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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.

// For jailers

What to ask before buying AI camera monitoring

IN SHORT

Every vendor demo looks good. What matters is whether the system holds up on your worst night with your real staffing. These are the questions a jailer should ask before signing, the ones that separate a safety layer from a screensaver.

Reviewed: VPT Editorial Review
// Before the demo dazzles you

The questions that matter

Ask these plainly, and watch how quickly and clearly they answer:

  • Does it run on the cameras we already own, or does it require new hardware?
  • Who reviews an alert? Does anything act on an inmate automatically? (The answer you want is: a person reviews every alert, nothing acts on its own.)
  • Does it use facial recognition? (Many facilities do not want it, and do not need it.)
  • What record does it leave? Can we reconstruct what was surfaced and how staff responded?
  • How does it handle false alarms, so my officers do not learn to ignore it?
  • What does it cost per month, and what funds can pay for it?
// Watch for overclaiming

What a straight vendor will not say

Be wary of anyone who quotes a detection accuracy percentage, promises it prevents deaths, claims it will hold up in court, or says it makes you compliant. A serious vendor describes what the system does and the honest record it keeps, and lets your own policy and counsel speak to compliance.

// Match it to your risk

Start where harm concentrates

Do not buy even coverage everywhere. Buy attention where risk lives first: intake, isolation, medical, segregation, high-risk housing. A good partner will start there, not sell you the whole building at once.

// Clearing up the confusion

What it is not

  • Not a checklist that endorses any vendor. These are questions to ask anyone, including VPT.
  • Not legal or procurement advice. Follow your county's purchasing rules and your own counsel.
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Walk your own facility before any vendor does. The Camera Coverage Self-Assessment shows where your risk and coverage do not match.

Camera Coverage Self-Assessment   Jailer FAQ
// Common questions

Frequently asked

What is the most important question to ask?
Whether a trained person reviews every alert and nothing acts on an inmate automatically. Human-in-the-loop is the difference between a tool and a liability.
Should I be worried about facial recognition?
Ask directly whether the system uses it. Many jails do not want facial recognition and do not need it; behavior and movement are what matter for safety.
How do I know a vendor is overclaiming?
Detection accuracy percentages, promises to prevent deaths, and claims that it will hold up in court or make you compliant are red flags. Honest vendors describe what the system does and the record it keeps.
Do I need to buy coverage for the whole facility at once?
No. Start where risk concentrates, intake, isolation, medical, segregation, and high-risk housing, and expand from there.

Virtual Patrol Technologies is glad to answer every question above about its own system, plainly. See the method, or request a Safety Intelligence Audit.

Request a 60-Day Safety Intelligence Audit   I am a Jailer   Funding Paths for Safety Coverage