The Milwaukee County Courthouse (Photo by Isiah Holmes/Wisconsin Examiner)

The Milwaukee County Board of Supervisors unanimously passed a resolution on Thursday, calling on the Milwaukee County Sheriffs Office (MCSO) to work with the community to create a regulatory framework for the use of facial recognition technology. MCSO is currently exploring an agreement with Biometrica, a data company that provides facial recognition technology to local police departments. 

“Facial recognition technology has been proven to disproportionately affect communities of color and young women,” said Sup. Juan Miguel Martinez. “The more facial recognition technology, the more people are able to criminalize people executing their First Amendment rights. I feel this is an issue not left or right.” Miguel Martinez also expressed concerns about the use of facial recognition technology to aid immigration enforcement or to surveil protests. 

Privacy concerns have been heightened during the Trump administration’s surge in immigration enforcement and crackdowns on dissent. In Milwaukee, several people were arrested by federal agents after attending regular hearings at the county courthouse. In April, Milwaukee County Circuit Court Judge Hannah Dugan was arrested and accused of obstructing federal agents after she directed a man sought by immigration officers out a side door in her courtroom that led into a public hallway. 

MCSO leaders said they aim to use the technology to identify people after violent crime incidents. 

Nevertheless, members of the public and some elected officials raised concerns about the technology.  The resolution contains language stating  that facial recognition technology can be inaccurate and could negatively affect certain groups including people of color, LGBTQ people, activists, immigrants and people seeking reproductive health care. 

The resolution states that the county board supports pausing any future acquisition of facial recognition until regulatory policies can be developed. It also calls on the county’s Information Management Services Division, Corporation Council and MCSO to collaborate with “relevant stakeholders” including privacy and free speech advocates, in developing that policy framework. Out of this collaborative effort will eventually emerge recommendations to the county board as to whether facial recognition technology:

• Should be prohibited or strictly limited without the informed knowledge and consent of the individual being scanned, except under narrowly defined circumstances, such as during active criminal investigations, 
• Whether the types of data collected by the technology should be defined and limited, as well as strict retention periods for data, 
• Prohibit facial recognition data from being shared with third parties, unless authorized through a rigorous, transparent approval process which itself would be subject to oversight, 
• And whether departments using facial recognition should be required to submit annual reports detailing its use, including metrics of deployment, effectiveness, and analysis on the impact on communities of color, immigrants and other vulnerable groups.  

The resolution passed by the county board calls for a final recommendation to be established no later than May 2026. By December 2025 the county board expects a status update, according to the resolution. 

Like the Milwaukee Police Department (MPD), the sheriff's office is considering acquiring facial recognition applications from the company Biometrica, but civil liberties advocates are raising concerns about the technology. (Photo by Isiah Holmes/Wisconsin Examiner)

The American Civil Liberties Union (ACLU) of Wisconsin is calling on the Milwaukee County Sheriff’s Office to reconsider plans to adopt the use of facial recognition technology. Like the Milwaukee Police Department (MPD), the sheriff’s office is considering acquiring facial recognition technology from the company Biometrica. The company has offered MPD free access in exchange for 2.5 million images, jail records, and other related data of people who have passed through Milwaukee’s criminal justice system, including many who presumably haven’t been convicted of a crime. 

“Given all the public opposition we’ve seen to the Milwaukee Police Department’s push to expand their use of facial recognition, the news of the Sheriffs office’s interest in acquiring this technology is deeply concerning,” Amanda Merkwae, advocacy director for the ACLU of Wisconsin, wrote in a statement for an ACLU press release. “Law enforcement’s use of facial recognition software poses a number of serious threats to civil rights and civil liberties, making it dangerous both when it fails and when it functions.” 

Just days ago, Milwaukee County Sheriff Denita Ball revealed that her office was looking into adopting facial recognition software. Ball told county supervisors during a June 17 meeting of the Judiciary, Law Enforcement, and General Services Committee Urban Milwaukee reported, that she was assessing a data-sharing agreement for the technology. MCSO did not respond to a request for comment for this story.

Like MPD, the sheriff’s office is exploring an agreement with Biometrica, a company which has pushed back against concerns about privacy and the use of its surveillance tools. Biometrica offers a third-party facial recognition algorithm to agencies like the Milwaukee police and the sheriff’s office. The sheriff’s office states that rather than using the technology for untargeted surveillance, it aims to use facial recognition software to identify people once investigators have an image of a criminal suspect. Ball says that facial recognition would never be the sole basis for an arrest or charges, Urban Milwaukee reported.

On Thursday, the Milwaukee County Board of Supervisors will vote on a resolution requiring the creation of a regulatory process for adopting facial recognition technology. Both at the county and city government meetings, however, law enforcement agencies have been met with public skepticism about their exploration of facial recognition technologies. 

Tension bubbled up during a hearing before the Milwaukee Equal Rights Commission last week. Police department Inspector Paul Lough  said that facial recognition could provide important leads for investigations similar to those derived from confidential informants and information databases used to run names. During the hearing, MPD officials presented examples of cases in which facial recognition technology helped solve crimes. “Whether or not they would’ve…may or may not have been solved without the use of facial rec., it’s hard to say,” said Lough. “Some probably would have been, some might still be open. But the important part of it is that all of the ones that we’re going to go over are very predatory in nature where there’s exigent circumstances to solve them quickly.”

