Flock Safety launched the AI tool OS Investigate to track drivers based on driving patterns
According to Wired, Flock Safety is testing an AI tool called OS Investigate that can identify drivers and track vehicles based on movement patterns without a license plate or name. It draws on 6000+ cameras, police records, the 911 line and commercial databases; it includes 69 preset queries.
Flock Safety, which operates a network of automatic license plate recognition (ALPR) cameras in more than 6000 US communities, has developed an AI tool for police called OS Investigate (previously known internally as Nightshift) that, according to an investigation by Wired, can identify drivers and track vehicles based on movement patterns – without knowing the license plate, name or vehicle description. The tool can, for example, identify potential witnesses based on how often their car passes through a particular neighborhood, or uncover “associates” based on cameras that recorded cars passing together. Because the system also links police files, 911 call records and commercial identity databases, it can turn license plates into names, addresses and relatives, or search for people by physical description within an area marked on a map.
The tool includes 69 preset queries (prompts) that police officers can select, modify and submit, or they can write their own. Wired found these files – more than 450 configuration templates – publicly available on the website of Flock. According to the findings, the AI has access to 45 tools covering license plate scans, camera metadata, arrest records, ballistics results and commercial databases containing Social Security numbers, dates of birth, phone numbers and email addresses. Nineteen of the 69 prompts focus on finding behavioral patterns rather than a specific record, and fourteen of them require neither a license plate, a name nor a description – a location, time window and type of behavior are enough, such as vehicles that visited three or more stores in three days or multiple gas stations between midnight and five in the morning. The “workup” function also uses a name and date of birth to compile an overview of a person's vehicles, relatives, phone numbers and online accounts in a single command.
According to Wired, Flock did not respond to questions about the ranking of features and did not dispute the capabilities described in the article. Spokesperson Paris Lewbel said in a statement that OS Investigate is a standalone product distinct from license plate recognition technology, designed to connect information that police agencies already have access to, and that the final version of the tool may change significantly before a broader market launch. The company has long publicly claimed that its technology “cannot recognize, identify or track individuals” and that it is not used to track people. According to privacy and legal experts contacted by Wired, these assurances are difficult to reconcile with what they found in the code of the tool, and the deployment comes at a time of growing political pressure, documented cases of misuse by police officers and a wave of camera vandalism across US cities.
You can find details in the source article.
Why it matters
According to the description by Wired, the tool reverses the existing logic of license plate recognition systems: a police officer no longer needs a specific vehicle or suspect, only a location, time and type of behavior, and the system itself returns a list of people who match the pattern – without a court order. This directly affects the privacy of people traveling through covered areas and also sets a precedent for how far commercial surveillance platforms can go in linking camera, police and commercial identity data.
Two audiences, two different impacts
What this means
For individuals
People traveling through areas covered by cameras operated by Flock may, according to findings by Wired, be identified and tracked based on recurring driving patterns – even without being suspected of anything or the police knowing their name or license plate.
More practical updates →For a business
For companies in the security and public sectors that deploy or assess similar surveillance tools, the case highlights reputational and legal risk: according to Flock Safety, this is a test deployment with a small group of police partners, but journalists at Wired describe a tool with access to license plates, police records, Social Security numbers and more…
Risks and compliance More business impacts →Check the original
Event sources
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