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Wisconsin communities grapple with police misuse of Flock surveillance

A police officer uses the Flock Safety license plate reader system.

New cases of police using Flock for inappropriate, personal surveillance purposes have contributed to mounting public concern about the technology. | Photo courtesy Flock Safety

Four Milwaukee aldermen are expressing concern about “the lack of adequate guardrails, auditing, supervision, and transparency” surrounding the use of Flock Safety license plate reader cameras. In a three-page letter sent Wednesday to the city’s Fire and Police Commission (FPC), Common Council President José Pérez and Alders Marina Dimitrijevic, Alex Brower and Sharlen Moore said that recent cases like one involving a Milwaukee police officer who used Flock to stalk a romantic partner “are alarming and underscore the systemic oversight gap rather than an isolated failure.” 

The letter is the latest ripple in a wave of community pushback against the use of Flock Safety cameras, which are equipped with license plate reading technology and can be accessed by law enforcement agencies across the country using search terms and filters. Critics also express concern that the cameras can be used for backdoor surveillance by the federal government, particularly as the Trump administration pursues an aggressive immigration crackdown. 

Audit data reviewed by Wisconsin Examiner shows that officers often use vague terms like “investigation,” “suspicious,” “cooch,” or just “.” to search the network. Some Wisconsin communities have canceled their contracts with the multi-billion dollar Flock Safety company due to concerns about its technology.

 

When powerful surveillance systems exist without strong, enforceable audit protocols and independent oversight, the risk of abuse is not theoretical — it is foreseeable.

– - Letter from Milwaukee Common Council President José Pérez and Alders Marina Dimitrijevic, Alex Brower, and Sharlen Moore to the Fire and Police Commission.

 

Just a day before the Milwaukee council members sent their letter to the FPC, TMJ4 reported that the Milwaukee Police Department cut off access to its license plate reader database. The police department said officers have been blocked from using the system while the department re-evaluates who needs access to the technology. Currently, TMJ4 reported, only officers in “sensitive portions” of MPD’s Criminal Investigations Bureau can access Flock for emergency cases. The department, headed by Chief Jeffrey Norman, has also banned facial recognition technology after months of community pushback.

The Wisconsin Examiner’s Criminal Justice Reporting Project shines a light on incarceration, law enforcement and criminal justice issues with support from the Public Welfare Foundation.

In their letter, the four Milwaukee alders warned that a system like Flock — capable of “tracking movement patterns, identifying vehicles, and storing sensitive location data” — can be “weaponized against residents, including survivors of domestic violence, journalists, advocates, and everyday community members.” 

The alders were especially alarmed about a recent case involving Josue Ayala, a Milwaukee police officer facing one misdemeanor count of misconduct in public office for allegedly using Flock to track two people, one of whom was Ayala’s a romantic partner, 179 times. When he used Flock, Ayala entered the search term “investigation,” the most common search used by Wisconsin law enforcement agencies during the first half of 2025, according to the Examiner’s analysis of audit data.

In their letter, Milwaukee council members ask the FPC what specific training officers must receive to access Flock; how use is supervised real time, who’s responsible for reviewing searches, how frequently audits are conducted, and what “independent body oversees compliance and investigates misuse?” The alders are demanding that the city support reforms including: 

  • Independent auditing of Flock cameras and other license plate reading technology;
  • Limiting the purpose for using these technologies to “documented casework,” 
  • Establishing a system of real-time flagging and increasing approval to use the system by supervisors,
  • What the letter calls “a clear firewall for immigration enforcement,” preventing the police department’s Flock network from being used by federal agencies in ways that go against the department’s own policies restricting cooperation with immigration enforcement, 
  • Transparent reporting including query volume trends, high-level categories of uses, who the data is shared with, and discipline/misuse outcomes, 
  • Oversight hearings built into normal governance routines, such as the council’s Public Safety and Health Committee, which the letter notes “is a natural forum for recurring surveillance oversight hearings and for receiving transparency reports,” 
  • Treating surveillance technology contracts as public interest infrastructure agreements “requiring clarity on retention and disclosure, clear rules on secondary use, and enforceable audit access for the city and designated independent reviewers,”
  • And reforms to local legislation such as adopting a Community Control Over Police Surveillance (CCOPS) policy, which local activists and community members have been calling for in recent years. 

Just a day after the alders issued their letter, the American Civil Liberties Union (ACLU) of Wisconsin also sent its own communication to the Public Safety and Health Committee regarding Flock and other police surveillance technology. 

