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Here’s the tech powering ICE’s deportation crackdown 

President Donald Trump said he would make countering immigration one of his flagship policies during his second term in the White House, promising an unprecedented number of deportations. 

A year in, data shows that deportations by Immigration and Customs Enforcement (ICE) and Customs and Border Protection have surpassed at least 350,000 people

ICE has taken center stage in Trump’s mass removal campaign, raiding homes, workplaces, and public parks in search of undocumented people, prompting widespread protests and resistance from communities across the United States. 

ICE uses several technologies to identify and surveil individuals. Homeland Security has also leveraged the shadow of Trump’s deportations to challenge long-standing legal norms, including forcibly entering homes to arrest people without a judicial warrant, a move that legal experts say violates the Fourth Amendment protections against unreasonable searches and seizures. 

Here are some of the technologies that ICE is relying on.

Cell-site simulators

ICE has a technology known as cell-site simulators to snoop on cellphones. These surveillance devices, as the name suggests, are designed to appear as a cellphone tower, tricking nearby phones into connecting to them. Once that happens, the law enforcement authorities who are using the cell-site simulators can locate and identify the phones in their vicinity, and potentially intercept calls, text messages, and internet traffic.  

Cell-site simulators are also known as “stingrays,” based on the brand name of one of the earliest versions of the technology, which was made by U.S. defense contractor Harris (now L3Harris); or IMSI catchers, a technology that can capture a nearby cell phone’s unique identifier, which law enforcement can use for identifying the phone’s owner.  

In the last two years, ICE has signed contracts for more than $1.5 million with a company called TechOps Specialty Vehicles (TOSV), which produces customized vans for law enforcement. 

A contract worth more than $800,000, dated May 8, 2025, said TOSV will provide “Cell Site Simulator (CSS) Vehicles to support the Homeland Security Technical Operations program.”  

TOSV president Jon Brianas told TechCrunch that the company does not manufacture the cell-site simulators, but rather integrates them “into our overall design of the vehicle.” 

Cell-site simulators have long been controversial for several reasons.  

These devices are designed to trick all nearby phones to connect to them, which means that, by design, they gather the data of many innocent people. Also, authorities have sometimes deployed them without first obtaining a warrant.  

Authorities have also tried to keep their use of the technology secret in court, withholding information and even accepting plea deals and dropping cases rather than disclose information about their use of cell-site simulators. In a court case in 2019 in Baltimore, it was revealed that prosecutors were instructed to drop cases rather than violate a non-disclosure agreement with the company that makes the devices.  

Facial recognition

Clearview AI is perhaps the most well-known facial-recognition company today. For years, the company promised to be able to identify any face by searching through a large database of photos it had scraped from the internet. 

On Monday, 404 Media reported that ICE has signed a contract with the company to support its law enforcement arm, Homeland Security Investigations (HSI), “with capabilities of identifying victims and offenders in child sexual exploitation cases and assaults against law enforcement officers.” 

According to a government procurement database, the contract signed last week is worth $3.75 million. 

ICE has had other contracts with Clearview AI in the last couple of years. In September 2024, the agency purchased “forensic software” from the company, a deal worth $1.1 million. The year before, ICE paid Clearview AI nearly $800,000 for “facial recognition enterprise licenses.”

Clearview AI did not respond to a request for comment. 

ICE is also using a facial-recognition app called Mobile Fortify, which federal agents use to identify people on the street. The app relies on scanning a person’s driver’s license photo against 200 million photos, much of the data sourced from state driver’s license databases.

Paragon phone spyware

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In September 2024, ICE signed a contract worth $2 million with Israeli spyware maker Paragon Solutions. Almost immediately, the Biden administration issued a “stop work order,” putting the contract under review to make sure it complied with an executive order on the government’s use of commercial spyware. 

Because of that order, for nearly a year, the contract remained in limbo. Then, last week, the Trump administration lifted the stop-work order, effectively reactivating the contract

At this point, the status of Paragon’s relationship with ICE in practice is unclear.  

The records entry from last week said that the contract with Paragon is for “a fully configured proprietary solution including license, hardware, warranty, maintenance, and training.” Practically speaking, unless the hardware installation and training were done last year, it may take some time for ICE to have Paragon’s system up and running.

