AUSTIN, TX — A Texas sheriff’s office that searched Flock’s nationwide camera network for a woman who had self-administered an abortion also used artificial intelligence to help write the police report about the case. Documents shared with 404 Media show that a Johnson County deputy relied on Axon’s Draft One tool, which generates report language from body camera audio, to produce part of the narrative.
The report says the AI was used to summarize a discussion of the legal implications of the situation. The case has become a flashpoint in debates over how automated surveillance tools and AI report-writing software can be used in sensitive investigations, especially ones involving reproductive care.
Deputy’s report says Draft One helped capture legal discussion
The incident report identifies sergeant Damien Bethel as one of the officers who used Draft One. A line in the report states plainly that the document was generated with the Axon tool, according to the records obtained by journalist Cameron Probert of the Tri-City Herald and shared with 404 Media.
Bethel’s narrative says deputies discussed the legal consequences of the woman taking the abortion pill and concluded that no criminal charges were available under current Texas law. It also says officers considered whether a civil lawsuit against the pharmaceutical company that supplied the pill might be possible. The report gives only limited detail about how that discussion unfolded.
Bethel’s report also says there was body camera, in-car camera and scene photo evidence stored in Axon’s evidence system and, in some instances, in WatchGuard’s system. Johnson County officials have not released that material in response to public records requests from the Electronic Frontier Foundation and 404 Media.
Flock searches tied the case to more than 80,000 cameras
404 Media first reported in May 2025 that Johnson County sheriff’s officials searched Flock’s network of automated license plate reader cameras in an effort to locate the woman. The search extended across more than 80,000 cameras nationwide, underscoring how broadly the system can reach.
The case has drawn scrutiny because the woman was seeking reproductive care, not being investigated for a traditional public safety threat. Critics say the episode shows how surveillance systems built for locating vehicles can also be used in ways that may chill abortion access and other private health decisions.
The sheriff’s office has not provided additional details about the investigation or why the Flock search was initiated beyond what appears in the reports now circulating publicly.
Flock’s chief has disputed prior reporting about the woman’s safety
Flock chief executive Garrett Langley has publicly argued that 404 Media misunderstood the case and that officers were trying to find the woman because her family feared for her safety. But earlier police records reviewed by 404 Media and shared by the Electronic Frontier Foundation say the investigation was carried out at the request of the woman’s abusive partner.
Those records say officers discussed whether the state could charge her for taking the abortion pill and found that Texas law did not allow such a criminal charge. The earlier report did not mention family concern, and that detail also does not appear in the AI-generated report obtained later.
A leaked audio recording attributed to Langley and obtained by 404 Media shows him repeating the family-safety explanation to law enforcement customers as recently as this month. That account conflicts with the police narratives described in the records.
Officer also searched credit and camera databases to locate the woman
Another part of the incident report describes a different deputy’s efforts to determine where the woman and her children might be. The officer wrote that he did not go to her home and instead used a credit card header database called TLO to find address and vehicle information.
He also entered the vehicle into Flock to look for locations that might help officers narrow down where to search. In his narrative, he said he believed the woman may have been harmed by the person who made the report, and that he wanted to use available resources to make sure she and her children were safe.
The deputy wrote that Flock showed the woman had previously been in Dallas, but he found nothing more recent. He said officers had tried unsuccessfully to make contact and were given multiple possible locations for the woman and her children.
Police still have not released the body camera evidence
Johnson County officials have repeatedly refused to release the underlying body camera footage from the incident, including in response to public records requests. The report itself says the evidence exists in digital form, but the sheriff’s office has not provided redacted copies either.
Keven George, speaking for the sheriff’s office, said Draft One works by uploading and transcribing body camera audio after an incident ends, then producing a draft narrative within minutes. He said officers are still responsible for editing the draft, filling in missing details and signing off before the report is submitted.
George also said the software uses placeholder prompts to avoid guessing at details it cannot verify. Flock spokeswoman Paris Lewbel said the company stands by Langley’s earlier position that authorities said the woman could not be charged with a crime.
AI policing tools face new scrutiny after the Johnson County case
The Johnson County episode has become part of a wider debate over how quickly police agencies have adopted AI-powered tools. In this case, one system helped officers search a vast network of cameras while another helped turn body camera audio into a formal report.
The combination has alarmed privacy advocates because the case involved a woman seeking an abortion, an area where personal medical decisions can become entangled with surveillance and law enforcement attention. The records also show that officers had access to multiple forms of evidence but still relied on AI to shape part of the written account.
Forbes recently reported that Axon’s AI tools can introduce mistakes that officers then have to fix. In Johnson County, the dispute is less about whether the software worked and more about what it means when AI becomes part of a police investigation already surrounded by controversy.
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