Getting Camera Alerts to 911 Dispatch When the Center Is Short-Staffed

When a city adds camera analytics, the easiest mistake is to put one more monitor on a telecommunicator's console, and it tends to sour the 911 center on the whole program. Dispatchers already work across CAD, radio, phones and mapping, so a stream of camera alerts on yet another screen hands a new job to people whose center is often already short of staff. This article is for the 911 director and the real-time crime center director who have to agree on how camera alerts reach 911 dispatch. It assumes you know what a real-time crime center is and focuses on the handoff: the routes an alert can take, who checks it, what it must carry, what a CAD connection involves, and which alerts go where.

Staffing shortages in emergency communications are well documented, and they shape every design choice that follows. In a 2023 survey of 774 US communication centers by the International Academies of Emergency Dispatch and the National Association of State 9-1-1 Administrators, 36% reported vacancy rates above 30% of their staffing levels. A center running a third short has little spare attention, so an arrangement that depends on a dispatcher noticing something new on a separate screen is unlikely to work in practice.

Three ways an alert can travel

There are only a few routes from a camera detection to a responding unit, and the choice matters because every person an alert passes through adds time and every system it passes through adds a place where detail can be dropped.

The first route is the default in most agencies, and it is the one that suffers most when dispatch is short. The second takes load off dispatch but only works while an analyst is on duty, which is why the coverage questions in our guide to staffing a real-time crime center matter to dispatch as well, since overnight alerts with nowhere else to go land on the dispatcher.

The third route saves the most staff time, but it also carries the most risk, because it can move an alert without any person looking at it first. A webhook is a message one system sends to another the moment something happens, so an alert can reach a team channel or a supervisor's queue within seconds. That suits conditions such as a gate left open at a city yard, which public works can handle without involving the 911 center, but it is a poor fit for anything that would send an officer, because nothing in the route checks whether the detection is real.

What must be verified before dispatch sees it

Every camera analytics system produces some wrong alerts, such as a shadow read as a person or a parked van that trips a loitering rule, and how many you get depends on lighting, angles and how the rules are tuned. What matters for dispatch is who absorbs those wrong alerts, because if it is the telecommunicator, the center will lose confidence in camera alerts quickly and is likely to ask for them to be switched off.

A workable rule is that an alert which could send a unit, or could change how a unit approaches, is checked by a person before it reaches dispatch. In practice that means a person with a weapon, a person in a restricted area at night, a vehicle matched to a hotlist, a crowd forming quickly, or a fire. The person who checks is normally the RTCC analyst, because they have the camera, the clip and the time. When no analyst is on shift, the agency either names someone else, such as a watch commander, or accepts that those alert types wait, and if neither is decided the unverified alerts end up in front of telecommunicators.

Verification here means a person has looked at the snapshot or clip and confirmed the thing described is there, and it leaves the response itself to dispatch and patrol under existing protocols.

A checked alert then has to be usable by someone who has never seen the camera, and a dispatcher has seconds to read it, so it should arrive carrying the details they would otherwise have to ask for.

Any field missing from that list turns into a phone call between the RTCC and dispatch, which is extra work for both.

Connecting camera alerts to 911 dispatch systems

Most directors eventually ask whether a verified alert can appear in CAD as an incident or a note without anyone retyping it. In many agencies it can, and the analytics side is often the easier half, since many platforms can send a detection by webhook out of the box and some can connect to any system with a REST API by configuring its endpoints, but the result still depends on what the CAD side will accept, for reasons worth understanding before anyone signs.

The CAD vendor controls the interface into CAD, deciding what an outside system may write and in what format, and usually quotes that work separately and schedules it on its own timeline. Some CAD installations expose a documented API, while many older or heavily customized ones do not, and connections to those are built through file drops, where one system writes a file to a shared location that the other reads, or through middleware that sits between the two and translates.

The alarm industry offers a useful comparison, because alarm monitoring companies send alarms into CAD through APCO's Automated Secure Alarm Protocol, which delivers alarm data digitally to CAD over the Nlets network under a published APCO standard, and APCO notes that a growing list of CAD platforms have ASAP interfaces. Camera analytics alerts generally reach CAD through an arrangement negotiated per agency instead, so plan the connection as its own project with its own budget line, and bring the CAD vendor in before you sign with anyone else.

Because the work is split between two vendors, it helps to put the following questions to both sides in writing and compare the answers:

If the CAD connection is a year away, the other routes still work meanwhile, and a year of running verified alerts through an analyst shows which alert types are worth automating.

Deciding which alerts go where

The decision that matters most is written down before go-live: for each alert type, where it goes, who verifies it, and what happens when nobody is on shift.

Sending fire alerts to dispatch unverified overnight is a decision for the fire chief and the 911 director to make together, rather than a software setting. The low-risk rows also deserve attention, because that is where alert volume builds up, and if one camera produces dozens of loitering alerts a night the answer is usually to adjust the rule rather than to find someone else to receive them.

Every alert that is routed anywhere also becomes a record, and an alert that led to a dispatch belongs with the call record alongside the telecommunicator's notes, so write into protocol who acknowledges an alert, who closes it and with what note, and how an alert marked false is recorded rather than deleted. When a complaint or a court case follows, the agency will need to show who saw the alert and when, and that is much easier to defend when the system recorded it at the time. Our article on chain of custody for AI outputs explains why an alert is evidence in its own right. Where one town's camera alert may be dispatched by the county, our guide to regional real-time crime centers covers who owns what.

Applying AI to the 911 calls themselves is a separate subject with its own rules and risks, which we cover in our article on AI for 911 and dispatch audio.

How VIDIZMO approaches it

VIDIZMO's AI Live Insight is built so camera alerts reach 911 dispatch through systems people already use rather than a new screen. Each detection becomes an alert carrying the detection type, camera, severity, start and end time and a recording clip, and operators can subscribe per camera to email notifications that include the snapshot. Detections can also go out by webhook to another system, so the routes in the table above can land in a messaging tool, a queue, a dispatch workflow or an SMS service, and an analyst watching the operator dashboard sees the cameras with active alerts brought forward rather than having to hunt through every feed.

Where an agency also runs AI Intelligence Hub, a detection can trigger an agent graph that enriches or filters it before it goes anywhere, although a false detection still starts a real workflow, so the verification rules above still apply. Every alert moves from new to acknowledged to resolved, a note is required to resolve or mark it false, and every action records who took it. Detections go to CAD by webhook by default, and through AI Intelligence Hub's integration framework, VIDIZMO can connect to any CAD that exposes a REST API by configuring its endpoints rather than writing new code, though your CAD vendor still decides what its interface accepts. Our guide to real-time crime centers explains how the VIDIZMO products fit together.

To judge it on feeds like yours, see how VIDIZMO routes verified camera alerts for public safety and emergency response.