It’s also unclear if the spyware will be used by ICE or HSI, an agency whose investigations are not limited to immigration, but also cover online child sexual exploitation, human trafficking, financial fraud, and more.

Paragon has long tried to portray itself as an “ethical” and responsible spyware maker, and now has to decide if it’s ethical to work with Trump’s ICE. A lot has happened to Paragon in the last year. In December, American private equity giant AE Industrial purchased Paragon, with a plan to merge it with cybersecurity company RedLattice, according to Israeli tech news site Calcalist.

In a sign that the merger may have taken place, when TechCrunch reached out to Paragon for comment on the reactivation of the ICE contract last week, we were referred to RedLattice’s new vice president of marketing and communications, Jennifer Iras. 

RedLattice’s Iras did not respond to a request for comment for this article, nor for last week’s article.

In the last few months, Paragon has been ensnared in a spyware scandal in Italy, where the government has been accused of spying on journalists and immigration activists. In response, Paragon cut ties with Italy’s intelligence agencies. 

Phone hacking and unlocking technology

In mid-September, ICE’s law enforcement arm, Homeland Security Investigations, signed a contract with Magnet Forensics for $3 million.

This contract is specifically for software licenses so that HSI agents can “recover digital evidence, process multiple devices,” and “generate forensic reports,” according to the contract description.

Magnet is the current maker of the phone hacking and unlocking devices known as Graykey. These devices essentially give law enforcement agents the ability to connect a locked phone to them, unlock it, and access the data inside of it. 

Magnet Forensics, which merged with Graykey maker Grayshift in 2023, did not respond to a request for comment.

Cellphone location data 

At the end of September, 404 Media reported that ICE bought access to an “all-in-one” surveillance tool that allows the agency to search through databases of historical cellphone location data, as well as social media information.  

The tool appears to be made of two products called Tangles and Webloc, which are made by a company called Penlink. One of the tools promises to leverage “a proprietary data platform to compile, process, and validate billions of daily location signals from hundreds of millions of mobile devices, providing both forensic and predictive analytics,” according to a redacted contract found by 404 Media.  

The redacted contract does not identify which one of the tools makes that promise, but given its description, it’s likely Webloc. Forbes previously cited a case study that said Webloc can search a given location to “monitor trends of mobile devices that have given data at those locations and how often they have been there.”  

This type of cellphone location data is harvested by companies around the world using software development kits (SDKs) embedded in regular smartphone apps, or with an online advertising process called real-time bidding (RTB), where companies bid in real-time to place an ad on the screen of a cellphone user based on their demographic or location data. The latter process has the by-product of giving ad tech companies that kind of personal data.  

Once collected, this mass of location data is transferred to a data broker who then sells it to government agencies. Thanks to this layered process, authorities have used this type of data without getting a warrant by simply purchasing access to the data. 

The other tool, Tangles, is an “AI-powered open-source intelligence” tool that automates “the search and analysis of data from the open, deep, and the dark web,” according to Penlink’s official site.  

Forbes reported in September that ICE spent $5 million on Penlink’s two tools.  

Penlink did not respond to a request for comment.  

License plate readers

ICE relies on automated license plate reader (ALPR) companies to follow drivers across a large swath of the U.S., noting where people go and when.

ICE also leans on its connections with local law enforcement agencies, which have contracts with ALPR providers, like surveillance company Flock Safety, to obtain immigration data by the back door. Flock is one of the largest ALPR providers, with over 40,000 license plate scanners around the United States, and only getting larger with its partnerships with other companies, such as video surveillance company Ring.

Efforts by ICE to informally request data from local law enforcement have prompted some police departments to cut off federal agencies from their access.

Border Patrol runs its own surveillance network of ALPR cameras, the Associated Press reported.

For years, ICE has used the legal research and public records data broker LexisNexis to support its investigations. 

In 2022, two non-profits obtained documents via Freedom of Information Act requests, which revealed that ICE performed more than 1.2 million searches over seven months using a tool called Accurint Virtual Crime Center. ICE used the tool to check the background information of migrants.   

