Appearance
The glass dragnet: How a CIA venture fund, a billionaire, and a drone feud built America's surveillance economy
ATLANTA — A solar-powered camera on a suburban street pole photographed your license plate this morning, logged your bumper stickers, and stored the sighting in a database holding billions of vehicle movements.
The camera belongs to Flock Safety. The money behind it traces to the Central Intelligence Agency.
That single connection — from a neighborhood pole to Langley, Virginia — runs through the most consequential and least examined network in American public life: a privatized surveillance economy in which intelligence seed capital, Silicon Valley venture funds, and municipal police budgets have fused into one machine. Corporate filings, government audits, court settlements, and procurement records map the whole lattice. This is what they show.
Table of Contents
The program Congress killed, and the fund that replaced it
In 2002, the Pentagon's Defense Advanced Research Projects Agency created the Information Awareness Office under retired Vice Adm. John Poindexter, a central figure in the Iran-Contra affair. His project, Total Information Awareness, envisioned folding emails, credit card purchases, airline tickets, and medical files into one predictive engine.
Congress defunded it in 2003 after a bipartisan backlash. Publicly, the dragnet died. Privately, it was privatized.
Three years earlier, CIA Director George Tenet and technology executive Gilman Louie had founded In-Q-Tel, the intelligence community's venture capital arm. The thesis was simple: instead of waiting on slow defense contractors, the CIA would seed Silicon Valley startups, test prototypes in the field, and let winners scale commercially.
In 2005, In-Q-Tel wrote a $2 million check to a young data-integration startup founded by five Stanford affiliates: Peter Thiel, Alex Karp, Joe Lonsdale, Stephen Cohen, and Nathan Gettings. The company was Palantir Technologies. Its Gotham platform, adapted from PayPal fraud-detection graphs, fused disparate records into targeting networks for troops in Iraq and Afghanistan.
Then Gotham came home. Palantir built FALCON and Investigative Case Management for Immigration and Customs Enforcement, systems that fused travel records, phone data, and utility bills to coordinate workplace deportation raids. ICE became Palantir's longest-running law enforcement client, with contracts topping $200 million over a decade — including a $30 million ImmigrationOS deal in April 2025 and a $34 million case-management contract in Jan. 2026. Grassroots groups led by Mijente answered with the #NoTechForICE campaign. The contracts kept growing.
The man at the center of the graph
Of 315 entities in the network, one node connects more clusters than any other: Peter Thiel.
Thiel co-founded Palantir in 2003 and remains its chairman and largest individual shareholder, with a 7.2 percent stake. He then converted PayPal wealth into Founders Fund, a venture firm built with partners including former Palantir engineer Trae Stephens and Keith Rabois, explicitly willing to finance hard-power technology other firms avoided.
Follow the checks. Founders Fund led Anduril Industries from its 2017 seed round through a $1 billion raise in 2025, backing founders Palmer Luckey and Stephens as they built autonomous border-surveillance towers for Customs and Border Protection. Founders Fund joined Andreessen Horowitz, Tiger Global, and Initialized Capital in pouring hundreds of millions into Flock Safety, the 2017 Atlanta startup founded by Garrett Langley, Matt Feury, and Paige Todd.
Seven years later, Flock operated more than 40,000 cameras across more than 4,000 police departments in 49 states. Its FlockOS platform lets any participating department search a nationwide web of vehicle sightings — categorized by roof racks, bumper stickers, and travel patterns — far beyond its own jurisdiction.
And in 2017, Thiel wrote the first outside angel check, $200,000, into a facial-recognition startup called Clearview AI. That startup would scrape more than 30 billion images from the open web.
The pipeline from CIA venture thesis to suburban driveway is not theory. It is a documented chain of equity.
The capital connections
The diagrams summarize relationships stated in this article. Arrows distinguish investments, roles, and services; they do not imply a direct CIA investment in Flock.
The political machine attached to the money
The capital network doubles as a political one. Thiel spent $15 million to elect JD Vance to the Senate in 2022; Vance, a former employee of Thiel's Mithril Capital, became vice president in 2025. The two co-founded the Rockbridge donor network.
