Use cases
The agent's value is watching and acting at a scale no team can staff — whole fleets, every batch, every site, all night. The design question is making it fast on everything except the doors: free in the safe direction, gated in the consequential one.
The agent, freely
Catches a temperature excursion live, pulls the stability data, quarantines the pallet, and prepares the disposition case.
The human moment
Release or destroy. A named QA person signs, with the reasoning recorded word for word — both choices are six-figure mistakes that deserve a signature.
The agent, freely
Reads the entire batch record overnight, flags the three anomalies worth human attention, and prepares the release recommendation.
The human moment
Releasing product is legally a qualified person’s decision, and QA must be independent from production. The agent makes the human fast — it cannot release.
The agent, freely
Trends every supplier lot continuously, catches drift early, and quarantines suspect inventory — blocking it from use.
The human moment
Quarantine is reversible, so the agent may do it alone, on the record. Releasing quarantined material back into production — a human signs.
The agent, freely
Watches the entire installed base continuously, spots a batch of pumps drifting before a single complaint arrives, and drafts the field action.
The human moment
Remotely disabling a feature or pushing a config change to live devices — a person signs that, every time. The agent may only propose.
The agent, freely
Triages money-laundering alerts at a scale no team can staff and assembles the case file.
The human moment
The suspicious-activity decision is locked away from the agent that raised the alert — maker cannot be checker.
The agent, freely
One agent per market continuously assembles the local gross-to-net waterfall from SAP, rebate systems, and contracts — every figure traced to source.
The human moment
Two gates: the cross-market consolidation, and any certified output — the accrual that enters the financials, the price report sent to a government. A named controller signs.
Watch one of these run, live.
Block an agent from approving its own work, then sign off as the officer — Medical (MDR) and Finance (AML), in your browser.
The pattern
Agents can be free in the safe direction — hold, flag, quarantine, prepare — and gated in the consequential one: release, ship, accuse, disable. No tracker can express that asymmetry; it is an execution-layer property. Grants and gates are just the door policy, written as software.
And in the most demanding cases — every batch checked, every cold-chain leg watched, every alert triaged — agents don't replace work; they make mandatory work affordable for the first time. The governance layer is what lets a regulator accept that a machine did the watching.
Keep reading
See it for yourself
One command starts the demo: an agent stopped from signing off its own work, and the signed evidence file an inspector can check for themselves.
Designed against the rules your auditors already enforce.