Use Cases
Proving what an AI did was impossible. Now it reads its own record and shows its work.
Cost down over 280-fold in two years (AI Index 2025 ↗). Adoption at 88% of surveyed organizations (AI Index 2026 ↗).
What ran when it failed?
AI solution
Generative design, every simulation sealed.
Agents can already fly the design sweep. What blocks certification is proof of what ran. Sealed runs make the sweep deployable.
Verification is the barrier. arXiv ↗
Will the number hold in court?
AI solution
Emissions reporting, sourced line by line.
Agents can already plan the pathway and source the credits. Unverifiable numbers keep them out of the filing. Sealed scenarios change that.
Unauditable AI called harmful. SAP ↗
Legacy cost
249
climate cases filed in 2025climate cases filed, 2025 Grantham Institute ↗
10,483 CBAM filings in week one EU Commission ↗
Is the file still intact?
AI solution
AI drug discovery, every result reproducible.
Agents can already search the literature and design the study. Unprovable work cannot enter a trial. Sealed findings can.
The black-box objection. Pistoia Alliance ↗
Who approved the change order?
AI solution
Progress tracking that backs every claim.
Agents can already draw the schedule and price the bid. Indefensible figures stay drafts. Sealed ones go out the door.
Accountability fog breeds mistrust. Forbes ↗
Who checks the checkers?
AI solution
AI document review, every citation checked.
Agents can already prepare the engagement. A firm that sells assurance cannot ship work without proof of its own. Sealed steps are that proof.
Human review still required. PCAOB ↗
What did the device record?
AI solution
On-device health AI, every build on record.
Agents can already read the sensor and tune the model on the wrist. Health-adjacent data keeps them advisory. Sealed builds clear them to ship.
Records gate the launch. FDA ↗
Why was this candidate rejected?
AI solution
Candidate screening you can audit.
Agents can already run the screen. Liability keeps them out of hiring, and every rejection draws questions. Sealed decisions answer them.
Screening liability, certified. Bloomberg Law ↗
When did the log change?
AI solution
Predictive maintenance, every alert on record.
Agents can already balance load and work the control room. Regulators hold them to decision support. Sealed actions clear the way to production.
Held to decision support. NERC ↗
Was the claim ever real?
AI solution
AI underwriting, every quote sealed.
Agents can already quote and bind. Unverifiable decisions never touch a payout. Sealed ones can. The book ships.
Payouts never automated. Allianz ↗
Legacy cost
$308.6B
stolen by insurance fraud every yearstolen by insurance fraud/yr insurancefraud.org ↗
one accounting change cost $21–27B to land WTW ↗
Who believes the spec sheet?
AI solution
Visual inspection, every reject on record.
Agents can already tune the line and schedule the plant. Unproven moves stay advisory. Sealed adjustments can run the floor.
The safety ceiling. Manufacturing Dive ↗
Legacy cost
1,474,118
quality certificates in force worldwidequality certs in force ISO Survey ↗
2025 recalls passed the prior year's total CPSC ↗
Where did the footage come from?
AI solution
Camera to publish, every edit on record.
Agents can already cut the package and clear the rights. Unprovable handling keeps AI out of the newsroom. A sealed chain lets it run.
The authenticity problem. EBU ↗
Legacy cost
€15M
or 3% of turnover for unflagged AI mediaor 3% turnover, unflagged AI EU AI Act ↗
59% worry about what news is real Reuters Institute ↗
Where did the money go?
AI solution
Eligibility decisions, recorded as they're made.
Agents can already work the queue from claim to determination. No program deploys what it cannot answer for. Sealed rulings answer.
Every decision stayed human. Nextgov ↗
Where did the messages go?
AI solution
Fraud detection with proof behind every flag.
Agents can already face the client. The records regime keeps them off the desk. Sealed exchanges put them on it, on the record.
Security holds agents back. CNBC ↗
Legacy cost
$1.57B
recordkeeping penalties, 2022–2024recordkeeping fines, 2022–24 SEC ↗
restatements average 438 days back Audit Analytics ↗
Where did this come from?
AI solution
Demand forecasting, every reorder backed.
Agents can already price the range and place the order. Unprovable decisions do not survive a recall. Sealed orders do.
Trust fell to 27%. Capgemini ↗
When did the container move?
AI solution
Route optimization, logged end to end.
Agents can already route the box and book the leg. Every move lands in a lane billed by the day. Sealed bookings carry their own clock.
Oversight ruled essential. SupplyChainBrain ↗
Legacy cost
$8.9B
demurrage and detention over two yearsdemurrage & detention, 2 yrs FMC ↗
cargo theft rose 60% in a year CargoNet ↗
Why is the bill wrong?
AI solution
Network optimization, every change logged.
Agents can already take the call and settle the dispute. An unprovable resolution reopens. A sealed one keeps its own record.
72% believe, 14% prove. TM Forum ↗
Who answers for the agent?
AI solution
The agent acts. The seal answers when anyone asks.
Each action seals the moment it is taken: what ran, from what inputs. Put an agent on any work and the record answers for it.
40% face cancellation. Gartner ↗
What a record can't do.
Re-derivation proves a number matches its declared inputs and rules, not that the rule was right. That call stays yours. An AI system is never re-run. Its receipt is what gets checked.
Read how it works →Pick one file.
We seal one control. You check the record yourself.