Tennessee Woman Sues for $10M After AI Facial Recognition Error

A Tennessee grandmother has filed a $10 million federal lawsuit against the city of Fargo, North Dakota, after spending six months in jail based on a faulty artificial intelligence facial recognition match that linked her to bank fraud she did not commit.

Angela Lipps, 50, was arrested at gunpoint by U.S. marshals at her Tennessee home in July 2025 while babysitting her neighbor's four children. She was charged with four counts of unauthorized use of personal identifying information and four counts of theft—crimes that occurred in Fargo while she was verifiably in Tennessee.

According to details first reported by The Guardian, Lipps remained in a Tennessee county jail for nearly four months without bail awaiting extradition, then spent approximately two more months in custody in North Dakota. The charges were ultimately dropped on Christmas Eve after her attorney provided bank records proving she was in Tennessee when the fraud occurred.

How the AI Error Occurred

The lawsuit alleges that a West Fargo police investigator used AI facial recognition software to identify suspects in a bank fraud case. The system returned Lipps's social media photo as a potential match based on a fake ID used by a female suspect captured in surveillance footage.

Fargo police detective Lucas Heck, named as a defendant in the suit, allegedly requested an arrest warrant without conducting further investigation or establishing sufficient probable cause, despite Lipps not resembling the actual suspect and having never visited North Dakota.

"They knew that AI facial recognition technology should not be used as the sole basis to extradite and charge a person," the complaint states. "Yet they ignored those issues and gave no care to the harm it would do to innocent people like Lipps."

The Human Cost

During her incarceration, Lipps was denied basic care including medications and dentures, according to the lawsuit. The mother of three and grandmother of five missed family birthdays, Thanksgiving, and Christmas. Upon her release, she discovered she had lost her residence, car, and personal belongings.

"Can you imagine being taken away at gunpoint, held in detention, taken from your family?" asked Eric Rice, one of Lipps's attorneys, in an interview with Tennessee television station WKRN.

The lawsuit alleges Lipps had never flown on a plane until authorities transported her to North Dakota at the end of October 2025.

Why It Matters

This case highlights critical gaps in how law enforcement agencies deploy facial recognition technology without adequate safeguards. The lawsuit alleges that Fargo police lacked proper policy, training, and supervision for officers using AI facial recognition systems. As these tools become more widespread in criminal investigations, the case underscores the need for human verification and investigative due diligence before arrests—particularly when AI systems are known to produce false matches. The lawsuit seeks not only damages but also accountability that could influence how other departments approach facial recognition technology.

The Fargo Police Department has refused to accept responsibility or apologize despite multiple requests, according to the complaint. A city spokesperson told The Guardian that Fargo does not comment on pending litigation.

Lipps's legal team says the $10 million figure reflects the specific harm their client suffered and aims to establish precedent as AI facial recognition becomes more prevalent in law enforcement.

The details of this case were first reported by The Guardian.