Rialto just published the template for how a mid-sized American city builds a camera grid without ever passing a camera law: buy the building under public safety, buy the hardware in three increments small enough to ride a consent calendar, then hand the equipment out free at the counter where people are already asking the city for permission to do business. The Inland Empire city opened an $82 million police headquarters on 21 October with an AI-assisted real-time crime center bolted inside it, and the part that outlasts the ribbon is a network nobody at the podium added up out loud.
The building was overdue. The old station dated to 1973, with three modular buildings doing work a headquarters should have carried, and the department now runs 140 sworn officers plus about 85 civilian staff from a 24-hour lobby on North Willow Avenue. Chief Mark Kling retired in 2011 and came back in 2017 after telling the mayor pro tem he needed people, equipment and something done about that building. He got the third ask. None of that is the story. What moved in with the dispatch desks is. Inland Empire Community News
Mark Kling — $82 Million Is the Wrapper, and the Product Sits Behind a Console
The facility folds 911 dispatch, patrol, investigations, records, holding and the real-time crime center into one two-building campus, in a city the developer describes as serving more than 150,000 people. Griffin Structures Inside the crime center, analysts watch live video before officers arrive, follow vehicles and missing persons, and work alongside a drone program built to arrive first on a call.
That capability did not come with the concrete. It arrived through a nine-year, $14.3-million contract with Axon Enterprise signed in November 2025: body-worn and in-car cameras, a Drone-as-First-Responder program run through Axon Air, automated license plate readers, video analysis and digital evidence tooling. Inland Empire Community News Rialto adopted body cameras in 2012, when the vendor was still TASER International, and was among the first departments in the country to do it. That purchase was sold as accountability. Fourteen years later the same company supplies the cameras, the cars, the drones, the evidence platform and the dashboard that reads them all.
113 Cameras — the Bill Arrived in Three Pieces So Nobody Read It Whole
Start with June. The council approved Convergent Technologies to install 113 public safety cameras at strategic intersections: $1.44 million for purchase and installation, plus roughly $1.03 million in five-year maintenance. The same sitting raised the headquarters’ guaranteed maximum price by $7,861,852.43 for utility relocations, culvert work and a parking expansion. Inland Empire Community News
Then July. A $1,248,835.06 amendment to the Axon contract added 30 Axon Body 4 units, 20 Axon Fleet 3 units and 115 Axon Fusus Core devices, the hardware that lets a department pull public and private camera feeds into one live view. Kling told the council it replaced aging units and outfitted a growing department. Inland Empire Community News
Add it: roughly $18 million of cameras, drones, plate readers and platform contracts stacked on top of an $82 million building, none of it voted as one number, all of it permanent. Surveillance budgets survive scrutiny precisely because they never appear in public as a single line item.
37 of 75 Businesses — the Camera Feed Arrived Through the Permit Desk
Here is the mechanism worth watching, and it is in the department’s own accounting. Seventy-five local businesses now participate in the Fusus network through Connect Rialto. Thirty-eight joined through outreach. Thirty-seven joined through what the city calls its developmental review process, the pipeline a business enters when it needs Rialto’s approval to open or expand. Inland Empire Community News
Kling has explained the arithmetic: small businesses wanted in but could not absorb the cost of the Fusus hardware, so the department found funding to hand the devices out free to willing participants. City officials say the program has always been voluntary, and that Rialto is clarifying its language after a late-night television segment mocked the arrangement.
Both things can be true. The program can be voluntary and the pressure still structural, because the municipal building that issues the permit now houses the console that wants the feed. A business owner who declines is not saying no to a camera. She is saying no to the police chief, in the same room where her paperwork is pending, with a free device sitting on the counter. Voluntariness is not measured by whether the form has an opt-out box. It is measured by what declining costs.
Nobody in Rialto was asked to surrender anything. They were asked to accept something, at the exact moment accepting is cheapest.
Joe Baca Jr. — $1.4 Million of County Money and the Question the Podium Missed
The county put $1.4 million toward the real-time crime center, announced in 2025 by Supervisor Joe Baca Jr. as part of what the chief described as nearly $2 million in technology funding, framed around peace of mind for residents and business owners. San Bernardino County Mayor Joe Baca Sr., the supervisor’s father, told the crowd it was a great day for the city, and the mayor pro tem credits the project team with shaving about $8 million off the price.
That is the honest, unglamorous work of local government, and a 24-hour lobby in a city that size is a genuine public good. The cost lands elsewhere, on people who will never stand at a podium: the driver whose plate gets read on the way to a shift, the family on a street that is now an intersection with a camera on it, the shop owner who wanted a business license and got a node in a network.
The Accuracy File — a Data-Residency Answer to a Due-Process Question
Kling’s defense is specific: Rialto keeps its data on city-owned servers rather than a vendor’s cloud, and California law restricts how it can be shared. Where a file lives is a real question. It is not the question that decides whether a camera gets your neighbor right at two in the morning.
On that, the record is not ambiguous. A 2019 National Institute of Standards and Technology evaluation of face recognition algorithms found measurable accuracy differences across demographic groups, varying by algorithm and by the images used. NIST In 2024, The Leadership Conference on Civil and Human Rights warned the Department of Justice that AI-assisted systems in criminal justice can amplify existing bias, and asked for independent testing, transparency and continuing monitoring. The Leadership Conference
No city has to accept that critique as a verdict. Every city does have to answer it, and an answer is not a server room. The test of the Rialto build is not how fast the drone arrives. It is whether the department can produce, on request, how many times the system flagged the wrong person, the wrong car, the wrong block, and what it did next.
Axel’s Take — the Template Is the Product, and It Is Already for Sale
Rialto will be copied, and not because anyone there is a villain. It will be copied because the arithmetic is irresistible to a city council: a building voters can see, funded across a public-private partnership and a county grant, with the watching apparatus folded into maintenance line items and equipment amendments that cost less than a fire engine. No elected official has to defend a surveillance program. They defend a police station, a camera contract and a small-business program, and each one polls fine alone.
The tell is the 37. Thirty-seven businesses did not walk into a police station and ask for a camera. They walked into a city building for a permit and left as part of a network. Whatever the paperwork says about consent, that is the shape of a program that grows itself.
The counterweight is also in Rialto’s favor, and it is the only thing separating this from a black box: the numbers are public. The agenda has the camera count, the amendment has the device count, the department has the participation list. That is the entire accountability system, and it works exactly as long as somebody keeps doing the arithmetic after the ribbon is cut.
Somewhere on Willow Avenue this month, a person with a lease and a pending application signed a form to open a business and received a camera with it. She will be told she chose it. She will not be told what it costs to say no, because the city has never had to write that number down.
Sources: Inland Empire Community News, San Bernardino County, NIST, The Leadership Conference.