A year later, The Intercept revealed that ICE was using LexisNexis to detect suspicious activity and investigate migrants before they even committed a crime, a program that a critic said enabled “mass surveillance.”

According to public records, LexisNexis currently provides ICE “with a law enforcement investigative database subscription (LEIDS) which allows access to public records and commercial data to support criminal investigations.” 

This year, ICE has paid $4.7 million to subscribe to the service. 

LexisNexis spokesperson Jennifer Richman told TechCrunch that ICE has used the company’s product “data and analytics solutions for decades, across several administrations.”

“Our commitment is to support the responsible and ethical use of data, in full compliance with laws and regulations, and for the protection of all residents of the United States,” said Richman, who added that LexisNexis “partners with more than 7,500 federal, state, local, tribal, and territorial agencies across the United States to advance public safety and security.” 

Surveillance giant Palantir

Data analytics and surveillance technology giant Palantir has signed several contracts with ICE in the last year. The biggest contract, worth $18.5 million from September 2024, is for a database system called “Investigative Case Management,” or ICM.

The contract for ICM goes back to 2022, when Palantir signed a $95.9 million deal with ICE. The Peter Thiel-founded company’s relationship with ICE dates back to the early 2010s. 

Earlier this year, 404 Media, which has reported extensively on the technology powering Trump’s deportation efforts, and particularly Palantir’s relationship with ICE, revealed details of how the ICM database works. The tech news site reported that it saw a recent version of the database, which allows ICE to filter people based on their immigration status, physical characteristics, criminal affiliation, location data, and more. 

According to 404 Media, “a source familiar with the database” said it is made up of ‘tables upon tables’ of data and that it can build reports that show, for example, people who are on a specific type of visa who came into the country at a specific port of entry, who came from a specific country, and who have a specific hair color (or any number of hundreds of data points).” 

The tool, and Palantir’s relationship with ICE, was controversial enough that sources within the company leaked to 404 Media an internal wiki where Palantir justifies working with Trump’s ICE. 

Palantir is also developing a tool called “ImmigrationOS,” according to a contract worth $30 million revealed by Business Insider

ImmigrationOS is said to be designed to streamline the “selection and apprehension operations of illegal aliens,” give “near real-time visibility” into self-deportations, and track people overstaying their visa, according to a document first reported on by Wired.

First published on September 13, 2025, and updated on September 18, 2025, to include Magnet Forensics’ new contract, again on October 8, 2025, to include cell-site simulators and location data, and again on January 26, 2026, to include license plate readers.

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San Francisco’s pro-billionaire march draws dozens

A march supporting California’s billionaires didn’t exactly attract a huge crowd on Saturday — the San Francisco Chronicle counted around three dozen attendees, along with another dozen tongue-in-cheek counter-protesters.

To be fair, organizer Derik Kauffman had predicted attendance of only “a few dozen” beforehand. But the incongruous idea of the “March for Billionaires” has provoked an outsized response on social media. And according to Mission Local, journalists nearly outnumbered demonstrators at the event itself, where marchers carried signs with messages like “We ❤️ You Jeffrey Bezos” and “It’s very difficult to write a nuanced argument on a sign.” 

The ostensible reason for the demonstration was to protest the Billionaire Tax Act, a proposed state ballot measure that would require Californians worth more than $1 billion to pay a one-time, 5% tax on their total wealth. If the measure actually passes, Governor Gavin Newsom said he will veto it.

Kauffman, who founded the AI startup RunRL and is not a billionaire himself, told reporters, “California is, I believe, the only state to give health insurance to people who come into the country illegally. I think we probably should not be providing that.” (Fourteen states offer health care to undocumented immigrants.)

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TechCrunch Mobility: Is $16B enough to build a profitable robotaxi business?

Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation. To get this in your inbox, sign up here for free — just click TechCrunch Mobility!

Waymo’s acceleration over the past 18 months is undeniable. The Alphabet-owned self-driving company now operates commercial robotaxi services in six markets, including the San Francisco Bay Area, Phoenix, Los Angeles, Austin, Atlanta, and Miami. It has plans to grow its fleet of driverless taxicabs this year to more than a dozen new cities internationally, including London and Tokyo. 

