Now that all four of my kids are finally in the same school, riding the same bus, and trading their daily highlights over dinner, something they said triggered a memory I hadn’t thought about in decades. It landed on elementary art class. There was one specific assignment I’ve never quite forgotten. We had to make an underwater scene, with a fish, but we weren’t allowed to paint or color it. We had to build it out of dots, like a mosaic. Just little marks of color, one at a time.
So I sat there and poked at the page tirelessly (or at least that’s what I believed at the time). Hundreds of marks, maybe thousands, who knows? But what I remember most is that each individual dot did almost nothing while I was working on it. A single blue pinprick here, some orange over there, but on their own, it seemed like I wasn’t making any progress. Hold up your paper a few feet away with just a few dots, and no one had a clue what your “artwork” was.
But as the page filled in, something happened. You’d get up from your little stool, take a step away from the table, and suddenly the fish was there. The fins, markings, a suspicious-looking eye. No single mark created it, but all of them together did. I’ve been thinking about that fish lately, because a company I’ve been reading about has quietly built one of the most hotly debated businesses in America on exactly this principle, and many people have never heard its name.
The Company You Drove Past This Morning
The company is Flock Safety. If you’ve driven through any neighborhood, pulled into a shopping center, or passed a highway exit ramp recently, there is a very good chance one of its cameras read your license plate and logged it. Not just the plate, but the make of your car, the color, the roof rack, the dent in your bumper, the exact second you passed and which direction you were headed. You didn’t notice it, and that’s kind of the point.
Flock was founded in 2017 in Atlanta by a trio out of Georgia Tech, led by an electrical engineer named Garrett Langley, who still runs it as CEO. The original pitch was pretty simple: legacy plate readers were expensive, clunky, and required tearing up streets to run power and fiber. Flock’s idea was to make them cheap, solar-powered, and cellular-connected, which meant a camera you could bolt to a pole in an afternoon. The founding mission was neighborhood-scale, to help a subdivision or a police department find a stolen car or a missing person. These would help solve the crime on your own street.
That modest premise has grown into something enormous. Flock now operates a network estimated at more than 120,000 active cameras. It serves over 5,000 law enforcement agencies across 49 states, alongside homeowners associations, university campuses, and corporate giants like Lowe’s and FedEx. Its most recent valuation clocked in at roughly $8.4 billion. Not bad for a company that, individually, sells you a single dot.
The Dots Themselves
What Flock actually sells is deceptively simple hardware wired (not physically) into incredibly powerful software. The flagship is the Falcon line of license-plate readers, which are solar-powered cameras that capture plates on cars moving up to 100 mph. There’s a lighter version, Sparrow, built for slow residential streets, and Condor, a pan-tilt-zoom video camera with a 25x optical zoom that can automatically swivel to track a person or vehicle. There’s even an acoustic sensor, Raven, that listens for gunshots, pinpoints them, and tells nearby cameras where to look.
None of this hardware is the breakthrough product, though. The glue product is FlockOS, the cloud brain all these sensors feed into. Flock doesn’t sell you a camera; it sells you a subscription. “Safety-as-a-Service,” bundling hardware, cellular data, storage, and software into one recurring fee. Its real trick is Vehicle Fingerprint Technology, which doesn’t just read your plate but catalogs your car’s attributes (as mentioned above) so an officer can type a plain-English description into a search bar and pull up every matching car the network has ever seen.
And here is where the dots start to become a fish, because (almost) every single one of those 120,000 cameras feeds the same searchable database.
When the Picture Saves the Day
Let’s be fair to the fish, because the picture it paints can be genuinely useful. A police department can plug Flock into national crime databases and get a real-time alert the moment a stolen car or a vehicle tied to an Amber Alert rolls past a camera. Detectives working a robbery can search a month of footage and find the getaway car in minutes rather than knocking on doors for weeks. When Raven hears a gunshot, cameras pivot to capture a fleeing vehicle before an officer arrives. These aren’t hypotheticals; they’re the true everyday use cases that have helped solve real-world crimes again and again.
The private side compounds the effect. An HOA or a retailer buys cameras for its own lot, then, with a click, can share that feed with local police (if they so desire, they are not required to do so). Every camera a business or neighborhood adds can widen the shared grid. This is the network effect that makes platform businesses so valuable. Each new dot doesn’t just add itself, it makes every other dot more useful. More coverage means more matches, more matches mean more subscribers, more subscribers mean more coverage. That’s the flywheel of the network effect in action, and the reason behind the multi-billion dollar valuation right there.
The Fish Nobody Asked For
But step back from the desk, and the picture that emerges isn’t always the one anyone signed up for.