“It is critical that our community has a say in if and how invasive surveillance technologies are used, how they are deployed against residents, if and how their data is stored and shared with third parties, and whether spending our limited tax dollars on surveillance technologies is the best way to promote public safety,” the ACLU letter stated.

Abuse of surveillance tech cases across Wisconsin

The ACLU’s letter also noted “a disturbing trend in Wisconsin and across the country regarding law enforcement abuse of Flock [Automatic License Plate Reader] technology to stalk and harass people, in most cases women.” 

If convicted, Ayala could face up to nine months in prison and up to $10,000 in fines. However, a criminal complaint issued for Ayala mentions that negotiations have been underway for a settlement that would include his resignation. 

A Milwaukee police squad in front of the Municipal Court downtown. (Photo | Isiah Holmes)
A Milwaukee police squad car in front of the Municipal Court downtown. (Photo | Isiah Holmes)

Departments are also inconsistent in how they respond to the use of vague or overly common search terms. After the Examiner approached the Waukesha Police Department about why hundreds of Flock searches had been labeled with only “.” in the field indicating the reason for the search, a spokesperson said that a single officer was responsible for the searches and had been counseled and retrained. By contrast the West Allis Police Department — the state’s most frequent user of the “.” Flock search term during the first half of 2025 — only asserted that its officers are properly trained, and that it investigates misuse cases “when warranted.” 

In addition to Ayala, another officer accused of misusing surveillance technology is Jay Johnson, the chief of the Greenfield Police Department. Johnson is facing felony misconduct in public office charges for installing a department-owned pole camera on his property during a messy divorce. Johnson is also accused of destroying data by deleting text messages after a meeting where he learned about the accusations and was offered a chance to retire. 

In Menasha, Wisconsin, Cristian Morales is facing felony misconduct in public office charges for allegedly using Flock to track someone while he was off duty. If convicted, the Menasha Police Department officer could be imprisoned for up to three and a half years and be fined up to $10,000. As with Ayala, Morales’ alleged misuse of Flock was discovered only after a complaint was made to another police department, and not through oversight by Menasha, Auto Wire reported

A new case of Flock abuse in Kenosha

In Kenosha County, a sheriff’s deputy was reportedly offered a severance package to resign, and has yet to face charges for inappropriate use of surveillance technology. 

Internal investigation documents obtained by the Examiner through an open records request show that, in late September, Frank McGrath, at that time a Kenosha County Sheriff Department deputy, logged into an app on his phone to access his agency’s Flock network. McGrath wanted to search for a specific vehicle, entering “suspicious” as the reason for using the AI-powered cameras. But McGrath was off duty, and his searches — lacking any case numbers — weren’t intended to find a murder suspect, stolen car, or kidnapped child. Instead, McGrath was apparently stalking another Kenosha County deputy whom he was dating. 

Kenosha County courthouse. (Photo by Isiah Holmes/Wisconsin Examiner)
Kenosha County courthouse. (Photo by Isiah Holmes/Wisconsin Examiner)

McGrath’s 16 Flock searches were first noticed by Kenosha County Sheriff Capt. Erik Klinkhammer, during an audit in October 2025. After checking the license plate which McGrath repeatedly searched in the TIME system — a consolidated information database used by law enforcement — Klinkhammer confirmed that the targeted vehicle belonged to a Kenosha County Sheriff’s deputy, whose name is redacted in the documents obtained by the Examiner through records requests. 

“There was no indication that [REDACTED] or her vehicle were connected to any investigation, and informal internal speculation suggested a possible romantic relationship between McGrath and [REDACTED],” the internal investigation report states. “These factors raised concerns regarding McGrath’s motive for conducting off-duty searches of her vehicle.” 

None of McGrath’s other Flock searches were like those that raised Klinkhammer’s suspicions. McGrath was placed on administrative leave and ordered to report to the sheriff’s office for questioning. The vice president of the Kenosha Sheriff Offices union was also notified of the situation.

McGrath initially denied having misused Flock stating that, “he performed the searches through the FLOCK app on his phone and dismissed the relevance of questions about a relationship with [REDACTED],” the investigation report states. McGrath surrendered his badge and firearm before leaving the room. “Within moments,” the reports continued, McGrath returned with the union vice president saying he didn’t want to leave the situation unresolved, and admitting that he was having romantic relationship problems with the deputy whose license he searched in Flock. Klinkhammer then called the deputy in question, who confirmed that she already knew about McGrath monitoring her vehicle through Flock. “[REDACTED] said she was not afraid of McGrath and is not in fear of her safety,” the investigation report states. 

