Corrections firstExisting camerasEarlier awarenessFaster responseStructured proofSafety Intelligence Corrections firstExisting camerasEarlier awarenessFaster responseStructured proofSafety Intelligence

General operational and educational information for corrections professionals. Not legal, medical, or compliance advice, and not a certification of compliance with any law or standard. Policies and standards vary by agency and jurisdiction; follow your facility's policy and your own legal, medical, and professional advisors. The library is reviewed and updated monthly; see the changelog.

// Question

What should a jail look for in AI camera technology?

IN SHORT

Look for four things: a system that works with the cameras you already have, one that keeps a trained person in the loop for every decision, one that produces an honest, reviewable record, and a vendor that makes claims it can actually stand behind. And be wary of the opposite: accuracy percentages, promises of certainty, and anything that positions the software as a replacement for staff.

Reviewed: VPT Editorial Review
// What to look for

Four things that matter

  • Works with your existing cameras, so you are not forced into a full hardware replacement to get value.
  • Keeps a person in the loop, so every assessment and response is made by a trained human, not by software alone.
  • Produces an honest, reviewable record of what was seen and done, useful for reviews, reporting, and protecting good staff.
  • Makes claims it can stand behind, in plain language, without overselling what any camera-based system can do.
// Red flags

What should make you pause

  • Accuracy or detection percentages presented as proof; no responsible vendor can promise a number that holds in every jail.
  • Language that promises certainty, or that a system will guarantee outcomes.
  • Anything sold as a replacement for officers, rounds, or clinical staff.
  • Facial recognition offered as a core safety feature, which raises risk without addressing the real problem.
// The right question

Does it help staff act in time

The test is simple: does this help a trained person notice a dangerous change and act in time, and can the facility account for what happened afterward? A system that does those two things honestly is worth more than one that markets certainty it cannot deliver.

// Clearing up the confusion

What it is not

  • Not an endorsement of any single product. Weigh any system against your facility, cameras, and obligations.
  • Not a promise of certainty. Be skeptical of any vendor, including in these categories, that promises guaranteed outcomes.
GO DEEPER

Evaluate a system honestly.

What to Review Before a Technology Purchase   Jailers: What to Ask Before Buying
// Common questions

Frequently asked

Do I need to replace my cameras?
Not necessarily. Look for a system that works with your existing cameras, so you can get value without a full hardware replacement.
Should I trust accuracy percentages?
Be skeptical. No responsible vendor can promise an accuracy number that holds across every jail. Treat percentages presented as proof as a red flag.
Should AI camera software replace staff?
No. The right systems keep a trained person in the loop for every decision and support staff rather than replacing them.

Virtual Patrol Technologies works with your existing cameras, keeps staff in the loop, and keeps an honest record. See the method, or request a Safety Intelligence Audit.

Request a 60-Day Safety Intelligence Audit   Can AI Monitor Jail Security Cameras?   Human-in-the-Loop