Clearview AI says its facial image database has grown to more than 30 billion photos, with a goal of 100 billion. CEO Hoan Ton-That described that ambition as a way to track “almost everyone.” The company’s expansion puts the scale of its collection at the center of ongoing debate about facial recognition and surveillance.
A database built from online images
Clearview AI is a US surveillance company founded in 2017. Its facial recognition software is used by law enforcement and government agencies around the world. The company has faced criticism for collecting people’s facial images from the internet without their consent and making them available for surveillance.
Ton-That told the BBC that Clearview had more than 30 billion photos in its database. The images were downloaded from social networks such as Facebook. A year and a half earlier, the collection held ten billion images, according to the source article.
That reported growth helps explain why the company’s target matters beyond a single technology product. As the collection grows, the potential reach of searches against it grows too. The source does not establish how many people are represented or how often the system is used by agencies.
How facial recognition fits into investigations
Ton-That said Clearview had processed about one million search queries in the US alone. The extent to which police or other agencies routinely use the software remains unknown, and some cities have banned its use.
The Miami Police Department told the BBC that it would use the facial scanner for any type of crime. It said an AI-based identification would serve as a lead, not as the basis for an arrest. That distinction leaves authorities responsible for deciding what to do with a possible match.
Ton-That said authorities would be responsible if false arrests occurred. The statement places the final decision with officials, while the software’s output can still influence an investigation. The source offers no account of how often matches are wrong or how agencies check them.
Restrictions and privacy challenges
Clearview has also faced action from privacy authorities outside the US. The UK was among the countries that recently fined the company millions of dollars over alleged privacy violations and ordered it to delete images of British citizens.
A list leaked in the fall of 2021 showed some European agencies using the software despite being banned from doing so. The account points to a gap between formal restrictions and reported use, though it does not establish the full extent of that use.
Most US companies are prohibited from using Clearview’s service following a policy change. Law enforcement is an exception. That leaves access governed by different rules depending on who is using the system, while the broader scale of government use remains uncertain.
The unanswered question of scale
Clearview’s stated target of 100 billion images would expand an already large database assembled from online photos. The central questions are how such a collection can be used, who is allowed to search it, and what safeguards apply when a system identifies a person.
The source describes both the company’s growth and the disputes around its practices, but leaves key details unresolved. It does not quantify the number of searches across all users, show how commonly police rely on the tool, or explain how agencies validate a match. Those unknowns make oversight and accountability central to any discussion of facial recognition surveillance.