Hidden in the Flock

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Flock Automated License Plate readers have been increasingly in the news recently, as problems with the surveillance system have come to light. Many communities have begun to re-think their use of Flock. Los Angeles PD is one large agency that has decided to revisit their use, and has put renewing their subscription on hold for now. Here are my thoughts on Flock and other similar license plate reader operations.

In a perfect world, computer-based information systems like Flock would be a powerful tool for law enforcement. Put in a license plate number, or a vehicle description, and given enough cameras in the system, pinpoint where a stolen car went (or is), find a missing elderly person who drove off and has become confused on how to get home, or a myriad of other scenarios that might benefit from accessing such a database.

The problem is, we don’t live in a perfect world.

News stories have been plentiful, and more frequent, as Flock has become the major player in the license plate reader field these past several years, of authorized users accessing the system to stalk former romantic partners or spouses, to track new romantic partners, and to harass those who have found themselves on the wrong end of someone’s hostility.

While those incidents are serious, and prosecution of those involved is required, it’s not my primary concern with, in Visalia’s case, Flock Safety. Have you read the contract the City of Visalia signed with Flock? I have, and while I’m certainly not a lawyer, I’m concerned about some things.

Customer hereby grants to Flock a limited, non-exclusive, royalty-free, irrevocable, worldwide license to use the Customer Data and perform all acts as may be necessary for Flock to provide the Flock Services to Customer. Flock does not own and shall not sell Customer Data.”

Why would Flock need a license to use customer data to provide services to the customer? I’m concerned about “use customer data”. We’ll come back to the “shall not sell Customer Data” in a moment.

Customer grants Flock a non-exclusive, irrevocable, worldwide, royalty-free, license to use the Customer Generated Data for the purpose of providing Flock Services. Flock does not own and shall not sell Customer Generated Data.”

Again, another instance of a license to Flock to use the data, and another “shall not sell” line. That “for the purpose of providing Flock Services” could be interpreted to allow Flock to use the data generated for whatever it likes, as long as that use is part of “providing Flock Services”. Training an AI using Visalia’s data would certainly fall under this line.

Anonymized Data. Flock shall have the right to collect, analyze, and anonymize Customer Data and Customer Generated Data to the extent such anonymization renders the data nonidentifiable to create Anonymized Data to use and perform the Services and related systems and technologies, including the training of machine learning algorithms. Customer hereby grants Flock a non-exclusive, worldwide, perpetual, royalty-free right to use and distribute such Anonymized Data to improve and enhance the Services and for other development, diagnostic and corrective purposes, and other Flock offerings. Parties understand that the aforementioned license is required for continuity of Services. Flock does not own and shall not sell Anonymized Data.

“Including the training of machine learning algorithms.” That’s AI. That would be a red flag for a lot of people, if the phrase was “including the training of artificial intelligence” programs. And again with that “shall not sell” line.

Here’s where it gets deep. California law prohibits any law enforcement agency from sharing data like that collected by the Flock Safety System with any organization outside of the state. (Civil Code §§ 1798.90.5–1798.90.55)(SB 34)

Theoretically, this prevents agencies like ICE, the FBI, or Homeland Security from using (in our case, Visalia’s) data to pursue targets. With the Flock Safety contract, however, all this means is that Flock can’t provide them with user access. In other words, ICE can’t get a user name and password and simply log into the Flock system and search wherever they please, at least for anything in California. They are (again, theoretically) blocked from access.

So, fine. Flock won’t let unauthorized users access to Visalia’s data. However…

Compliance With Laws. Parties shall comply with all applicable local, state and federal laws, regulations, policies and ordinances and their associated record retention schedules, including responding to any subpoena request(s).

Regardless of California law, if, for instance, an agency of the U.S. government were to subpoena Flock for data recorded in Visalia, Flock would hand it over. It might be slower than being able to log on and gain access directly, but it is an option. We’ve seen this administration repeatedly use “administrative warrants” and other means to bypass usual legal restrictions.

Flock may use the services of one or more third parties to deliver any part of the Flock Services, (such as using a third party to host the Web Interface for cloud storage or a cell phone provider for wireless cellular coverage).

Another fly in the privacy ointment – in 2025, a “third party vendor” misconfigured the servers, and allowed any user anywhere to have access to all the data in their system. Any user outside of California had access to prohibited files for an unknown amount of time. Flock says that was fixed, and would not happen again, but it’s a simple setting toggle to implement. It can happen again.

It’s simple. Visalia’s data is not secure. It can be used to train Flock’s AI, and be used to generate profits for Flock. While Las Vegas Metro Police may not be able to follow you back home after something happened there (what happens in Vegas doesn’t really stay in Vegas), ICE could easily decide you aren’t “American” enough, and go after information about you stored in Flock’s servers with a “subpoena”.