MPD Capt. James Hutchinson went over two investigations from March 2024 which utilized facial recognition technology. One involved a drive-by shooting, where a passing car opened fire on a pedestrian, who died on the scene. Hutchinson explained that MPD obtained images from surveillance cameras, which were then sent to partner agencies with the ability to run facial recognition requests. Within 16 hours, the police captain told the commission, a potential suspect had been identified. 

“We don’t know who they are when we get those pictures back, but we have ways of vetting that information, confirming the identification provided to us,” said Hutchinson. “And that’s what we did in this case.” Unique tattoos helped narrow the search to a man who was wearing a GPS bracelet. When officers went to conduct an arrest, they found two alleged shooters, their guns and the car they are believed to have used. Hutchinson said that a trial is pending for both suspects arrested in that case. 

Facial recognition was also used in a sexual assault case, which occurred two days before the shooting. A victim had been followed home in the rain by a man offering her his umbrella, and asking for money. He mentioned that he’d already tried asking for money at a nearby gas station. As they walked, he held a gun to her head and forced her into a garage where he assaulted her. Officers were able to locate the garage with the victim’s help using Google Maps, and later the gas station the man had mentioned before. Surveillance camera photos potentially capturing the man were sent to other agencies for facial recognition assistance, which came back with images of a man who was on probation for sexual assault. He was identified both by the probation agent and the victim, and was sentenced to 20 years of incarceration. 

MPD listed 13 additional cases where it used facial recognition, including a string of taco truck robberies on Milwaukee’s South Side involving a group of masked assailants. Although they appeared careful to cover their faces, one suspect let his mask down briefly, which was seen by a camera, and sent to a partner agency for identification. In that case, three to four potential suspects were identified by the technology, each with a certain percentage of certainty such as 97%, 95% and so on. After further investigation, detectives identified those responsible for the taco truck robberies as people flagged by the  facial recognition search with the lowest percentage of certainty.

During public testimony, several people expressed concerns about the accuracy of facial recognition technology. Facial recognition software has been shown to have trouble identifying non-white faces, and is prone to errors particularly when identifying people of color. Some feared that defendants might have trouble learning how facial recognition was used in their cases, and felt that police oversight was lacking. Others pointed to the 2.5 million images MPD would give to Biometrica in exchange for the software licenses, and argued that such a move would only further harm community trust in the police. Because the images include mugshots, it’s possible that people whose images were included in that transaction will not be convicted of a crime after being  arrested or detained at the jail for a period of time. Other questions included  what access federal agencies, such as Immigration and Customs Enforcement (ICE), would have to MPD’s facial recognition system. 

“As we recently found, MPD has been using facial recognition technology on the faces of Milwaukeeans for years, without being transparent with the public or the FPC,” Krissie Fung, a member of the Milwaukee Turners and Milwaukee’s Fire and Police Commission (FPC), said during public testimony. “Because there’s no standard operating procedure to provide guidelines around their process, relying on MPD to follow their own gentlemen’s agreements and internal process is just not how oversight works.” 

Fung also said MPD Chief Jeffrey Norman acknowledged when he was reappointed that there is no way to guarantee the safety of the data and faces of Milwaukeeans, and that the data would be going to a third-party company the city does not oversee and which uses algorithms the city will not be able to  access. “MPD’s proposal is to trade 2.5 million mugshots in exchange for this license which, by the way, includes my mugshot,” said Fung. “I believe that there are serious legal concerns that have not yet played out in the courts, and that would open us up to significant lawsuits.”

“I cannot help but wonder if the reason Biometrica is so thirsty to trade 2.5 million ‘jail records or mugshots’ in exchange for free access to this technology, is that they assume that those jail records are Black faces, and they clearly need more Black faces to train their inaccurate algorithm,” Fung added. “But we don’t need to let them get those Black faces from Milwaukee.”

“I don’t know a single person in this city that trusts the police,” said Ron Jansen, who has testified about law enforcement at previous city and county meetings. “So the last thing Milwaukee needs to do is hand this department a tool that creates even greater opportunity to harm the people of this city.” 

“This is not free,” Jansen added.  “… the cost is 2.5 million mugshots of residents, non-residents, whatever. Anybody who’s been through the system here in Milwaukee…2.5 million human beings…Human beings, maybe half of which or more, were never convicted of a crime. This includes people who were wrongfully arrested, or accused, or just anyone who was ever booked into their custody. And while I was writing this, I thought, ‘that also includes people who’ve already been victimized by this department.’ People who have been beaten by the police. People who have been wrongfully accused by the police. This is your biological data, my biological data, everyone’s biological data, and it is being sold to a private company without your consent, all so that they can expand their surveillance network.” 

Jansen asserted that the millions of images could include protesters, teachers, even state Rep. Ryan Clancy (D-Milwaukee), who was wrongfully arrested by MPD during a curfew. “His arrest record is likely in there,” said Jansen. He also raised the 2025 case of officer Juwon Madlock, who used his access to police databases to pass intelligence about confidential informants and the home addresses of  targets to gangs searching out rivals. “If this is already happening, imagine what will happen when their abilities get expanded,” said Jansen.