A police chief in a town of twelve thousand people, with a department of twenty officers, has usually assumed that a real-time crime center is something for the big city down the road, and until recently that assumption was correct. The reason had little to do with the cameras or the software and a great deal to do with people, because the traditional center was a room where analysts watched screens around the clock, and a department that cannot fill its patrol shifts was never going to find five analysts for every seat. That barrier has largely gone now that software does the watching, which leaves a small agency with two realistic ways to get the capability, running its own or sharing one that a county or larger neighbor runs. This article explains what changed, what each path involves, and how to choose between them. If you are still working out what a real-time crime center is, our guide to real-time crime centers is the place to start.
What changed for small agencies
For most of the history of these centers, the staffing requirement was what put them out of reach, because watching screens around the clock takes several people for every seat. Camera analytics changes that calculation because the software watches every connected camera continuously for the conditions the agency sets, raises an alert only when one of them occurs, and sends that alert to whoever should receive it. The people involved no longer watch screens, and instead check alerts and decide what to do about them, which is a much smaller amount of work that can often be absorbed by people already on duty, such as a patrol supervisor or dispatch, provided they agree to it. Our article on staffing a real-time crime center when software does the watching explains how to estimate that workload from your own alert volume.
It would be misleading to suggest that software has made everything about a center cheap, and the costs that remain are the ones a small agency needs to look at honestly before choosing a path. The analytics have to run on computers somewhere, and live analysis works best on servers close to the cameras rather than across the internet, which means hardware, power, network connections and someone to keep it all working. Integration with the dispatch system usually involves the dispatch vendor and its own invoice. Every alert and clip can become the subject of a public records request, retention schedules have to be set and followed, and in a growing number of places the council has to approve the program before it starts. None of those costs scale with the number of analysts, so software does not remove them, and they are where the decision between running your own and sharing one is really made.
Running your own
An agency that runs its own capability does not need a room or a dedicated analyst, but it does need a few things in place before the first camera is connected. It needs a server near its cameras, or a hosting arrangement it is comfortable with, and someone, whether city IT, a county IT department or a contracted integrator, who will keep that server and the camera connections running. It needs a short list of tight rules, covering the handful of places and conditions where an alert is worth interrupting someone, so that whoever receives them is not overwhelmed. It needs a written decision about which alerts go to whom at each hour, which the system can be configured to follow, agreed with the people who will receive them and with dispatch if any go there. And it needs the same use policy, retention schedule and records process that any center needs.
This path suits an agency whose alert volume is modest, whose crime is mostly local rather than crossing into neighboring towns, and which already has some IT support it can rely on. Its advantage is control, since the agency sets its own rules, keeps its own footage in its own systems and answers only to its own council.
Sharing one
The other path is to join a center that a county sheriff's office or a larger neighboring city already runs, so that the host carries the infrastructure, the IT support, the connection to dispatch and often analysts at the busiest hours. Spokane County, Washington, built its center for about $4 million, nearly all of it federal American Rescue Plan money, staffed it with three analysts, and described it as "intended to be a tool available to all regional law enforcement agencies," according to Police1. The City of Spokane Valley contributed $850,000 of its own American Rescue Plan funds, so the largest partner helped pay for the build rather than joining afterward. In upstate New York, the Monroe County Sheriff's Office launched a Regional Investigative Operations Center in December 2025 that, in the sheriff's own announcement, "allows agencies across jurisdictional lines to share information as it occurs."
Shared centers generally take one of three shapes, and the shape decides who carries the risk when something goes wrong.
| Model |
Who staffs it |
Who pays |
Who governs |
| The county hosts and towns join |
Sheriff's office analysts, sometimes with officers seconded from partner towns |
County general fund, with partners contributing a fee, a share of a grant, or staff time |
The sheriff, usually with a partner advisory board |
| A large city hosts its suburbs |
The city police department |
The host city, with suburbs paying per camera, per seat or a flat share |
The host city's chief, under agreements with each suburb |
| Peer agencies co-fund |
A joint team drawn from each agency, or staff hired by a joint body |
Each agency by an agreed formula |
A board with a seat for each agency |
The county-hosted model usually suits small towns best, because the sheriff already has countywide jurisdiction, often already runs the dispatch center every agency relies on, and covers the ground between the towns where a fleeing car or a stolen vehicle tends to go. The trade for a partner town is less control, since the host's policies and priorities apply inside the room, which is why the agreements matter as much as they do.