A Flock camera on the Lac Courte Orielles Reservation in SawYer County. (Photo by Frank Zufall/Wisconsin Examiner)

In a separate interview, the deputy McGrath was monitoring also appeared with a union representative. She said that McGrath had told her about the Flock searches a week or two before Klinkhammer contacted her. “[REDACTED] stated she did believe his actions were in violation of policy and found it ‘weird,’ but she did not report the information to a supervisor,” the investigation report states. She elaborated on a close friendship she had with another male coworker who, after learning about her relationship with McGrath, had been giving her the “cold shoulder.” 

“She was extremely upset by this change, and while speaking with McGrath on the day of the FLOCK searches, she became emotional and cried,” the investigation report states. “She explained that she and this coworker communicated daily, both on and off duty, and the sudden distance was upsetting. She stated that McGrath told her her reaction was not normal and questioned whether she had romantic feelings for the coworker. [REDACTED] told him she did not, explaining she was simply hurt by the loss of the friendship.”

Later, McGrath questioned her about who had access to her vehicle. “Because she lives with her parents, she explained that either her mother or father can take her car at any time,” the investigation report states. “She noted it was unusual that McGrath repeatedly asked this question.” The two eventually had “a significant argument related to her having male friends,” which led to her distancing herself from her male friends, after which things with McGrath improved, according to the report. 

Surveillance motivated by jealousy

“[REDACTED] denied any physical altercations, domestic violence, or concerning behavior of that nature during the relationship,” the investigation report states. “She stated McGrath did not like her having male friends, wanted to go through her phone at times, and had expressed jealousy issues, but she denied any physical incidents. She also denied believing she was being stalked, stating that she and McGrath shared their iPhone locations with each other.”

The two talked about the situation again after McGrath was placed on leave, devolving into another argument. “[REDACTED] stated McGrath never asked her to lie for him and instructed her to tell the truth,” the investigation report states. “She confirmed they are still currently in a relationship, though McGrath has made only limited comments about discussing the situation with his union representative.” The investigation report notes that, “when asked why she did not initially report McGrath’s FLOCK use after he told her, [REDACTED] said she did not know what to do and felt the situation was strange.”

Dane County’s DAIS held an Oct. 1 rally for Domestic Violence Awareness Month. (Henry Redman | Wisconsin Examiner)

When he spoke with investigators, McGrath said he’d undergone Flock training and understood police databases can only be used for “legitimate investigative purposes,” and agreed that his own use was “unauthorized.” However, McGrath told investigators that his understanding of Flock and license plate reader policies “was vague” and he said that “although he signs off on policy updates, he often does not read them.”

McGrath said that his own insecurity and the way the female deputy reacted to her friend cutting her off contributed to his misuse of Flock. “He explained that he first ran a partial plate using the digits he knew, then used an Antioch, Illinois, camera hit from a prior visit to his residence to identify her full plate number,” the investigation reads. “He then continued searching her movements through the system. His stated goal was to determine whether [REDACTED] was at home or possibly visiting the male coworker he was suspicious of.” 

McGrath said he “knew [he] probably shouldn’t have” used Flock for personal reasons “but believed FLOCK was not as tightly regulated as TIME.” He also said that he didn’t use other police databases such as LEADS or New Work for personal reasons “and could not explain why he treated FLOCK differently.” McGrath also admitted to initially lying to Capt. Klinkhammer “claiming he was embarrassed and ashamed,” the investigation report notes. 

Besides Flock, McGrath also used a squad car tracking system called Polaris to monitor his partner. “He admitted these searches were motivated by jealousy, stating he checked to see where she was, who she might be sitting near, or which deputies she was working alongside,” the report states. “He agreed this behavior was inappropriate and understood how it could be viewed as stalking-type conduct.” McGrath entered the reason for the searches as “suspicious” as “likely an attempt to legitimize the searches, and stated that although he knew in the back of his mind that what he was doing was wrong, he was not in the right frame of mind at the time.”

‘Knowingly and repeatedly’ misusing Flock

The internal investigation found that McGrath “knowingly and repeatedly” misused Flock and Polaris, and was not truthful when confronted by a supervisor about his actions. “His actions constitute an abuse of his authority and a serious breach of trust regarding confidential law enforcement information,” the investigation report states. “His pattern of personal surveillance using restricted law enforcement systems, coupled with his initial dishonesty, represents serious misconduct. The misuse was repeated, knowing, and extended over multiple months. It occurred off duty, and it was directed at a fellow member of this agency in the context of a romantic relationship.” 

