SNAP payment error detection: how Elastic helps US states beat the FY2028 penalty

Beginning in FY2028, U.S. states with SNAP payment error rates of at least 6% will be required under Public Law 119-21 to cover part of their benefit costs, with the state share reaching 15% for error rates of 10% or more; this raises financial stakes following a 10.93% national error rate in FY2024. The piece distinguishes eligibility mistakes, such as incorrect policy interpretation, from fraud or abuse arising when previously eligible cases change over time through increased income, duplicate identities, or address activity. It presents Elastic’s platform as a real-time alternative to periodic batch reviews, combining customizable rules that flag known issues at data ingestion, machine learning to identify behavioral anomalies and cross-record patterns, and a conversational investigation tool intended to help analysts review evidence and determine whether cases warrant further examination. Unified access to wage, income, enrollment, and case-note data, along with entity resolution, is described as supporting earlier detection before improper payments affect states’ continuously measured error rates.

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