Oh, and that “shall not sell” line, repeated three times in the contract? It doesn’t prevent them from simply providing the data to a business partner or other entity for their own profit-generating operations. “We didn’t sell your data! Just like our contract says! You gave us a non-exclusive, world-wide license to use it, as long as we don’t sell it! We didn’t!”

The reason Flock and similar systems have flooded the United States (and California agencies have bought into the hype in droves) is their business model. For, what cities and counties perceive as, low initial costs, users can gain access to a nation-wide system. They don’t have to maintain any computer servers or related infrastructure.

To sweeten the pot, and induce governments to accept the program, many jurisdictions, including Visalia, receive grants to pay for the entire cost involved. Visalia’s system is being paid for by two grants from the Edward Byrne Memorial Justice Assistance Grant (JAG) Program, administered by the California Board of State and Community Corrections (BSCC). After the four years of grant-funded operation, the City will have to come up with the money some other way. Either by finding new grants, pay for the system out of the police budget or general fund, or cancel the service. Current rates are $2,500 to $3,000 per year per camera. Visalia will have 22 cameras in service at the end of the grant funding cycles. That’s at least $55,000 a year to maintain them after the grants run out.

Police tout the ability to solve crimes, find missing persons, and track criminals. This is all true. Flock claims “up to 70%” reduction in crime after the installation of their cameras. That’s probably a big stretch, but no doubt the cameras do help.

The downside is secrecy, and constant surveillance of individuals without warrants, or even suspicion. The data is supposed to be deleted after 30 days (and storage capacity would incentivize Flock to be strict about that, freeing up previously used space), but your movements around your city are logged and stored. Do you trust the police, the state, or the Feds to always follow the law, and not abuse the system?

The system requires a “reason” to search the data, and that reason is logged. However – (there’s that word again) – Visalia has allowed “investigation” (of what?) and “836” to be reasons to search the data. “836” by itself is meaningless, as it is a penal code that allows an arrest for a crime not committed in an officer’s presence. It’s usually used as something like “836-245” or “836-187” (suspicion of assault, suspicion of homicide). The “reason” field can be whatever they like. The law says it has to be for a legitimate law enforcement reason, but only each jurisdiction enforces that requirement at the time of the search.

So now the decision is clear. How much government surveillance are you OK with? Do you trust your local police department to not violate your rights? The County Sheriff’s Office? The California Highway Patrol? Any law enforcement agency in the entire state of California? Do you trust Flock to keep your data confidential? Not to use it to train their AI? Not to provide it at the merest whiff of a subpoena from the Federal government?

I generally trust Visalia PD, even though they’ve been making some unfortunate decisions that I disagree with lately. The same with the Tulare County Sheriff’s Office. Beyond them, however, I’m much more wary. And don’t get me started (too late?) about ICE or the Feds.

Here are the prior blogs I’ve written about Flock, if you want to see them.

  1. What the Flock?
  2. Well, Flock Me!
  3. More Flock, More Fun
  4. Flock you later
  5. Flock the Lawyers
  6. Tick Tock Tick Flock
  7. The Final Flock – and the answer is “NO”

The Final Flock – and the answer is: “NO”

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It started April 24, 2026. I filed a public records request for information on the Flock Automated License Plate Reader system the City of Visalia was utilizing. Today, August 3, 2026, I got the final response. Basically, “NO”. The only thing they sent me that was not readily available on the Visalia Police Department Flock Transparency page was a list of “audits”, reporting which agencies had access to Visalia’s Flock network. It was in the tens of thousands of PDF pages. What that revealed is a whole blog post in itself, perhaps at a later date. (I did not see any evidence in those pages of any non-California agencies accessing Visalia Police Department’s database, such as ICE or Homeland Security. There’s a loop-hole about that, however.)

The only thing they were willing to tell me about my vehicle being identified, cataloged, and stored in the Flock database was that they didn’t have any record of Visalia PD checking for my plate. I suppose that’s good. Of course, it doesn’t mean that they haven’t, after my request.

Here are the blog posts I’ve made during this investigation:

  1. What the Flock?” My first notice of the Flock cameras in Visalia.
  2. Well, Flock Me!” Stories about agencies cancelling their Flock contracts due to violations of state law by Flock.
  3. More Flock, More Fun” Another blogger runs the stuff I’ve done through an AI for analysis.
  4. Flock You Later” The Police Department opts to take their allowed 14 day extension to respond to my request.
  5. Flock the Lawyers” The Police Department hands my request off to the City’s lawyers. That’s seldom a good sign.
  6. Flock Me A Little Bit” They send me the list of which agencies can access VPD Flock data, and want me to prove the license plate I asked about is mine.
  7. Tick Tock Tick Flock” The lawyers dump a huge file on me, with audit logs of agencies that accessed Visalia’s Flock data. Want to know the biggest user, by far? California Highway Patrol. They routinely check thousands of camera files.

