Why now: In 2024, one attack on Change Healthcare exposed the health records of 193 million Americans. Cancer patients waited for their treatment to be approved. That was before agents.
SCV checks AI-written security work against written rules and keeps a record your customers can re-run themselves.
Routine by rule. Shipped. No one waited.
rule: dependency-patch · 0.4sRemoves the check that keeps one customer from seeing another's data. Tests passed. Scanner found nothing.
held for: named security approverRule, evidence, approver, timestamp. Re-runnable by your customer or your auditor.
status: audit-readyAt a growing regulated company, one security person often carries the whole review queue. So the work either waits for weeks, or goes out unchecked.
One security analyst for a year, with benefits. And they're hard to hire.
Compliance tools collect the evidence. They don't check whether the work behind it holds up.
Tests, Snyk and Semgrep find known problems. Nothing checks that your safeguards are still there.
A change quietly lets one customer see another's data. In healthcare that means patient records, a breach notice, and a customer who leaves.
A wrong answer on a security questionnaire surfaces in procurement. The deal stalls, or the answer becomes a promise nobody kept.
The auditor asks who approved a change and why. If no named person signed it, that's a finding, and the certificate your customers rely on is at risk.
Analyst cost: U.S. Bureau of Labor Statistics median wage, May 2024, adjusted for employer cost.
Fixed rules you can read decide what ships. Anything risky waits for a person whose name goes on it.
The same work gets the same result. No chatbot guessing.
Routine work goes through by rules. Risky work waits, because an auditor needs a name on it.
Your customer or your auditor can check any decision again and get the same answer.
In 2024, one attack on Change Healthcare exposed the health records of 193 million people, more than half of all Americans. 74% of hospitals surveyed said it hurt patient care. Cancer patients waited for their treatment to be approved. That was before agents.
AI now writes code and answers security questions inside regulated companies. Customers check their vendors before they buy, and a wrong answer loses the deal. The work is moving to the agent. The liability isn't.
Sources: UnitedHealth Group (193M people, 2025); American Hospital Association survey of nearly 1,000 hospitals, March 2024; American Society for Radiation Oncology, 2024.
If you carry security or compliance at a regulated company, I want to hear what you have to vouch for today.