And now it has $16 billion to fuel that expansion. Is it enough? 

Talking to a few industry watchers, the answer kept landing in the squishy “sort of” and “it depends” territory. 

First the bull case. Alphabet is clearly committed to ensuring Waymo’s success; the parent company is, and continues to be, the primary investor. Which means Waymo isn’t exposed like other AV startups that suddenly lost funding after their backers (often legacy automakers) got skittish or pivoted. 

Its ridership and autonomous miles driven stats are also exploding and will likely continue in that trajectory unless it is derailed by regulators. (Waymo provides 400,000 rides every week across six major U.S. metropolitan areas, and in 2025 alone, it more than tripled its annual volume to 15 million rides.)

This doesn’t guarantee success, though, especially if the gauge is set to profitability. Waymo still must solve several problems, including cost and increasing attention from regulators (the company’s chief safety officer just testified in a Senate Commerce hearing). If Waymo wants to simply be the licensor of its AV tech, it will have to move away from being the operator, which means giving up some control. That’s hard with a nascent technology under scrutiny.

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And while some of you will fight me on this, it also lacks the in-house manufacturing that Tesla has. Yes, Waymo has automotive partners. But it doesn’t come with the same financial leverage or ability to drive down costs with scale.

Disagree? Send your argument to my email at kirsten.korosec@techcrunch.com.

A little bird

blinky cat bird green
Image Credits:Bryce Durbin

The investors behind the now-defunct EV startup Canoo were always mysterious — in fact, they were only revealed as part of a lawsuit. Six years ago, I received a tip to look into one of them in particular: David Stern. He had connections to Prince Andrew but was otherwise a ghost.

He was on my mind, though, as the Department of Justice started releasing its files on Jeffrey Epstein. My curiosity as to whether he would turn up in the documents was quickly overwhelmed by the fact that he was, in fact, a close business partner of the convicted sex offender. He brought Epstein investment opportunities from around the world, and in particular, pitched him on investing in Faraday Future, Lucid Motors, and Canoo during the go-go days of mobility funding. Read my story on Stern and Epstein’s relationship and how mobility startups were once in the mix.

— Sean O’Kane

Got a tip for us? Email Kirsten Korosec at kirsten.korosec@techcrunch.com or my Signal at kkorosec.07, or email Sean O’Kane at sean.okane@techcrunch.com.

Deals!

money the station
Image Credits:Bryce Durbin

Autonomous vehicle technology is about more than just robotaxis — it is a difficult and costly business that only a handful of well-capitalized companies like Tesla, Waymo, and Zoox are pursuing. Many startup founders are applying the AV systems they’ve developed to other use cases, including off-road defense, trucking, forklifts, mining, and construction. Investors, anxious about missing out on the AV party, are jumping into these sectors. 

Bedrock Robotics is the latest example of investor interest. The Silicon Valley autonomous vehicle technology startup, founded by veterans of Waymo and Segment, are developing a self-driving system that can be retrofitted onto construction equipment. And it just raised $270 million in Series B funding co-led by CapitalG and the Valor Atreides AI Fund. Other investors include Xora, 8VC, Eclipse, Emergence Capital, Perry Creek Capital, NVentures (Nvidia’s venture capital arm), Tishman Speyer, Massachusetts Institute of Technology, Georgian, Incharge Capital, C4 Ventures, and others.

Bedrock raised more than $350 million in a short time (the company was formed in 2024). And while that might not seem like a lot compared to the size of some seed rounds in the AI labs sector, it shows money is flowing into physical AI startups. I expect more deal flow; importantly I expect the startups focused on practical applications of automated driving systems to attract talent — if they can afford them. Bedrock, for instance, hired Vincent Gonguet, who previously led AI safety and alignment at Meta for all Llama models, as its head of evaluation. It also hired John Chu away from Waymo. 

Keep an eye out for my interview with Bedrock Robotics co-founder and CEO Boris Sofman

Other deals that got my attention this week …

German electric motor maker Additive Drives raised €25 million ($29.5 million) from Nordic Alpha Partners.