Kenosha County Sheriff Lt. Chase Forster concluded in the investigation that “this level of misconduct significantly undermines the integrity and credibility expected of a Kenosha County Sheriff’s Deputy, and formal discipline is warranted.” Yet that discipline never came. 

Protesters march in Milwaukee calling for more community control of the police. (Photo by Isiah Holmes/Wisconsin Examiner)
Protesters march in Milwaukee calling for more community control of the police. (Photo by Isiah Holmes/Wisconsin Examiner)

According to a John Doe petition filed by Kevin Mathewson, a controversial local figure who runs the Kenosha County Eye, McGrath resigned and avoided having his case referred to the district attorney’s office. Mathewson also wrote on Kenosha County Eye that McGrath received a severance agreement when he resigned. Mathewson points out in his John Doe petition that other Wisconsin officers — including in Milwaukee, Menasha and Greenfield — have faced misconduct in public office charges for abusing Flock. By filing a John Doe petition, Mathewson is asking a judge to consider whether probable cause exists to charge McGrath. If a judge decides that probable cause exists, he or she may appoint special prosecutors to explore options to convict.

The Examiner reached out to the Kenosha County Sheriff’s Office for comment. Acting as a spokesperson, Forster declined to comment, saying that the criminal investigation is being carried out by the neighboring Racine County Sheriff’s Office. While a spokesperson from Racine County confirmed that the department is  “working on it,” referring to the investigation against McGrath, they declined to comment further, stating that Kenosha is in charge of releasing information and statements. The Racine County Sheriff spokesperson assured the Examiner that they weren’t “trying to play ‘hide the ball.’”

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Assembly to vote on antisemitism bill that sparked conflicting free speech views

By: Erik Gunn
Milwaukee residents gather to stand in solidarity with Palestinian residents, as the Israeli government conducts an assault on Gaza. (Photo | Isiah Holmes)

Protesters rally in downtown Milwaukee in May 2021 to show support for Palestinians living in Gaza. A bill to define antisemitism will go before the Wisconsin Assembly for a vote Tuesday. Supporters say it's necessary to differentiate between criticism of Israeli policy and anti-Jewish hate, but critics say it would conflate political speech with antisemitism. (Photo by Isiah Holmes/Wisconsin Examiner)

The Wisconsin Assembly will vote Tuesday on a bill that would define antisemitism and that has prompted deep divisions — including among Jewish leaders, who are found among both the supporters and opponents of the measure.

Proponents of the legislation contend it is needed to take a stand against a surge in antisemitic actions, on college campuses as well as in other contexts.

Critics, however, argue that the bill would criminalize political speech critical of Israeli actions, most recently in the ongoing conflict in Gaza — which has also divided the Jewish community.

The bill would codify in Wisconsin law a definition of antisemitism that was adopted by the International Holocaust Remembrance Alliance in 2016.

The definition states: “Antisemitism is a certain perception of Jews, which may be expressed as hatred toward Jews. Rhetorical and physical manifestations of antisemitism are directed toward Jewish or non-Jewish individuals and/or their property, toward Jewish community institutions and religious facilities.”

The IHRA has also published a list of bullet points as “contemporary examples of antisemitism in public life, the media, schools, the workplace, and in the religious sphere…”

The legislation, AB 446, requires local and state governmental agencies to consider the IHRA definition “including its examples” when investigating allegations of racial, religious or ethnic discrimination. Its Senate companion is SB 445.

The definition would also be used to determine “enhanced criminal penalties for criminal offenses” if a defendant is found to target a victim “because of the victim’s or group of victims’ actual or perceived race, religion, color, or national origin.”

The bill “doesn’t create any new criminal penalty or compel any legal proceeding to be initiated,” testified its Assembly author, Rep. Ron Tusler (R-Harrison), at public hearings on the measure. “Rather, it provides a standard to be used in evaluating whether an alleged criminal act as provided for under current law was motivated by antisemitism.”

Both the IHRA’s examples and the bill’s criminal penalty language have become key points of criticism for the legislation’s opponents, however. Rabbis have testified both in favor of the legislation and against it.

“Nothing about this bill would prevent me, or anyone else, from rebuking Israel for its actions when conscience demands it,” said Rabbi Noah Chertkoff, who serves a congregation in the Milwaukee suburb of Fox Point, testifying in support of the bill at its Jan. 28 state Senate hearing.

At the same hearing, Rabbi Dena Feingold, the retired leader of a Kenosha congregation, called the IHRA definition “highly controversial and problematic in a number of respects” in her opposition testimony.

“It is far from universally accepted within the Jewish community, and many scholars and leaders have outright rejected it,” Feingold said.

