What we help with
From the proof to the product to the people who use it.
- Brand
- Marketing
- Distribution
- Go-to-market
- Product development
- Scalability
- Systems programming
01
Research & Validation
Designing experiments, stress testing claims, and separating a true answer from a plausible one.
02
Applied ML
Taking a model from notebook to product: data pipelines, fine tuning, retrieval, and inference.
03
Systems & Infrastructure
Building the substrate that keeps things fast, observable, and correct under load.
04
Algorithms & Theory
Reaching for the right abstraction: the proof, the bound, the structure that makes a hard problem tractable.
05
Go to Market
Finding the first users, the message that lands, and the channel that compounds.
06
Narrative & Media
Turning complex work into a story people remember, in film, copy, and brand.
The team
Our focus
Our attention belongs entirely to the clients we serve.
Our work spans education, healthcare, and law, all at once, and we mean to leave each of them better than we found it.
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Forward looking. Truth Computing is in active development. Descriptions on this page are forward looking and aspirational, they describe goals and intended functionality, not shipped features, guarantees, certifications, or measured results. Nothing here is an offer, a commitment to deliver, or a representation that any product or service is available, certified, or approved for any use. Industry figures, where cited, link to third party sources and describe industry scale problems, not Truth Computing results. Nothing on this page is investment, financial, medical, legal, or professional advice. Capabilities and timelines may change without notice.
Spot an error? Email mtorre@truth-computing.com and we will correct or remove it.