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Home › AI Use-Case Library › AI in fraud detection: 6 real deployments
Named deployments in fraud detection, grouped by industry.
HHS announced it will deploy ChatGPT and other AI tools to analyze state audit reports across all 50 states on an ongoing basis to detect healthcare fraud, with letters dispatched to governors and state treasurers.
The CFTC is deploying machine-learning algorithms that flag unusual betting patterns on Polymarket before major news breaks, the first publicly confirmed use of AI for enforcement in crypto prediction markets by a senior US regulator.
The IRS is expanding AI and advanced analytics to identify tax non-compliance and fraud after mass layoffs of experienced enforcement staff, with the IRS CEO saying AI spots return anomalies faster than legacy statistical models.
Operating real-time transaction-analysis systems for cybersecurity and fraud prevention; restructuring accelerates AI tool integration across work processes
Adversarial AI conversational agents engaging fraudsters in fake voice and text conversations to gather intelligence
Reported: 2.5M+ autonomous conversations conducted, 250k+ intelligence artifacts pulled
Operating AI/ML identity-verification pipeline used by clients including Hertz, Target, FedEx and Planet13
Reported: 153M+ US drivers licenses, 10M+ ID cards, 3M+ travel documents and 1.1M Canadian records exposed from IDScan's pipeline in a breach
Every entry names the organisation and links its source. Outcome figures are quoted as reported, never estimated. Vendor announcements without a named customer are excluded. Halted and reversed deployments are kept on purpose.