Pharma·Bioprocess·Defense·Battery·Energy·Chemistry·Materials·Robotics·Pharma·Bioprocess·Defense·Battery·Energy·Chemistry·Materials·Robotics·
GREENBOX CERTIFIED CLONES

Everyone models your process.
We prove it.

A digital twin models your process. GREENBOX Certified Clone proves it. A new standard, backed by mathematics and first principles, that shows what actually happened and lets anyone verify it. Proof, not promises.

Who It Is For
Regulated manufacturers
What It Does
Certifies your process met its mark
What You Get
Audit-ready proof, fast and verifiable
The Problem

Million-dollar decisions,
made on data nobody can prove.

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.

What We Certify

Pick your domain.
See the before and after.

Certification ConsoleLiveSelect A Domain
Pharma
Batch release takes days of manual review, and a recall costs $10M-$500M.
TodayDays of review, millions per failed batch
CertifiedA sealed, audit-ready record with a proven bound
Sealed
Bioprocess
Living systems drift run to run, and ~$28B a year is lost to irreproducible results.
TodayContamination and scrap, no proof
CertifiedReconciled, sealed records with a proven bound
Sealed
Defense
Supply chains, sensors, and autonomous systems are trusted across the mission, never independently verified.
TodayAssurance on trust, across the mission
CertifiedTamper-evident proof, verifiable offline
Sealed
Battery
Formation and aging run ~30% of cell cost, and ramp scrap runs 15-30%.
TodayScrap and recalls, no proof
CertifiedCertified cell-formation and QA, verifiable offline
Sealed
Energy
Grid and storage performance is asserted in a contract, rarely provable after the fact.
TodayPerformance you assert
CertifiedSealed, verifiable performance records
Sealed
Chemistry
One new active ingredient takes ~$301M and ~12 years to bring to market.
TodaySpot-checks and unverified models
CertifiedCertified yield and purity, checkable offline
Sealed
Materials
New materials and printed parts qualify slowly, batch by batch, on faith.
TodaySlow qualification, performance on faith
CertifiedCertified properties with a proven bound
Sealed
Robotics
Robots are trusted to behave, but their dynamics are rarely bounded or proven.
TodayBehavior you trust, not proof
CertifiedA surrogate with measured, honest bounds
Sealed
One engine. Every domain. The same sealed proof.
BOUND: WITHIN CERTIFIED ENVELOPEVERIFY: OFFLINE ✓DATA: RAW RETAIN-FREE
The Standard

A new standard: GREENBOX Certified.

A new standard for what actually happens inside your process, backed by mathematics and first principles, not a checklist. It cannot be faked 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.

Derived boundAdversarially testedVerifiable offline
What We Do

We verify what happened.
We watch what's happening.
We explain what went wrong.

Verify

Certify a finished process

We turn your completed run into a sealed, audit-ready record with a proven bound. In hours, not days.

Predict

Watch a live process

We run the model forward on your live process to catch drift before a run is lost.

Investigate

Explain a deviation

We trace which input, which step, and whether the process would have failed anyway. Causal, not correlation.

Who Builds This
The GREENBOX team Pruthvi PatelCo-Founder · Physical Systems Lisa YangFounder & CEO Dr. Abel KarimiCo-Founder · AI Systems
Pruthvi PatelCo-Founder · Physical Systems
Lisa YangFounder & CEO
Dr. Abel KarimiCo-Founder · AI Systems

First principles. Rare mathematics. Everything we claim, we prove.

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.

Advised by operators who have built and scaled in
biofoundry, agricultural biologicals, and enterprise data.
Questions

The honest answers.

What is a Certified Digital Clone?

A fast, accurate model of your process that ships with a proven, adversarially-tested error bound and a sealed proof anyone can check offline. A digital twin predicts · a Certified Digital Clone proves what it predicts, and flags itself the moment your process leaves the range we certified.

Is this AI, or a black box?

No, neither. It is deterministic and grounded in the settled science of your process. That is why the error can be bounded, and why it holds up as evidence for your auditors.

Everyone says they can model my process. How are you different?

Everyone 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.

How accurate is it, really?

Accuracy here is a number you can check, not an average that hides the bad days. For any prediction we give a derived, adversarially-tested worst-case bound, the most it can be off over the range we check, tightest near-term and honest further out. We do the same for cause: when something drifts, we pinpoint the root cause with a quantified confidence and rule out the confounders, a mathematical attribution rather than a hunch. Both are built on the real noise and drift in your instruments, and the moment your process leaves the range we checked, it flags that instead of guessing.

What do I actually receive?

Three things, all yours to keep: the certified clone (a fast model of your process that carries its own error bound), the proof packet (the evidence, tests, and bound behind it), and an offline verifier (a small file that re-checks the signature with no network and no contact with us). Standing it up takes weeks; certifying each run after that takes hours, not the days a manual review costs.

How much data do I need, and does it have to be clean?

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 anything is promised, we tell you plainly whether your data can support a bound and exactly what to add if it cannot.

Do you keep my data? Do I depend on you to run it?

No, and no. We retain no raw data, and everything we deliver runs and verifies on your side, without us.

What happens when my process changes?

Every proof is scoped to your process as it is now. When it changes, we re-certify · on request, on a schedule, or when it drifts past the range we certified.

Does this fit our regulatory framework?

Yes, and not only one. Built for the standards you already answer to · 21 CFR Part 11, GMP, ALCOA+, GDPR, CMMC, NIST 800-171 · and new ones as they emerge. If a standard can be written down, we can certify against it.

Don’t take our word for it.

Reach out, and if there’s a fit, we’ll show you the proof on your own process.

Tell us about your process.

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Pharma·Bioprocess·Defense·Battery·Energy·Chemistry·Materials·Robotics·Pharma·Bioprocess·Defense·Battery·Energy·Chemistry·Materials·Robotics·
GREENBOX CERTIFIED CLONES