Grant Integrity: Human Oversight Meets Technology

At Blake Willson Group, we believe the strongest grant integrity programs don’t choose between technology and human judgment — they deliberately design both to work together. That principle was front and center when our Financial and Grants Management Service Line Lead, Jim McKay, MBA CICA CGMS , moderated the AGA PDT 2026 panel T102: Strengthening Grant Integrity – State Strategies for Fraud Prevention and Accountability. Jim guided a powerful discussion with leaders from Florida, Ohio, and the Department of the Interior on how states are building more resilient grant programs. Andrea Brandon, MLS, MPA , Melinda Miguel, Stacie Massey, MBA, CGFM, CGMS. The conversation reinforced something our team sees every day: data analytics, risk scoring, and automated monitoring are powerful — but they are not a substitute for experienced human oversight. The real expertise lies in knowing where the human must stay in the loop: • Interpreting complex risk signals that algorithms flag but cannot fully contextualize • Exercising professional judgment on high-risk recipients and subrecipients • Ensuring accountability and transparency when public funds and community outcomes are on the line • Calibrating controls so they prevent fraud without creating unnecessary barriers to legitimate program delivery This is the balance we help our clients strike — combining modern tools with seasoned judgment so oversight is both rigorous and practical. Thankful to Jim McKay, MBA CICA CGMS for leading this timely conversation and of the panelists for sharing real-world lessons from the front lines of state grant integrity. #GrantIntegrity #FraudPrevention #HumanInTheLoop #GovernmentAccountability #AGA #PDT2026 #BlakeWillsonGroup #GrantsManagement https://lnkd.in/eCD4yZ2a

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