A digital twin models your process. A GREENBOX Certified Clone proves it. A standard, backed by mathematics and first principles, that shows what actually happened and lets anyone verify it. Proof, not promises.
We make your process provable. You hand us the run · we hand back a mathematical proof that it met its mark, one any auditor can check without trusting us and without ever seeing your recipe. Data in, proof out.
Figures cited are industry estimates.
The standard for what actually happens inside your process, backed by mathematics and first principles, not a checklist. It is tamper-evident and it never rests on your word, and the same proof holds in any domain you run, from a pharma batch to a defense system.
We turn your completed run into a sealed record built for audit review, with a checkable bound. In hours, not days.
We run the model forward on your live process to catch drift before a run is lost.
We trace which input, which step, and whether the process would have failed anyway. Causal, not correlation.
Pruthvi PatelCo-Founder · Physical Systems
Lisa YangFounder & CEO
Dr. Abel KarimiCo-Founder · AI Systems
We build from first principles and rare mathematics, and we prove everything we claim. We do not ship what we cannot prove, and the same standard extends to any regulated process, one at a time.That discipline is the product.
A fast, accurate model of your process that ships with a checkable, adversarially-tested error bound and a sealed proof anyone can check offline. A digital twin predicts. A GREENBOX Certified Clone proves what it predicts, and flags itself the moment your process leaves the range we certified.
It is neither AI nor a black box. It is deterministic and grounded in the settled science of your process, which is why the error can be bounded and why it holds up as evidence for your auditors. Everyone else hands you a prediction and asks you to trust it. We hand you a proof you check yourself, offline, without us. Others model your process; we certify it.
Accuracy here is a number you can check, not an average that hides the bad days. For any prediction we give a worst-case bound that has been adversarially tested: the most it can be off, within the range we certify. It stays tight for near-term calls and widens honestly the further ahead you look. The bound is built on the real noise and drift in your own instruments, and the moment your process leaves the range we checked, it flags that instead of guessing.
Real data. We have built and certified clones across thousands of real, measured runs spanning several physical domains, not simulations, and each holds its bound on data the model never saw. In some cases the bound held even on an entire unit it had never been shown. We ground it on your own data and prove the bound carries over to your own equipment.
You keep the certificate and the proof behind it, and you can verify it yourself offline, with no contact with us. Your data stays private to you, and how it is handled is arranged with you.
Less than most people expect. A handful of historical runs with their outcomes is usually enough, and it does not need to be clean first. Reconciling messy sensors, gaps, and mismatched records is our job, not yours. Before we promise anything, we tell you plainly whether your data can support a bound, and exactly what to add if it cannot.
Every proof is scoped to your process as it is today. When it changes, we re-certify, on request, on a schedule, or when it drifts past the range we certified. The certificate's signature never expires; what lapses is its currency, and only we can refresh it.
It is built to support the standards you already answer to, including 21 CFR Part 11, GMP, ALCOA+, GDPR, CMMC, and NIST 800-171, and to extend to new ones as they emerge. The clone produces sealed, offline-verifiable evidence that maps to the controls in those frameworks and that an auditor can check independently. We help your evidence line up with what auditors look for; the compliance determination stays yours.
Reach out, and if there’s a fit, we’ll show you the proof on your own process.