How to choose
Most agencies can work out which path fits by answering a handful of questions honestly, and the answers usually point clearly one way.
| Question |
Points toward running your own |
Points toward sharing |
| Do you have IT support that can keep a server and camera connections running? |
Yes, in the city or through a contract |
No, or only occasionally |
| How many alerts would your rules produce, and who would handle them? |
A modest number that your dispatcher or sergeant can absorb |
More than your people on duty can handle |
| Does your crime mostly cross into neighboring towns? |
Mostly local |
Often crosses boundaries |
| Is there a county or neighbor already running a center? |
No, or not one you could join |
Yes, and it is open to partners |
| How much control does your council expect over policy and data? |
Full control, with no outside party involved |
Comfortable with a shared policy under a written agreement |
| Can you fund recurring infrastructure costs after any grant ends? |
Yes, in the general fund |
Only as a share of someone else's costs |
An agency can also start one way and move to the other, and it is worth choosing a system that allows that, since a town that runs its own capability today may want to join a county center later without replacing its cameras or losing its records.
If you share: what each agency keeps
Joining a shared center should not mean handing your records to the host agency, and the arrangements that last are built on the understanding that each agency's cameras, footage and case records remain its own, with the center given defined access for defined purposes. In practice that means one shared system with separate access inside it, so each agency sees its own content and cameras by default and a partner's only when access has been granted, for example during a joint incident or a pursuit that crosses a boundary. Ask any vendor to show you what an officer from one partner town can and cannot see when they log in, and to show you the record of who viewed a partner's footage and when.
The agreement between the host and each partner, usually a memorandum of understanding and sometimes an interlocal agreement where state law requires one, should settle a few questions before any camera is connected, because they become much harder to agree on after an incident. It should set a cost formula that survives the end of any grant. It should say that the owning agency answers public records requests for its own footage, with the host referring requests on. It should say how a departing partner's data is returned and whether the host deletes its copies. And it should say which agencies outside the partnership, if any, can reach partner data, because recent history shows how this goes wrong. Dayton, Ohio, suspended its license plate readers in May 2026 after finding 7,100 search requests from other agencies citing immigration-related purposes, and Santa Cruz, California, voted 6 to 1 in January 2026 to end its plate reader contract after learning that state agencies had accessed its data roughly 4,000 times on behalf of federal law enforcement. In both cases the city found out what was being shared only after it had happened.
A partner town also keeps its own obligations when a county runs the system, so where a town has a surveillance technology ordinance, connecting its cameras is usually a new use that needs its own council's approval. Private cameras need their own consent language as well, which our article on community camera registries explains.
How VIDIZMO approaches it
VIDIZMO provides the analytics and evidence layer under a real-time crime center, and it is designed to work for a small agency on either path. For an agency running its own capability without analysts, rules are set per camera, with zones for loitering, intrusion, crowd count or direction of travel and a severity and confidence threshold for each detection class, so the volume of alerts stays within what the dispatcher or sergeant on duty can handle. The operator dashboard brings forward the cameras that have active alerts instead of making anyone cycle through every feed, and alerts also go out by email per camera and by webhook to other systems, such as a dispatch platform, a messaging tool or an SMS service.
For a shared center, several agencies can run on one deployment while each keeps its own content and its own camera access, with viewing access set camera by camera and able to start and expire on a schedule, so a partner's camera can be opened to the host for a joint operation and closed again afterward. Cameras join over RTSP, the standard stream most cameras, recorders and video management systems already publish, so a town keeps its existing equipment whichever path it takes, and can move from one path to the other later without replacing it.
To see how that works on cameras a small agency already owns, see how [AI Live Insight](https://vidizmo.ai/ai-live-insight) works on the cameras you already have.