The number of examples offered by the IHRA treating “anti-Israel rhetoric as antisemitism gives the impression that anti-Israel critics and protesters are by far the most likely sources of antisemitism in America,” Feingold added. “On the contrary, I believe that racists and white nationalists are the largest sources of antisemitism in this country.”

The legislation’s sponsor list is heavily Republican. A handful of Democrats in both chambers have signed on, but some have subsequently withdrawn their support.

At both the Assembly public hearing in October and the state Senate hearing in January, witnesses supporting the bill described increased antisemitic violence and actions, particularly since the massacre of more than 1,200 people in an attack on a music festival in Israel by the Palestinian political and military group Hamas on Oct. 7, 2023.

Ari Friedman, executive director of the Jewish Security Network, said at the January hearing that an audit by the Milwaukee Jewish Federation’s Jewish Community Relations Council found a 192% increase in antisemitic incidents in Wisconsin and similarly a national escalation in anti-Jewish hate crimes, according to the FBI.

The legislation “is not about suppressing free speech or political disagreement. Those rights are fundamental,” Friedman said. “But when expression crosses into harassment, intimidation and threats of violence directed at people because they are Jewish, it ceases to be abstract debate and becomes a public safety issue.”

The IHRA’s definition of antisemitism “explicitly does not criminalize speech,” testified the Jewish Community Relations Council’s chair, Jill Plavnick. “It provides clarity; helping schools, workplaces and courts recognize when hate crosses the line into discrimination.”

But Hannah Rosenthal, a former CEO of the Milwaukee Jewish Federation who served as a special envoy on global antisemitism during the Obama administration and also led the national Jewish Council for Public Affairs, testified in opposition to the bill in January, describing it as part of a Trump administration push to target critics of the administration’s Middle East policy.

She said the White House appears intent on using the IHRA definition of antisemitism “to identify individuals or organizations that disagree with the administration’s goal to fight any pro-Palestinian efforts as part of a Hamas network, and therefore antisemitic or even a terrorist.”

The IHRA definition “does include some very important examples of antisemitism,” Rosenthal testified. “But it is silent on conspiracy theories, the great replacement theory, white nationalism, Christian nationalism, deicide, blaming Jews for funding opposition efforts, and the like.”

(The “great replacement theory” is a conspiracy theory that “Jews and some Western elites are conspiring to replace white Americans and Europeans with people of non-European descent,” explained Rodney Coates, a Miami University professor, in a 2024 article for The Conversation.)

Advocates have pointed to language stating that the bill may not be construed to infringe on constitutional rights under the First Amendment or to conflict with federal or state antidiscrimination laws.

“It affirms that nothing in this bill may be used to infringe on free expression,” Chertkoff testified.

But Amanda Merkwae, advocacy director of the American Civil Liberties Union of Wisconsin, said that the bill incorporates the IHRA definition and its examples into Wisconsin’s antidiscrimination law — making what she called the “First Amendment savings clause” meaningless.

“Although the ACLU of Wisconsin appreciates the sentiment expressed by this provision, it cannot override the bill’s plain terms,” Merkwae said.

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ACLU asks court to enforce program for incarcerated mothers 

Taycheedah Correctional Institution , a women's prison in Wisconsin.| Photo courtesy Wisconsin Department of Corrections

In the Wisconsin prison system, incarcerated mothers still lack a program that would allow physical custody of their children, a year after a court ruling affirmed that a state law requires the Department of Corrections to take steps to bring together incarcerated moms and babies. The ACLU is suing to try to force the issue.

The Wisconsin Examiner’s Criminal Justice Reporting Project shines a light on incarceration, law enforcement and criminal justice issues with support from the Public Welfare Foundation.

Wisconsin statute 301.049 calls for a “mother-young child care program” allowing women to retain the physical custody of their children during participation in the program. It says a woman entering the program must either be pregnant or have a child less than a year old. 

Alyssa Puphal and Natasha Curtin-Weber are plaintiffs in the case against the Wisconsin Department of Corrections (DOC), and are represented by the American Civil Liberties Union of Wisconsin and Quarles & Brady LLP. 

While a judge sided with the plaintiffs last year, they are attempting to re-open the case, saying the DOC has not implemented the program required by law. 

“At this moment, each and every woman in DOC’s physical custody with a baby under one year old sleeps apart from her child every single night,” the Feb. 4 filing stated. 

Nine states have prison nursery programs, and a few others are considering or developing a program, Stateline reported in January. 