So they’ve decided “…data is exempt from public disclosure under the public records act balancing test because the public interest in preventing disclosure clearly outweighs the public interest in disclosure…” and “Visalia PD’s policy “Because such data may contain confidential information, it is not open to public view.” (Policy 428.2.)”

They took 14 weeks to determine they wouldn’t give me data on myself. Due diligence, or deliberate delay?

This story is not over.

Image by Gemini AI

Tick tock tick Flock

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Visalia Police Department Public Records Request – update

On April 19, 2026, I posted “What the Flock?“, my first entry about the proliferation of Flock Automated License Plate Readers in Visalia, California.

On April 24, 2026, I posted “Well, Flock Me!“, about a nearby community (Merced, California) disabling their Flock ALPR system after problems with unauthorized access were discovered. On that same day, I filed a Public Records Request with the Visalia Police Department, about Visalia’s recent installation of Flock cameras. The City had ten days to respond.

On May 5, 2026, I posted “Flock you later“, where the City of Visalia takes advantage of a 14 day extension to provide the requested documents.

On May 11, 2026, I posted “Flock the Lawyers“, wherein the City informs me they have to run it past the lawyers first, and they were targeting June 1, 2026 for release of the documents.

On May 27, 2026, “Flock Me A Little Bit” is the next chapter, in which the City is initially refusing to provide some of the requested documentation, since I was requesting the images in the system of a particular license plate. My license plate. I sent them a copy of my vehicle registration. The next target date for complying with my request was June 20, 2026.

On June 29, 2026, I posted to Facebook, tagging both the City of Visalia and the Visalia Police Department, that they were nine days past their own due date for information. That was at 1pm. By 3pm, I received a “supplemental response to your public records request”, via email. This response stated “The attached document shows the result of a Department audit searching for any monitoring and investigating activity for JJRJR. No data exists.” Except that wasn’t what I asked them to provide. I had no reason to suspect the Police Department deliberately did a search for my license plate, for whatever reason. What I asked for was every instance of my plate being recorded by the system. Those are two different things. They are not going to convince me that my plate has never been recorded by their system.

In that response, they also moved the date again. More information was supposed to be available July 20, 2026.

On July 10, 2026, I received this letter, and a link to a DropBox file with audit logs.

There are tens of thousands of pages (PDF file pages) in response to this part of my request. In case the link in the letter doesn’t work, you can see them at my Dropbox, at this link: https://www.dropbox.com/scl/fo/6u6l4w0jwe54w6y1fvllu/AAZ4mAaSF8XPUJfqUpd2lwo?rlkey=iuqasfx1t6r8hhwgz02h36us1&st=qkgkdqht&dl=0

They state “The Department’s staff is continuing its diligent search and review of requested records. The Department’s staff members estimate they will be able to supplement this response on or about August 20, 2026, earlier if able.”

Tick tock tick Flock

Flock Me A Little Bit

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The next chapter in our Flock Me series is here! Today I received this email from the Visalia Police Department’s lawyers. (I’m going to have to ask why they have an out-of-town law firm doing this, and not the city attorney.)(UPDATE: It’s not actually an out-of-town firm. It’s a local, Visalia law firm. Not sure why I was thinking it’s an out-of-town company. Oops.)

I’ve sent them an image of my vehicle registration, so I hope to get the images of every time my car has been photographed by the system in Visalia. We’ll see.

Here’s the data on the agencies who can access the Visalia Police Department’s camera system. I’m going to have to study it a bit to figure out exactly what it means, and it does not (so far) answer the question of who *actually* accessed the data. This seems to indicate who is allowed to have access, which is not really what I asked. We’ll see if future information dumps include that little detail.

For those new to the saga of the Flock Automated License Plate Readers, here’s the blog posts I’ve done so far:

What the Flock?

Well, Flock me!

More Flock, more fun

Flock you later

Flock the Lawyers

Flock the Lawyers

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Oh my…

Now the City of Visalia is running it by the lawyers. It also manages to push the “final” date out to June 1, 2026.

As you’ll recall, my first post about it was “What the Flock?“, where I looked at all of the locations where Visalia Police Department (VPD) had installed cameras.

