State Farm AI Lawsuit: Algorithm, Patent, and Fair Housing Claims

The State Farm AI lawsuit is a proposed federal class action, Huskey v. State Farm Fire & Casualty Company, filed in December 2022 in the Northern District of Illinois, accusing the insurer of using machine-learning algorithms that route Black homeowners’ claims into slower, more heavily scrutinized processing tracks in violation of the Fair Housing Act. A federal judge allowed the core discrimination claim to move forward in September 2023, and the case is now in discovery, with the parties fighting over access to the proprietary algorithms at the center of the dispute.

Who Sued and Why

The named plaintiffs are Jacqueline Huskey and Riian Wynn, both Illinois homeowners insured by State Farm. Huskey filed a claim after storm damage and alleged she waited two months before receiving any benefits; by then, water had damaged her kitchen and two bathrooms.

Wynn’s account is the sharper comparison. After a March 2022 storm damaged the roof of her Evanston townhome, she filed a claim on the same day as a white neighbor whose connected unit had identical damage. According to the complaint, Wynn’s claim drew far more scrutiny: repeated requests for additional documentation, extra estimates, and multiple inspections. Her claim took roughly three months longer to resolve than her neighbor’s, and the delay forced her to move out while interior water damage worsened.¹

The suit is brought on behalf of a proposed class of Black homeowners in the Midwest. Three sets of co-lead counsel represent the plaintiffs: Sanford Heisler Sharp McKnight, LLP; Fairmark Partners, LLP; and the Center on Race, Inequality, and the Law at the NYU School of Law.²

How State Farm’s Claims Algorithm Allegedly Works

The complaint describes an automated claims-processing system that, when a new claim arrives, uses predictive modeling to sort it into one of three tracks. “No touch” claims are straightforward and paid almost immediately. “Low touch” claims get minimal review. “High touch” claims are flagged as potentially fraudulent or complex, triggering extensive scrutiny and much slower processing. The plaintiffs allege that because the underlying algorithms rely on data correlated with race, Black policyholders’ claims are disproportionately routed into the high-touch category.³

The complaint identifies several pieces of the technical infrastructure. An internal platform called the Enterprise Claim System stores and manages claim data. A third-party tool called Technology Analytics for Claims runs text-based queries against that data to flag potentially fraudulent claims. State Farm also uses Salesforce, which the company’s own chief digital officer confirmed in 2019 routes homeowners insurance claims, and Duck Creek Technologies, whose product advertises “end-to-end claims workflows that enable high-touch to no-touch claim handling.”⁴

Nothing in the system’s inputs is overtly racial. The complaint contends the algorithms instead draw on biometric data such as voice and appearance, behavioral data like geolocation and browsing history, and historical claims data already infected with racial disparities. Credit-based insurance scores, ZIP codes, home values, and group memberships allegedly function as proxies for race. That creates a feedback loop: historical bias in the data leads the system to flag more Black claimants, which generates more adverse records for Black policyholders, which the algorithm then treats as confirmation of higher risk.¹

The Numbers Behind the Complaint

The plaintiffs’ statistical case rests on a 2021 YouGov survey of roughly 800 State Farm policyholders (648 white and 151 Black) across Illinois, Indiana, Michigan, Missouri, Ohio, and Wisconsin. As presented in the complaint, the survey found:

Black customers were 39% more likely than white customers to be asked to submit additional documentation after filing a claim.
Black customers were 20% more likely to need more than three meetings with State Farm employees before a claim was resolved.
Only 30% of Black respondents had their claims paid within one month, compared to 39% of white respondents.¹

The complaint also cited a 2021 Brookings Institution study on natural language processing and AI-driven bias as context for how machine-learning systems can develop discriminatory associations without explicit demographic inputs.¹

State Farm’s Own De-Biasing Patent

One unusual piece of evidence involves State Farm’s own intellectual property. In November 2022, State Farm was granted U.S. Patent No. 11,501,133, titled “Method of controlling for undesired factors in machine learning models.” The patent describes a system that identifies “protected characteristics” — explicitly including race, ethnicity, gender, and age — and applies transformation functions to decouple those factors from a model’s predictions, producing what the patent calls a “de-biased” output.⁵

The patent was developed in the context of automobile insurance underwriting and premium setting. Plaintiffs point to it as evidence that State Farm knows algorithmic bias exists and has the technical capability to detect and correct it, yet has not applied similar controls to its homeowners claims-processing system. State Farm has not publicly disclosed whether the patented technology is used in any of its claims operations.³

The Fair Housing Act Theory

The lawsuit rests entirely on the Fair Housing Act, and specifically on a disparate-impact theory rather than a claim of intentional discrimination. The plaintiffs do not have to prove that State Farm designed its algorithms to discriminate. They argue instead that the algorithms produce a statistically significant racial disparity in outcomes and that State Farm has no legitimate business justification for using methods that rely on racial proxies when less discriminatory alternatives are available.⁶

The original complaint raised claims under two FHA provisions: Section 3604, which covers discrimination in housing-related services, and Section 3605, which covers discrimination in residential real estate-related transactions. Within Section 3604, plaintiffs invoked both subsection (a) (making a dwelling unavailable) and subsection (b) (discrimination in services connected to housing).⁷

What the Judge Ruled in September 2023

State Farm moved to dismiss. On September 11, 2023, U.S. District Judge Virginia M. Kendall let the core of the case proceed while trimming some claims.