According to Wisconsin Public Radio, DOC communications director Beth Hardtke wrote in an email that because the Legislature turned down a budget request from Gov. Tony Evers to expand earned release to allow mothers to spend more time with their children outside of prison, the department is now being required to expand the mother-child program to include incarcerated mothers despite a lack of additional funding and of statutory changes that would allow more incarcerated women to take part.

DOC had previously argued that it was meeting the requirements of the 1991 statute by facilitating contact between babies and mothers on probation, extended supervision and parole. But a year ago, in February 2025, Dane County Circuit Court Judge Stephen Elkhe disagreed, ordering DOC to provide a mother-child program inside Wisconsin prisons.

“Reforming the criminal justice system to make our communities safer is a key priority of (Gov. Tony Evers’) administration and that includes corrections reforms such as a mother-young child program for incarcerated women,” Hardtke wrote, according to WPR. 

The ACLU motion called for remedial sanctions to get the agency to comply with the court order, including a daily fine for each day the contempt of court continues. The organization asked that the money from the fines be set aside to support the mother-child program, and claimed that a growing fine would ensure resources for the program. 

“With each month that passes, Defendants’ failure to act violates state law and violates the Writ,” the motion stated. 

When the lawsuit was filed in June 2024, Puphal had already given birth while incarcerated, while Curtin-Weber was pregnant. As of the filing of the lawsuit, their requests to participate in the mother-young program were refused or had not been responded to, according to a complaint published online by the ACLU. 

Puphal and Curtin-Weber were released on extended supervision last year, according to online DOC records. 

The state law enacted in 1991 states that the department shall provide the program for females who are prisoners or on probation, extended supervision or parole and who would participate as an alternative to revocation. 

When a person is released from prison to supervision, they must follow certain rules. If their supervision is revoked, the person will either be returned to court for sentencing or transported to a correctional institution. 

The department contended that it was in line with the law and that the word “or” in the statute indicated the agency could either provide the program for incarcerated mothers or for mothers on supervision.

DOC argued that it had a mother-child program for women on probation, extended supervision or parole who are pregnant or have a child under the age of one, and that it didn’t have to offer the program to incarcerated mothers. Wisconsin’s state budget includes $198,000 for a mother-young child program. 

Ehlke sided with the plaintiffs. He said they had established a clear right to be included in the class of people the department must consider for the mother-child program. 

The ACLU motion on Feb. 4 stated that the court had ordered the department to establish the program “forthwith,” or without delay, and  moved to reopen the case, arguing there has been “no meaningful progress” since that order despite three meetings between department representatives and counsel for the plaintiffs. 

“To avoid another year of excuses — or worse, another 35 years — Plaintiffs ask the Court to reopen this case for the purposes of enforcing the Court’s Writ,” the motion stated. 

The plaintiffs’ filing includes a letter and a list of questions sent to the Department of Corrections in December. It states that the Ostara Initiative offered to create a mother-young child care program for DOC at no cost to the agency in April 2024 and has continued to approach the agency. It described the Ostara Initiative as “a credible non-profit that DOC has already partnered with for other services.” 

The Examiner reached out to the Department of Corrections for a response to the plaintiffs’ filing, and also asked if the claims about Ostara were correct and if the department is planning to partner with Ostara on the program. Hardtke wrote that it is the department’s practice not to comment on ongoing litigation. 

A telephone scheduling conference in the case is scheduled for March 2. 

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Public outcry over facial recognition technology leads Milwaukee police to ban it, for now

Milwaukee's Fire and Police Commission (FPC) holds a public hearing on facial recognition technology used by the Milwaukee Police Department. (Photo by Isiah Holmes/Wisconsin Examiner)

Milwaukee's Fire and Police Commission (FPC) holds a public hearing on facial recognition technology used by the Milwaukee Police Department. (Photo by Isiah Holmes/Wisconsin Examiner)

A years-long debate over the use of facial recognition software by the Milwaukee Police Department (MPD) came to a head at a contentious Thursday meeting of the city’s Fire and Police Commission (FPC) attended by more than 60 local residents. Over the course of questioning, stretching late into the evening hours, commissioners learned from MPD leadership that the department had continued using facial recognition software, even as a draft policy to put guardrails on the technology was still being developed outside of the FPC’s control. 

By meeting’s end, FPC vice chairwoman Bree Spencer expressed a desire for the commission to consider finding some way to push for a pause to MPD’s use of facial recognition software, though the FPC itself did not take any immediate formal action. Less than 24 hours later, MPD Chief Jeffrey Norman announced that the department would ban the use of facial recognition technology, and discontinue its efforts to acquire permanent access to the technology. 