Autonomous underwater vehicles startup Apeiron Labs closed a $9.5 million Series A round led by Dyne Ventures, RA Capital Management Planetary Health, and S2G Investments. Assembly Ventures, Bay Bridge Ventures, and TFX Capital participated.

GoCab, the African mobility fintech startup, raised a $45 million financing round comprising $15 million in equity and $30 million in debt. The equity round was co-led by E3 Capital and Janngo Capital, with participation from KawiSafi Ventures and Cur8 Capital. 

Mitra EV, a commercial EV fleet company in Los Angeles, raised $27 million in financing, including equity funding from lead investor Ultra Capital and a credit facility from S2G Investments.

Overland AI, a Seattle-based developer of self-driving systems designed for military operations, raised $100 million in a round led by 8VC. Other investors included Point72 Ventures, Ascend Venture Capital, Shasta Ventures, Overmatch Ventures, Valor Equity Partners, and StepStone Group.

Plug, the used EV marketplace, raised $20 million in a Series A led by Lightspeed with participation from Galvanize and existing investors Autotech Ventures, Leap Forward Ventures, and Renn Global. 

R3 Robotics, a European startup that wants to automate the disassembly of EV systems at scale, raised €20 million ($23.6 million) in combination of grants and venture funding. The €14 million ($16.5 million) Series A funding was co-led by HG Ventures and Suma Capital. Oetker Collection, the European Innovation Council Fund (EIC Fund), and existing shareholders, including BONVENTURE, FlixFounders, and EIT Urban Mobility also participated. 

Skyryse, an El Segundo, California-based aviation automation startup, has raised more than $300 million in a Series C investment. The round, led by Autopilot Ventures, pushes its valuation to $1.15 billion. Other investors include Fidelity Management & Research Company, ArrowMark Partners, Atreides Management LP, BAM Elevate, Baron Capital Group, Durable Capital Partners, Positive Sum, Qatar Investment Authority, RCM Private Markets Fund managed by Rokos Capital Management, and Woodline Partners.

Notable reads and other tidbits

Image Credits:Bryce Durbin

China has banned concealed electronically actuated door handles popularized by Tesla. The ruling, published by China’s Ministry of Industry and Information Technology, says all new cars sold in the country must have mechanical releases on their door handles by January 1, 2027. There is chatter that Europe could soon follow. 

Uber continues to make moves designed to make it competitive in the autonomous vehicle sector. The company has promoted Balaji Krishnamurthy, its VP of strategic finance and investor relations, to be its CFO. This may not seem connected to AVs, but it is. Krishnamurthy actively promotes the company’s autonomous ride-hailing partnerships and has a board seat at AV company Waabi. During the company’s Q4 call, he talked about AVs, saying the company would invest capital in its AV software partners, work with AV makers by investing equity or via offtake agreements, and “support our AV infrastructure partners.”

Meanwhile, a high-profile lawsuit against Uber has delivered a mixed verdict for the ride-hailing company, which was sued after a woman alleged she was raped by her Uber driver in November 2023. A jury determined Uber was liable as an apparent agent of the driver and awarded $8.5 million to the plaintiff. The jury rejected claims that Uber was liable for negligence or design defects and declined to award punitive damages. An Uber spokesperson, who emailed TechCrunch a statement, said the “verdict affirms that Uber acted responsibly and has invested meaningfully in rider safety. We will continue to put safety at the heart of everything we do.” Uber plans to appeal the decision. 

One more thing …

Last week in our newsletter, we did a poll asking what the name or ticker of Elon Musk’s combined supercompany should be. Thanks to those who emailed their suggestions, many of which had space themes, like Galactic X (great one). As for the poll, the majority picked plain ol’ X. 

That makes sense, considering Musk has often talked, and posted, about X, the everything app. About 50% voted for X, while 20.7% picked ELON, 17.2% selected SpaceAI, and 12.1% chose K2, a reference to one of the corporate entities created in January. 

My pick? I think it will ultimately be X, and the company will include more than just SpaceX and xAI.

To participate in our polls, sign up for our newsletter!