Judge Kendall dismissed the Section 3604(a) claim and the Section 3605 claim, both without prejudice. The Section 3605 dismissal followed binding Seventh Circuit precedent from NAACP v. American Family Mutual Insurance Co., which held that insurers are not entities engaged in the type of residential real estate-related transactions covered by that section. The court also dismissed plaintiff Huskey’s individual claim for injunctive relief for lack of standing.⁶

The surviving claim under Section 3604(b) is the significant one. Judge Kendall found the statute’s text “broad” and “pliable,” reaching both pre- and post-acquisition discrimination. She held that homeowners insurance is a “service” provided “in connection” with housing, and that the plaintiffs had plausibly alleged a disparate-impact claim by identifying a specific policy (algorithmic decision-making tools) and a statistically significant racial disparity in processing times, paperwork requirements, and the number of interactions needed to resolve claims.⁶

Courts had not previously applied Section 3604(b) to insurance claims processing. Judge Kendall extended existing Seventh Circuit precedent, which had already held that Section 3604(b) reaches discriminatory insurance pricing and coverage denials, to the claims-handling stage.⁸

The McCarran-Ferguson Defense

State Farm raised a defense under the McCarran-Ferguson Act, a federal law that generally prohibits federal statutes from being construed to override state insurance regulation. State Farm argued that applying the FHA to its claims practices would conflict with the Illinois Insurance Code, which has its own provisions governing improper claims practices. Judge Kendall rejected the argument at this stage, finding that the FHA “complements” Illinois insurance law rather than displacing it, and pointing to a provision of Illinois law that itself prohibits insurer discrimination. The court left the door open for State Farm to revive the argument later if liability turned out to depend on actuarial practices that genuinely interfered with Illinois regulatory policies.⁸

The plaintiffs did not file a second amended complaint to re-plead the dismissed Section 3604(a) and Section 3605 claims before the deadline. State Farm answered the surviving complaint in October 2023, and the case moved into discovery.⁹

Where the Case Stands Now

As of mid-2026, the case remains in active litigation and appears to still be in discovery. Docket entries from late 2025 and early 2026 show the parties fighting over document production. A December 2025 case management order was issued by Magistrate Judge Jeffrey T. Gilbert, and in January 2026 the court struck a pending motion for protective order while directing the parties to keep negotiating over a remaining discovery dispute. In April 2026, Judge Gilbert ordered a joint status report on fact discovery and compliance with the case management schedule.¹⁰

In May 2026, the case was reassigned to a newly appointed magistrate judge, Karyn L. Bass Ehler, following a general order. The most recent docket entries, from early June 2026, include a sealed motion and a request to seal, suggesting the parties may be litigating over confidential materials, potentially related to the proprietary algorithms at the center of the case. No class certification motion, trial date, or settlement has been publicly recorded.¹⁰

State Farm’s Response

State Farm has stated publicly that the allegations “do not reflect their values” and that the company is “dedicated to paying what we owe, promptly and courteously.”¹ The company has also argued that publicly disclosing the details of its claims-processing methods would undermine its anti-fraud efforts.³

Why the Case Matters Beyond State Farm

The Huskey lawsuit could set precedent on two fronts. Judge Kendall’s ruling that insurance claims processing counts as a “service” under Section 3604(b) of the Fair Housing Act pushes the statute into territory courts had not previously explored. If that ruling holds through trial or further review, it could open the door to FHA challenges against insurers’ internal handling procedures, not just their underwriting and coverage decisions.

The case is also one of the earliest attempts to hold an insurer legally accountable for the real-world disparate impact of its algorithmic tools rather than for intentional discrimination. Similar theories are being tested against other insurers. Lawsuits filed in 2023 accused UnitedHealthcare and Humana of using an AI tool called nHPredict, developed by UnitedHealthcare’s subsidiary NaviHealth, to automatically deny claims for post-acute care.¹¹ In March 2026, a federal court in Minnesota ordered UnitedHealth Group to produce documents on how nHPredict was developed and whether it was designed to replace physician decision-making.¹²

With Huskey now in discovery and the parties apparently litigating under seal over access to proprietary algorithmic data, the next phase will likely test how much transparency courts will require from insurers about how their AI systems actually work. Whatever the court ultimately decides on class certification and the merits, the answer to that transparency question is likely to shape how insurers deploy automated claims technology going forward.

1
Courthouse News Service. State Farm Accused of Making It Harder for Black Customers to Get Payouts
2
Sanford Heisler Sharp McKnight. State Farm Algorithm Bias Lawsuit
3
Courthouse News Service. Huskey v. State Farm Complaint
4
University of Michigan Civil Rights Litigation Clearinghouse. Huskey v. State Farm Complaint
5
Google Patents. US11501133 – Method of Controlling for Undesired Factors in Machine Learning Models
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Justia. Huskey v. State Farm Fire and Casualty Company
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ClassAction.org. Huskey v. State Farm Fire and Casualty Company Complaint
8
Clausen Miller. Claims-Handling Discrimination May Trigger FHA Liability
9
University of Michigan Civil Rights Litigation Clearinghouse. Huskey v. State Farm Fire and Casualty Company
10
CourtListener. Huskey v. State Farm Fire and Casualty Company Docket
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CBS News. Health Insurance AI Algorithm Lawsuits
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Hunton Andrews Kurth. Court Allows Discovery Into Insurer’s Use of AI to Deny Claims