Thiel's PayPal circle followed. David Sacks, the former PayPal chief operating officer who founded Yammer and Craft Ventures, hosted a $12 million Donald Trump fundraiser in June 2024, spoke at the Republican National Convention, and served as White House AI and crypto czar from Jan. 2025 to March 2026. Sacks is also an angel investor in Palantir. Stephens sits on the federal Defense Innovation Board and co-founded Valinor Enterprises and Varda Space Industries out of Founders Fund.
The revolving door spins both ways. Stephens moved from Palantir engineer to Founders Fund partner to Anduril co-founder to Pentagon adviser. Gregory Barbaccia, a Palantir alumnus, became federal chief information officer in 2025. The network does not merely sell to the state. It staffs it.
Where business and government roles overlap
These are the article's stated affiliations, rather than evidence that any particular contract resulted from a political connection.
The feud: Axon versus Flock, and the war for the sky
For years the policing-technology sector looked like a fraternity. Inside, it became a turf war.
Axon Enterprise, under Chief Executive Patrick "Rick" Smith, executed one of the more lucrative pivots in American business: from one-time TASER sales to recurring video subscriptions. Its Evidence.com cloud stores petabytes of body-camera footage, and once a department's evidence lives there, leaving Axon is nearly impossible.
In 2020, Axon bought a minority stake in Flock Safety and piped plate-reader alerts into cruiser dashboards through Evidence.com. The alliance held for five years. In Jan. 2025, Axon abruptly severed it, revoked Flock's access to Evidence.com, and accused Flock of coercing shared customers and charging predatory integration fees.
Both companies wanted the same prize: the single operating system for American policing.
The battle moved airborne. In Feb. 2024, Axon acquired Fusus, whose Real-Time Crime Centers fuse Ring doorbells, commercial cameras, and 911 feeds into live police maps, and partnered with Skydio for Drone-as-First-Responder programs that launch autonomous aircraft from rooftop docks ahead of patrol cars. Four months later, Flock answered by acquiring Aerodome, a police-drone startup founded by former officer Rahul Sidhu.
Now Axon and Flock sales teams fight block by block in city council hearings, each pitching a full stack of ground cameras, cloud vaults, generative-AI report writing, and autonomous drones. Axon's Draft One software, which converts body-camera audio into draft arrest narratives, has raised unresolved questions among prosecutors about evidentiary reliability and disclosure obligations.
Two competing police-technology stacks
Solid arrows label products and business relationships described in the article; the dashed arrow marks the terminated integration.
Thirty billion faces, and the think tank that incubated them
While Axon and Flock fought over vehicles, Clearview AI industrialized the human face.
Co-founder Richard Schwartz had been a senior aide to New York Mayor Rudy Giuliani during the "broken windows" era, and moved in the circles of the conservative Manhattan Institute that supplied the theory's intellectual scaffolding. There he met Hoan Ton-That, an Australian programmer. With early involvement from blogger Charles C. Johnson through a precursor called SmartCheckr, the pair built crawlers that harvested billions of photos from Facebook, Instagram, LinkedIn, Venmo, and YouTube without consent, converting them into searchable facial vectors.
A patrol officer could photograph a stranger on a subway platform and receive a name, address, and social graph within seconds. Early clients included the FBI, the Department of Homeland Security, and thousands of local departments.
In 2020, the American Civil Liberties Union sued under Illinois' Biometric Information Privacy Act. The resulting settlement permanently barred Clearview from selling its database to private companies nationwide — but left government sales untouched. Police, federal agents, and the military can still buy it.
A parallel biometric gamble collapsed faster. ID.me, founded by Blake Hall, won contracts with 30 state unemployment agencies and the IRS requiring video selfies for benefits access. After it inflated fraud statistics and locked legitimate claimants out of aid, Congress opened an inquiry and the IRS beat a public retreat in 2022.
The constitutional workaround
The network's most consequential innovation is legal, not technical.
In 2018, the Supreme Court ruled in Carpenter v. United States that police need a warrant to obtain historical cell-site location records from phone carriers. Agencies responded by buying the same data commercially, where no warrant is required.
