Kistler v. Eightfold AI Inc.

Kistler v. Eightfold AI Inc. is a proposed class action examining whether AI-driven hiring platforms that assemble third-party data to score candidates must comply with traditional consumer protection laws.

Who is the plaintiff?

The plaintiffs are Erin Kistler and Sruti Bhaumik, who applied for professional roles at major companies utilizing Eightfold AI's candidate evaluation tools. They seek to represent both a nationwide class and a California class of similarly situated job applicants.

The plaintiffs are Erin Kistler and Sruti Bhaumik, who applied for professional roles at major companies utilizing Eightfold AI's candidate evaluation tools. They seek to represent both a nationwide class and a California class of similarly situated job applicants.

What is being alleged

The complaint claims that Eightfold AI operates as a Consumer Reporting Agency (CRA) by using hidden AI technology to gather sensitive information - including social media profiles, location data, and internet activity - to rank candidates on a 0 to 5 scale for potential employers. The lawsuit argues that Eightfold fails to provide standalone disclosures, obtain applicant authorization, or allow candidates to dispute inaccurate AI-generated reports, thereby violating the Fair Credit Reporting Act (FCRA), the California Investigative Consumer Reporting Agencies Act (ICRAA), and the Unfair Competition Law (UCL).

Why is the defendant being sued?

Eightfold AI is being sued because it allegedly serves as a gatekeeper of consumer data without adhering to longstanding statutory safeguards designed to protect applicants from opaque and potentially inaccurate employment screening reports.

For Employers and HR Teams

The case highlights potential compliance risks for organizations deploying AI screening and ranking tools that aggregate external applicant data. Organizations may need to consider whether their AI procurement processes require vendors to meet FCRA or state equivalent obligations. This increases the importance of reviewing vendor contracts, providing clear candidate disclosures, and ensuring dispute mechanisms are in place if the deployed AI tools could be legally classified as consumer reports.

For HR Technology Vendors

The lawsuit illustrates how plaintiffs are attempting to apply established consumer protection laws to modern AI recruiting platforms. HR technology providers may face claims of acting as Consumer Reporting Agencies if their tools aggregate third-party data to predict candidate success. Providers may need to evaluate their product design, data governance practices, and customer documentation to ensure adequate candidate consent, transparency, and data dispute capabilities are supported.

Provider

Eightfold AI Inc.

Products or Systems Named

Talent Intelligence Program, Match Score, Evaluation Tools

Employment Use Cases

Applicant screening, candidate matching, and candidate ranking

Role in Decision-Making

The system allegedly predicts the match between a candidate profile and a job position, ranking candidates from 0 to 5 based on their predicted "likelihood of success."

Alleged Harm

Applicants are allegedly evaluated based on untested, inferred, or inaccurate data without their knowledge, depriving them of the statutory right to review, correct, or dispute the information under consumer protection laws.

Data or Proxy Variables Discussed

Resumes, job descriptions, public data sources (e.g., LinkedIn, GitHub), similarity to other employees, predicted next role, and personality insights (e.g., team player, introvert).