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

Everyone models your process.
We bound it.

Most models predict your process. A GREENBOX-Certified Clone gives you a sealed record with a checkable error bound. You verify it yourself offline, without trusting us and without exposing your recipe. Evidence you can check, not promises.

Who It Is For
Regulated, high-consequence industries
What It Does
Turns a finished run into a sealed, checkable record
What You Get
A record you can check yourself, fast
Where It Works

Pick your domain.
See the before and after.

GREENBOX ConsoleLiveSelect A Domain
Pharma
Batch release takes days of manual review, and a recall costs $10M-$500M.
TodayDays of review, millions per failed batch
SealedA sealed record with a checkable bound
Sealed
Bioprocess
Living systems drift run to run, and ~$28B a year is lost to irreproducible results.
TodayContamination and scrap, no proof
SealedReconciled, sealed records with a checkable bound
Sealed
Defense
Supply chains, sensors, and autonomous systems are trusted across the mission, never independently verified.
TodayAssurance on trust, across the mission
SealedTamper-evident record, verifiable offline
Sealed
Battery
Formation and aging run ~30% of cell cost, and ramp scrap runs 15-30%.
TodayScrap and recalls, no proof
SealedGREENBOX-Certified 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
SealedSealed, verifiable performance records
Sealed
Chemistry
One new active ingredient takes ~$301M and ~12 years to bring to market.
TodaySpot-checks and unverified models
SealedGREENBOX-Certified yield and purity, checkable offline
Sealed
Materials
New materials and printed parts qualify slowly, batch by batch, on faith.
TodaySlow qualification, performance on faith
SealedGREENBOX-Certified properties with a checkable bound
Sealed
Robotics
Robots are trusted to behave, but their dynamics are rarely bounded or proven.
TodayBehavior you trust, not proof
SealedA surrogate with measured, honest bounds
Sealed
One standard. Any domain. The same sealed record.
BOUND: WITHIN GREENBOX-CERTIFIED ENVELOPEVERIFY: OFFLINE ✓DATA: STAYS WITH YOU

Figures cited are industry estimates.

The Standard

GREENBOX-Certified records.

A sealed record of the run, backed by a checkable bound. It is tamper-evident, it does not rest on your word, and it holds across any domain you run, from pharma to defense.

Checkable boundIndependently testedVerifiable offline
What We Do

See what happened.
Trace what went wrong.

Verify

Seal a finished process

We turn your completed run into a sealed record built for audit review, with a checkable bound. In hours, not days.

Investigate

Explain a deviation

We trace which input and which step mattered, and whether the process would have failed anyway.

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

We bound what we build.

The claims we make carry a bound you can check, and we do not ship what we cannot show. We hold that line on any regulated process we take on. That discipline is the product.

Advised by operators who have built and scaled in pharma, bioprocess, agricultural biologicals, defense, and enterprise AI governance.
FAQ

Questions, answered.

What is a GREENBOX-Certified Clone?

A fast, accurate model of your process that ships with a checkable error bound and a sealed record anyone can check offline. A model predicts. A GREENBOX-Certified Clone carries a checkable bound on the completed run, and it flags itself the moment your process leaves the range we checked.

Is this AI, and how are you different from everyone who says they can model my process?

It is neither AI nor a black box. The error is bounded, and the record is built so you can check it yourself, offline, without us. Most models hand you a prediction and ask you to trust it. We hand you a record you check yourself. Others model your process. We make it evidence you can check.

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 bound on the most it can be off, and it widens honestly the further ahead you look. The moment your process leaves the range we checked, it flags that instead of guessing.

Is any of this proven on real data, or just simulations?

Real data. We have built GREENBOX-Certified Clones on real, measured runs across several domains, not simulations, and the bound holds on data the model had not seen. We build it on your own data and show the bound carries to your own equipment.

What do I actually receive, and where does my data live?

You keep the certificate and the record behind it, and you can verify it yourself offline, with no contact with us. Your recipe stays with you.

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

What happens when my process changes?

Each record is scoped to your process as it is today. When it changes, we re-issue the record, on request, on a schedule, or when it drifts past the range we set. The signature itself remains valid, and what lapses is its currency, which we refresh.

Does this fit our regulatory framework?

It is built to support the standards you already answer to, in regulated fields from pharma to defense, and to extend to new ones as they emerge. The sealed record is signed with hybrid post-quantum signatures (NIST ML-DSA), so evidence you seal today stays verifiable as cryptography moves forward. The record is your evidence to use as you see fit, and the compliance determination stays yours.

Don’t take our word for it.

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

Tell us about your process.

Something went wrong sending that. Please email info@greenboxlabs.ai directly.

Thank you · we’ve got it. We read every request personally, and if there’s a fit, we’ll follow up 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