The Wisconsin Examiner’s Criminal Justice Reporting Project shines a light on incarceration, law enforcement and criminal justice issues with support from the Public Welfare Foundation.

During the Thursday meeting, Norman and his staff were grilled by FPC commissioners after hours of impassioned public testimony. The sweltering meeting room was packed almost shoulder-to-shoulder, with every seat taken and people standing along the wall in spaces not already taken by the local news station’s bulky cameras. Many others waited in the hallway, as an overflow room had not been set up.

One by one, local residents expressed a variety of grievances about facial recognition. Some decried MPD’s prior use of software without disclosure to the public or FPC, while others expressed fears about how the technology could be used against Milwaukeeans by what many called an authoritarian federal government. 

Paul Smith, a member of the Oneida Nation who serves on Milwaukee’s Equal Rights Commission, was the first to speak. Smith described how his relatives had been among the first to come down from the Oneida reservation to Milwaukee seeking factory work. “We are also people who have to carry two IDs all the time,” said Smith. He suggested that facial recognition and other camera technologies are methods the government uses to track people it considers enemies. 

“I live in fear every day,” said Smith, describing how his heart rate accelerates when he drives out of Milwaukee County. Smith added that facial recognition technology is unreliable.  “My dad can use my phone because his face looks like mine,” he said.  “These cameras don’t work and they punish people, and there’s no presumption of innocence when you’re being watched all the time.”

Nadiyah Johnson, founder and CEO of the Milky Way Tech Hub, highlighted the notoriously high error rates facial recognition software has for people of color. Johnson said that federal tests have shown false positive rates as much as 10 to 100 times higher for Black people. “I’m sure that we all can understand why that would be a problem for the city of Milwaukee,” said Johnson. She added that “guardrails do not fix the core problem.” 

When surveillance infrastructure is created, Johnson said, the scope of who is targeted expands. She and other community members who spoke brought up Flock license plate reader cameras which, like facial recognition, are AI-powered and a top concern for many who attended Thursday night’s FPC meeting. Flock has attracted criticism for being used for vague or unlawful reasons by police, and for leaving some feeds exposed on the open internet. “This is not a future concern, this is already happening nationally,” said Johnson. “The public cannot meaningfully consent to systems we can not see, audit, or challenge.”

The Milwaukee Police Administration Building downtown. A surveillance van, or "critical response vehicle" is in the background. (Photo | Isiah Holmes)
The Milwaukee Police Administration Building downtown. A surveillance van, or “critical response vehicle” is in the background. (Photo | Isiah Holmes)

Amanda Merkwae, advocacy director for the American Civil Liberties Union of Wisconsin, recounted her attempts to learn more about MPD’s use of facial recognition by filing open records requests. After waiting five months and threatening to sue, the ACLU was sent a response that the MPD does not track requests made for use of facial recognition in individual investigations. When the city’s IT department ran an email search, the term “facial recognition” appeared in 196,688 emails from 2020-2025. 

When the ACLU narrowed the request to 16 cases which MPD cited in presentations to city commissions, they found that “in a handful of those cases” which had been “hand picked” by MPD for those presentations, “the police reports did not mention [Facial Recognition Technology] at all,” Merkwae told the FPC. “In conversations with some defense attorneys, it appears that [Facial Recognition Technology] use was not turned over to the defense in discovery in some cases,” said Merkwae. “In cases where attorneys filed pre-trial motions to get insight into the notoriously racially biased [Facial Recognition Technology] algorithms, they hit a brick wall because that information is proprietary.” 

In its presentations to city officials, MPD had said that facial recognition helped identify suspects in cases including sexual assault and shooting investigations.

Much of the public testimony Thursday focused on the potential for surveillance technologies to harm democracy. Speakers focused on the immigration crackdown in Minnesota, where thousands of people have been arrested and two people killed by federal agents. Videos posted online show immigration agents taking pictures of protesters, legal observers and vehicles, using facial recognition technology to identify detainees, and taunting members of the public by saying their pictures were going to be uploaded to a database of  domestic terrorists. An immigrants’ rights group recently discovered what it describes as a watchlist of immigration attorneys created by ICE.

Milwaukee's Fire and Police Commission (FPC) holds a public hearing on facial recognition technology used by the Milwaukee Police Department. (Photo by Isiah Holmes/Wisconsin Examiner)
Milwaukee’s Fire and Police Commission (FPC) holds a public hearing on facial recognition technology used by the Milwaukee Police Department. (Photo by Isiah Holmes/Wisconsin Examiner)

Taleavia Cole and her husband Caliph Muab-El have experienced police surveillance after protesting the killing of Cole’s brother Alvin. Several of Cole’s family members, their lawyers and dozens of others were placed on a list created by the Wauwatosa Police Department. The list, which also included a Wisconsin Examiner reporter, was shared with numerous state, local, and federal agencies and was also referred to by police as a “target list”.