The next post was about a public records request I submitted to VPD concerning the cameras, “Well, Flock me!”

Another blogger, Paul Flores, had the AI system DeepSeek create an interesting look at what I was doing. “More Flock, More Fun

The first response to my Public Records request was this, “Flock you later“.

Tick Tock

I asked AI to profile me

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I asked Gemini AI to create a profile on me, so I could have it compare candidates for office in California’s primary election, and recommend who would be good choices for me to select for my votes. Here’s what it came up with.

This is the political profile I have developed for you, based strictly on the content and commentary found on your blogs, primarily jimmiejoe.com and alternatingcurrents.net. I have used this specific set of values and priorities to analyze candidate platforms and determine which individuals most closely align with your viewpoints in the 2026 California primary.

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Flock you later

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The Flock Automated License Plate Reader saga continues.

As you’ll recall, my first post about it was “What the Flock?“, where I looked at all of the locations where Visalia Police Department (VPD) had installed cameras.

The next post was about a public records request I submitted to VPD concerning the cameras, “Well, Flock me!”

Another blogger, Paul Flores, had the AI system DeepSeek create an interesting look at what I was doing. “More Flock, More Fun

Today, I got a notice from Visalia PD, advising me they were going to extend their deadline by fourteen days, as provided by law.

I didn’t think I was asking for that much, and I really expected to get very little, with them citing confidentiality laws! 😉

The timer is reset. tick tock

Well, Flock me!

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Flock ALPR, Visalia, California

Some more License Plate Reader fun. KMPH 26 posted a story about Merced’s Police Department discovering a, shall we say – just to be very understanding of the complexity of computerized systems – a “mis-configuration” of their automated license plate reader system. Although not the Flock ALPR, like Visalia’s, they released a statement on April 23, 2026, saying, in part, the following:

Merced, Calif – In the interest of transparency, the Merced Police Department is addressing recent concerns regarding automated license plate reader (ALPR) data sharing.

Following these reports, the Department conducted a comprehensive internal review of its ALPR system. That review determined that prior system configurations allowed data sharing with certain federal agencies.

Upon identifying this issue, the Department immediately disabled the identified connections and will continue to conduct additional audits to ensure ongoing compliance.

Merced joins Santa Cruz, Oxnard, and Ventura Police Departments to identify (through media reports, not, apparently, through their own oversight) problems with unauthorized access to their databases. Each agency has said they’ve fixed the problems, but one has to wonder how many other instances of unauthorized access have occurred.

I’ve sent the following Public Records Request to the Visalia Police Department:

To: Custodian of Records
Visalia Police Department
303 S Johnson St.
Visalia, CA 93291
(Or via NextRequest Portal)

Date: April 24, 2026

RE: CALIFORNIA PUBLIC RECORDS ACT REQUEST – FLOCK ALPR DATA SHARING AND SPECIFIC PLATE RECORDS

To the Custodian of Records:

Under the California Public Records Act (Gov. Code § 7920.000 et seq.) and California Civil Code § 1798.90.5 et seq., I am requesting the following public records held by the Visalia Police Department (VPD):

System Access & Inter-Agency Sharing Logs: Any and all records, audit logs, or documentation showing access to data compiled by the VPD via the Flock Safety ALPR system by any agency other than the Visalia Police Department. This request includes, but is not limited to:

Lists of “Hot List” hits shared with outside agencies.

Audit trails showing when outside agencies (federal, state, or local) queried the VPD’s Flock database.

Current lists of all agencies with whom the VPD has a data-sharing agreement for ALPR data.

The time frame for this request is from the initial installation/implementation of the Flock system to the present date.

Specific License Plate Records: All records, images, and data points captured by the VPD ALPR system (including fixed cameras and mobile units) that reference or identify the following California license plate: JJRJR.

This request includes time stamps, location data (GPS coordinates or camera IDs), and associated photographs for every instance this plate was recorded from the time of system installation to the present date.

Redactions and Privacy:
If the Department contends that any portion of these records is exempt from disclosure, please provide the non-exempt portions pursuant to Gov. Code § 7922.525. If any portion of the request is denied, please provide a written response citing the specific legal authority for the denial within the ten (10) days required by statute
.

Request for Digital Format:
Please provide these records in electronic format. If the records exist in a searchable database or spreadsheet (such as CSV or Excel), I request they be provided in that native format
.

Thank you for your assistance.

Sincerely,

Jimmie Joe Reeves
Visalia, CA

That license plate request is for my own car, and I’m interested how many times the system has seen me while I’m running around town. From what I understand of their operational rules, they should have no images older than 30 days. We’ll see if I get anything, or get buried with data files.