Because when you stitch 120,000 cameras into one searchable system, you’re no longer solving crimes on a single street. You’re building a record of where nearly everyone goes. A string of cities has recoiled after seeing the full picture. Municipalities have discovered that outside agencies (sometimes federal, sometimes across state lines in violation of local privacy laws) were querying their camera data without their knowledge. Several councils voted to rip the cameras out after learning their data had traveled far beyond the neighborhood it was meant to protect. In at least one town, officials say company reps flatly denied a tracking feature existed, right up until it was confirmed to exist the next morning.
Then there’s the human element, always the toughest dot in the mosaic. Civil-liberties investigators have documented dozens of cases of officers misusing plate-reader systems for personal ends, tracking ex-partners, romantic interests, people they simply didn’t like. Just this week, Columbus police have been suspended from using Flock after it was found that an officer searched a specific license plate 272 times over 13 months.
For its part, Flock has rolled out reforms including shorter data retention, mandatory case codes, and automated misuse detection. But critics counter that shorter retention and audit tools don’t address the core issue of a warrantless record of ordinary people’s movements sitting in a private company’s cloud.
The courts are now sorting through whether a thousand little dots add up to a search. Some judges have said no, a single camera catches only a fleeting glimpse of a car on a public road, which nobody can reasonably expect to keep private. Others, and a wave of new lawsuits, argue the opposite, that a network dense enough to reconstruct your daily life is not a snapshot but a portrait, and the Constitution should treat it that way. It is, quite literally, an argument about whether you’re allowed to step back and look at the fish.
What the Mosaic Teaches Your Finances
If you move beyond this specific story and think about what the mosaic can teach us more broadly, it does lend itself nicely to personal finance.
Many of the decisions in your financial life are invisible at the level of a single dot. One month’s spending, one market dip, one more subscription, one skipped contribution; they’re all just a speck. And because each is meaningless on its own, we tend to make these decisions casually, one at a time, never leaning back to see what they compose. The danger, exactly as with Flock, is that the picture is real whether or not you’re looking at it. It’s being drawn regardless. The only question is whether you ever step back far enough to see what you’ve made.
And this cuts both ways, which is what makes it worth thinking about. The same aggregation that quietly builds a surveillance dragnet is the aggregation that quietly builds wealth. A single automatic contribution is a speck, trivial, easy to say, “does this really matter?” But those specks, laid down consistently over decades and compounded, form a portrait of security no single dot could ever hint at. Compounding is a mosaic that rewards patience. And on the flip side, lifestyle creep is the same mosaic pointed the other way, punishing inattention. The discipline isn’t obsessing over any individual mark; you’ll go absolutely crazy trying to optimize every dot. It’s remembering to stand up periodically, step back, and check what image is actually forming.
Step Back From the Desk
I’m not completely sure what happened to my top-notch artwork, the mosaic fish. But whatever landfill it made it to, and whatever state of decomposition it finds itself in, the lesson it taught me has certainly outlasted the artwork. And it applies to an $8.4 billion surveillance company and to your personal finances in roughly equal measure. Small things, repeated at scale, can compound into something much larger than you’d ever expect from a single one of them.
Flock built a fish that many Americans are now deciding they don’t want hanging on the wall. Your job is the happier version of the same task, making sure the picture forming out of your own thousand little dots is one you’ll be glad to step back and look at. Just don’t wait until the page is full to take a look.
Markets / Economy
- Markets chopped around all week, with the positive jobs number negatively impacting stocks. The S&P finished the week up 0.1%, the Nasdaq up 0.4%, and the small-cap Russell 2000 up 0.1%.
- JOLTs job openings in the U.S. increased by 89K to 7.27 million in July from a downwardly revised 7.18 million in June, below market expectations of 7.30 million.
- Private businesses in the U.S. added 38K jobs in August, the least since January, following an upwardly revised 46K in July and below forecasts of 47K, reflecting a broader slowdown in the labor market.
- The U.S. economy added a staggering 162K jobs in August, the most in five months, following an upwardly revised 23K rise in July and far above market expectations of 56K.
Stocks
- U.S. equities were in positive territory. Energy and Technology were the top performers, while Consumer Discretionary and Materials lagged. Growth stocks led value stocks, and large caps beat small caps.
- International equities closed lower for the week. Emerging markets fared better than developed markets.
Bonds
- The 10-year Treasury bond yield increased five basis points to 4.78% during the week.
- U.S. bond markets were in negative territory this week while International bond markets were positive.
- Government bonds led for the week, followed by corporate bonds and high-yield bonds.
