Frontier intelligence. Narrow authority.
You already found the work. You just never quoted it.
Plaw builds and runs AI agents for field-service companies. They answer calls, work the inbox, schedule inspections and service, follow up on findings and estimates, and keep recurring work moving. They use the systems you already have. The decisions that matter stay yours.
If you run a fire and life safety company, your inspectors write up deficiencies every week. Most never turn into a quote. The inspection gets billed; the repair revenue walks out the door. The same leak runs across commercial field service: the systems are there, the work falls between them.
We do not sell you a subscription and wish you luck. We learn how your company actually works, remove what is not earning its keep, build what is missing, and stay responsible after it goes live.
One question
If I picked 100 completed inspections from last quarter, could your team prove that every billable deficiency was either quoted or deliberately closed with a reason?
If you can, you probably do not need us.
The Plaw Operating Audit
$5,000
Fixed fee. Three business days.
A Plaw Operating Audit takes 3 business days once the agreed records and system access are in hand, and ends with a fixed price for the first build.
- Hour 24
- The headline number: what the gap between work found and work quoted is worth.
- Day 3
- The mapped chain, its current cost, and a specification for the first build, including what it may do on its own and what waits for your sign-off.
- The records
- We work from your inspection records, field-service data, and price book. We do not need your books.
- The guarantee
- The test is agreed in advance and run against your records. We must document at least $150,000 a year in conservative expected revenue at your prices and your historical acceptance rates, and at least five dollars of it for every dollar you would spend with Plaw in year one, with a safe path to deployment. If we cannot, we return the full fee.
- The credit
- Build with us and the audit fee carries forward as a credit.
- Operation
- Managed operation starts at $2,500 a month. The scope, limits, and price are agreed before anything goes live.
Call +1 (628) 296-7377 to find out whether an audit is justified.
What we do
- AuditTrace work from first request through inspection, quote, service, invoice, and renewal. Find where it stalls, doubles up, or disappears.
- BuildFit agents around your field-service software, phone, and inbox. You should not have to reorganize around another system.
- RunWatch them daily, fix what fails, and tune them against what actually gets quoted, won, and renewed.
- LimitGive every agent only the authority it needs, so a bad guess cannot cross a boundary you set.
- EscalateInspection commitments, quotes above your threshold, reschedules, discounts, contract changes, and anything else that creates liability or moves money waits for a person.
AI is useful because it handles what nobody thought to script. It is risky for the same reason. Broad intelligence to understand the work. Narrow authority to act.
Authority stays explicit, limited, and revocable.
The lock on the door
Software that writes quotes and books trucks in your name needs a leash. Ours is called Veto: your rules, written in plain English, enforced before anything happens. A quote over your limit does not go out. A discount nobody approved does not exist. When a rule says a person decides, the agent stops and waits for one.
We tried to break it 7,427 times. Nothing got through.
That number is from our published benchmark: 7,427 attempts to push four leading AI models into taking actions they were not allowed to take. On written instructions alone, the models gave in 18.3% of the time. Behind Veto, not once. Read the research.
Result for the tested benchmark configuration. Not a guarantee of future performance.
Every decision leaves a record in plain English: what the agent tried, what happened, and why. You can read it from the truck. So can your service manager, your insurer, or your lawyer.
The lock itself is open source. You do not have to take our word for how it works; anyone you trust can go look at it.
Start here
20 minutes, no charge. We trace work from first request to next renewal. If there is not enough here to justify an audit, we tell you on the call.
or write to our founder, Yaz Caleb, at yaz@plaw.io
Company
Yaz Caleb founded Plaw in 2025 with Anirudh Patel, Kyrie Kirk, and Benjamin Rio. The founding team came together across the San Francisco Bay Area, Istanbul, Gujarat, and London.
Plaw is not a law firm. We build the machinery that lets people set the rules machines must obey. The European Commission lists Plaw, Inc. among the signatories of its AI Pact voluntary pledges.