Fog Data Science, led by retired Marine Brig. Gen. Matthew Broderick, a former Homeland Security operations director, sells an interface called Fog Reveal. It draws on billions of advertising identifiers harvested from weather apps, games, and navigation tools, letting a detective sketch a polygon around a protest, clinic, or apartment building and retrieve every device that entered over months — complete with patterns of life showing where owners sleep. The Electronic Frontier Foundation and The Associated Press exposed the practice in Sept. 2022, finding departments that used Fog Reveal precisely because it avoided Carpenter's warrant rule.
The federal version runs through the same brokers. Customs and Border Protection, ICE, and the Drug Enforcement Administration buy from Venntel, a Gravy Analytics subsidiary. The Secret Service and IRS Criminal Investigation subscribe to Babel Street's Locate X. ICE paid LexisNexis $22.1 million in 2021 for its Accurint database, a deal challenged in court by Mijente and Just Futures Law, and buys the CLEAR platform from Thomson Reuters. TransUnion's TLOxp competes for the same contracts with billions of identity records.
Two older layers underpin the stack. Motorola Solutions bought license-plate giant Vigilant Solutions for $445 million in 2019, inheriting the LEARN database — more than 10 billion vehicle detections drawn from police cars, repo trucks, and toll plazas. L3Harris manufactures StingRay cell-site simulators, which impersonate phone towers to vacuum up nearby identifiers, and for years required departments to sign FBI non-disclosure agreements so restrictive that prosecutors dismissed cases rather than reveal the devices in court.
The template is decades old. In 2012, Mayor Michael Bloomberg and Commissioner Ray Kelly partnered with Microsoft to build the NYPD's Domain Awareness System, fusing plate readers, cameras, radiation detectors, and arrest files citywide — with Microsoft paying the department a 30 percent royalty on sales to other cities.
Who sells data to whom
These are separate vendor–customer paths described in the article, not one shared database or a finding about the legality of any purchase.
The social-media front
A second cluster of vendors turned the social web into an informant.
Geofeedia marketed protest-tracking to police in Ferguson and Baltimore until a 2016 ACLU investigation got its access to Twitter, Facebook, and Instagram revoked, destroying the business. Dataminr, itself backed by In-Q-Tel, sold "First Alert" feeds to fusion centers that monitored Black Lives Matter demonstrations.
Voyager Labs went further, assigning risk scores to individuals and mapping their social circles for departments including Los Angeles. In 2023, Meta sued Voyager in federal court, accusing it of running tens of thousands of fake accounts to scrape more than 600,000 users. PenLink, backed by Spire Capital, bought Cobwebs Technologies in 2023 to fuse wiretap analysis with dark-web search for Homeland Security and state fusion centers.
The foreign-made extreme sits on a federal blacklist. NSO Group's Pegasus spyware infiltrates phones without any user action and hands operators messages, location, microphones, and cameras. In Nov. 2021, the Commerce Department placed the company on its Entity List after finding its tools used against officials, journalists, and activists.
When the ethicists walked out
Twice, the industry's own safeguards publicly failed.
In June 2022, Smith proposed TASER-armed drones for elementary schools to stop shooters. His AI Ethics Board — chaired by NYU's Barry Friedman with scholars Ryan Calo, Danielle Citron, and Elizabeth Joh — voted the concept down as reckless. Smith announced development anyway. Nine of 12 members resigned within days, writing that the plan would militarize classrooms and inevitably target minorities and protesters. Axon paused the project. The board never recovered.
The algorithms failed on their own terms, too. PredPol, spun out of UCLA research, dispatched officers to 500-foot boxes predicted from historical arrests. The Stop LAPD Spying Coalition, led by Hamid Khan, showed the loop: heavier patrols in poor Black and Latino neighborhoods produced more low-level arrests, which fed the model "proof" those blocks needed more patrols. Los Angeles dropped the software in 2020. PredPol rebranded as Geolitica and was absorbed by SoundThinking in 2023.