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Okay, I’m slightly less mad about that ‘Magnificent Ambersons’ AI project

When a startup announced plans last fall to recreate lost footage from Orson Welles’ classic film “The Magnificent Ambersons” using generative AI, I was skeptical. More than that, I was baffled why anyone would spend time and money on something that seemed guaranteed to outrage cinephiles while offering negligible commercial value.

This week, an in-depth profile by the New Yorker’s Michael Schulman provides more details about the project. If nothing else, it helps explain why the startup Fable and its founder Edward Saatchi are pursuing it: It seems to come from a genuine love of Welles and his work.

Saatchi (whose father was a founder of advertising firm Saatchi & Saatchi) recalled a childhood of watching films in a private screening room with his “movie mad” parents. He said he first saw “Ambersons” when he was twelve.

The profile also explains why “Ambersons,” while much less famous than Welles’ first film “Citizen Kane,” remains so tantalizing — Welles himself claimed it was a “much better picture” than “Kane,” but after a disastrous preview screening, the studio cut 43 minutes from the film, added an abrupt and unconvincing happy ending, and eventually destroyed the excised footage to make space in its vaults.

“To me, this is the holy grail of lost cinema,” Saatchi said. “It just seemed intuitively that there would be some way to undo what had happened.”

Saatchi is only the latest Welles devotee to dream of recreating the lost footage. In fact, Fable is working with filmmaker Brian Rose, who already spent years trying to achieve the same thing with animated scenes based on the movie’s script and photographs, and on Welles’ notes. (Rose said that after he screened the results for friends and family, “a lot of them were scratching their heads.”)

So while Fable is using more advanced technology — filming scenes in live action, then eventually overlaying them with digital recreations of the original actors and their voices — this project is best understood as a slicker, better-funded version of Rose’s work. It’s a fan’s attempt to glimpse Welles’ vision.

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Notably, while the New Yorker article includes a few clips of Rose’s animations, as well as images of Fable’s AI actors, there’s no footage showing the results of Fable’s live action-AI hybrid.

By the company’s own admission, there are significant challenges, whether that’s fixing obvious blunders like a two-headed version of the actor Joseph Cotten, or the more subjective task of recreating the complex beauty of the film’s cinematography. (Saatchi even described a “happiness” problem, with the AI tending to make the film’s women look inappropriately happy.)

As for whether this footage will ever be released to the public, Saatchi admitted it was “a total mistake” not to speak to Welles’ estate before his announcement. Since then, he has reportedly been working to win over both the estate and Warner Bros., which owns the rights to the film. Welles’ daughter Beatrice told Schulman that while she remains “skeptical,” she now believes “they are going into this project with enormous respect toward my father and this beautiful movie.”

The actor and biographer Simon Callow — who’s currently writing the fourth book in his multi-volume Welles biography — has also agreed to advise the project, which he described as a “great idea.” (Callow is a family friend of the Saatchis.)

But not everyone has been convinced. Melissa Galt said her mother, the actress Anne Baxter, would “not have agreed with that at all.”

“It’s not the truth,” Galt said. “It’s a creation of someone else’s truth. But it’s not the original, and she was a purist.”

And while I’ve become more sympathetic to Saatchi’s aims, I still agree with Galt: At its best, this project will only result in a novelty, a dream of what the movie might have been.

In fact, Galt’s description of her mother’s position that “once the movie was done, it was done,” reminded me of a recent essay in which the writer Aaron Bady compared AI to the vampires in “Sinners.” Bady argued that when it comes to art, both vampires and AI will always come up short, because “what makes art possible” is a knowledge of mortality and limitations.

“There is no work of art without an ending, without the point at which the work ends (even if the world continues),” he wrote, adding, “Without death, without loss, and without the space between my body and yours, separating my memories from yours, we cannot make art or desire or feeling.”

In that light, Saatchi’s insistence that there must be “some way to undo what had happened” feels, if not outright vampiric, then at least a little childish in its unwillingness to accept that some losses are permanent. It may not, perhaps, be all that different from a startup founder claiming they can make grief obsolete — or a studio executive insisting that “The Magnificent Ambersons” needed a happy ending.

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