Muab-El said Black and brown communities have been used as test subjects for surveillance and militarized policing. This is how he views MPD’s deal with the data company Biometrica, which has offered to trade 2.5 million jail and booking photos from Milwaukee for MPD to have access to facial recognition software. 

“We’re talking about people,” said Muab-El. “And when we’re talking about people, we need to focus on the things that are most important for people to thrive in circumstances like this. Everything in our society and our community has been gutted from us almost. The resources are very scarce already…To institute something like this that will exacerbate the circumstances of our already falling and broken-in-pieces communities is definitely an attack on justice on our people.” 

He stressed that “anybody can be misidentified at any time,” and that the city will not be able to prevent federal agencies from accessing the data it collects using facial recognition software. “No one is safe,” said Muab-El. “Bystanders who believe in justice and the cause of people, these people are going to become more vulnerable. These attacks are going to become more prevalent…They’re going to become more intense.”

Cole recounted her own experiences of being placed on the target list, and her belief that even her family’s phone calls were being monitored. “So whose side are you on is the real question, because someday it could be your family member,” she said. “And next thing you know, they want to know what you know, what you’re saying, what you’re doing. Like you’re a criminal, like you’re nobody.” 

Testimony went on for several hours, pausing for a presentation on facial recognition technology from the New York University Law School Policing Project. The presenters said that while facial recognition can assist law enforcement investigations, the technology also carries serious constitutional and civil risks. Whether a city or town uses facial recognition software should be a decision made by the entire community, the presenters said, adding that having guardrails to prevent abuse of the technology is important. 

Milwaukee Police Chief Jeffrey Norman. (Photo by Isiah Holmes/Wisconsin Examiner)

Late in the meeting, after many people had left, Chief Norman and MPD staff provided an update and took questions from the FPC. Norman said a draft policy his department’s use of facial recognition technology had not yet been finalized, and that he was “slow walking” the process to get as much input as possible. He stressed that facial recognition software is used to develop leads, and cannot be used as the sole basis for establishing probable cause for an arrest. The department had also begun logging uses of facial recognition, but those records only captured uses since 2024. 

Under sharp questioning from FPC Commissioner Krissie Fung the commission learned that MPD had continued using facial recognition technology even as the drafting of a policy was ongoing. Some sort of of a draft policy — described by Fung as a “draft of a draft of a draft” — appeared to have been viewed by at least some members of the city’s common council, but not the FPC. 

Although several commissioners expressed concerns about facial recognition technology and MPD’s deal with Biometrica, the FPC’s power to do anything about it is limited, since the Republican-controlled Legislature had worked to eliminate the FPC’s policy-making powers for the Milwaukee police. The debate over the use of facial recognition software in Milwaukee had gone on since last year, with members of the public speaking against its adoption consistently and in great numbers. Spencer, the FPC’s vice-chairwoman, said that the public shouldn’t have to attend more meetings to say the same things, and that her own trust in the department on the issue had eroded. 

A Milwaukee police squad in front of the Municipal Court downtown. (Photo | Isiah Holmes)
A Milwaukee police squad car in front of the Municipal Court downtown. (Photo | Isiah Holmes)

In a statement issued Friday, Heather Hough, Norman’s chief of staff, said the police department understands “the public concern, particularly in light of national circumstances…Despite our belief that this is useful technology…we recognize that public trust is far more valuable.” Hough’s statement continued, “therefore, effective immediately, Chief (Jeffrey) Norman will issue a department directive banning the use of facial recognition for all members.” 

Hough said that MPD will continue work on creating a policy, but will not use facial recognition technology until that process is complete. While MPD appeared to be responding to the public outcry, the Milwaukee Police Association (the department’s union) said in a statement that it was “deeply concerned and disappointed” by the decision to restrict facial recognition technology. The police association was also irked by recent restrictions on vehicle pursuits saying that both policy shifts do not “eliminate crime or danger,” but instead “risks shifting that danger onto Milwaukee residents and the officers sworn to protect them.” 

The union’s statement described facial recognition as “an investigative tool that can assist detectives in generating leads in violent crime cases. It does not replace traditional police work or serve as a basis for arrest without further investigation. When used responsibly and with appropriate safeguards, this technology can help identify violent offenders, support victims, and improve case clearance rates.”

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