SoundThinking's ShotSpotter microphones fared worse under audit. In Aug. 2021, Chicago Inspector General Joseph Ferguson found that 89 percent of more than 50,000 alerts produced no evidence of gun crime — no casings, no victims, no weapons — while priming officers to enter neighborhoods expecting combat. Mayor Brandon Johnson let the city's $49 million contract expire in 2024.
The strangest collapse belonged to Banjo. Utah awarded the startup a $20.7 million contract in 2019 for an "event detection" system fusing traffic cameras, 911 audio, and social feeds. In 2020, OneZero revealed founder Damien Patton's teenage membership in the Ku Klux Klan and participation in a 1990 synagogue shooting. The state terminated the deal.
The predictive-policing feedback loop
The loop illustrates the criticism described in the article: police activity helps produce the records used to direct future police activity.
The loop closes: from precinct to battlefield and back
The newest edges in the graph point outward again — toward open warfare.
When Google employees forced their company off the Pentagon's Project Maven drone-vision contract in 2018, Palantir stepped into the prime role, a path leading to its TITAN battlefield-intelligence and AI Platform Army contracts. In Dec. 2024, Palantir and Anduril formalized a consortium with SpaceX, OpenAI, Scale AI, Helsing, and Saronic to challenge traditional defense primes. Karp met President Volodymyr Zelenskyy in Kyiv in 2022, and Palantir software was reported in use for Iran targeting decisions in 2025. Anduril's Army contracts and its 400-plus autonomous border towers now share software lineage with precinct crime centers.
Palantir's market capitalization touched $340 billion by April 2026 alongside S&P 500 inclusion and a National Health Service data-platform contract in England — proof the model exports.
Living inside the corporate panopticon
Step back and the architecture is plain. Ground coverage belongs to Flock and Motorola's LEARN. The sky belongs to Axon's Fusus-Skydio stack and Flock's Aerodome. Faces belong to Clearview. Locations belong to Fog Data Science and Venntel. Records belong to LexisNexis and Thomson Reuters. Analytics belongs to Palantir's Gotham.
The surveillance layers at a glance
This is a capability map, not an assertion that all vendors exchange data or integrate with one another.
Every layer is funded by elite venture capital, seeded at critical moments by intelligence money, shielded from constitutional limits through commercial data markets, and sold to strained municipalities with federal homeland-security grants.
Four questions now deserve investigators' attention. First, how are plate-reader networks being used across state lines to track travel to reproductive-health clinics after Dobbs? Second, how many departments financed Flock and Axon subscriptions with expiring federal grants, locking in liabilities they cannot afford? Third, what happens in court when an officer's sworn narrative was drafted by Draft One's language model? Fourth, which foreign sovereign wealth funds sit as limited partners behind the venture firms financing domestic policing?
Total Information Awareness was never defeated. Congress defunded one office, and the market built a hundred replacements — faster, better capitalized, and beyond the reach of a warrant.
Sources and further reading
- ACLU v. Clearview AI, Inc., No. 2020-CH-04353 (Cook County Cir. Ct. 2022), settlement and injunction.
- Carpenter v. United States, 585 U.S. 296 (2018).
- Chicago Office of Inspector General, Review of the Chicago Police Department's Use of ShotSpotter Technology (Aug. 2021).
- Garance Burke and Jason Dearen, Associated Press and EFF investigation of Fog Reveal (Sept. 2022).
- Kashmir Hill, The Secretive Company That Might End Privacy as We Know It, The New York Times (Jan. 2020).
- Matt Stroud, The Secret Past of Banjo CEO Damien Patton, OneZero (April 2020).
- Cat Zakrzewski, Mass Resignation on Axon AI Ethics Board, The Washington Post (June 2022).
- Sam Biddle and Lee Fang, reporting on ICE data brokerage and Palantir systems, The Intercept (2017–2021).
- U.S. Government Accountability Office, Facial Recognition Technology (GAO-21-518).
- SEC Forms 10-K: Axon Enterprise (AXON), Palantir Technologies (PLTR), SoundThinking (SSTI), Motorola Solutions (MSI).