Big Story: $11M in Grants to Help States Modernize Public Benefits With AI
Key Takeaways
The Center for Civic Futures awarded $11 million to 11 projects that apply AI to Medicaid, SNAP, and unemployment insurance administration.
The projects focus on caseworker tasks, data sharing, legacy systems, and technology contracts.
The center reports that first-round projects helped Mississippi cut $40 million in payment-error liability and deliver an estimated $19 million in benefits in New Jersey.
The Center for Civic Futures, a program of Renaissance Philanthropy, has awarded $11 million to 11 artificial intelligence projects through its Public Benefit Innovation Fund. Recipients include states, universities, nonprofits, and private companies working on Medicaid, SNAP, and unemployment insurance. Grants last from six months to two years.
The awards come as states prepare for federal changes to public benefits. A 2025 budget law requires more frequent Medicaid eligibility checks and new work requirements. It also shifts more SNAP administrative costs and responsibility for payment errors to states.
Nearly half of first-round applications proposed chatbots, according to Executive Director Cassandra Madison. The new round focuses on backend work, including caseworker verification and data coordination.
North Carolina is testing an AI-assisted SNAP recertification process, starting with synthetic data. Stanford RegLab is working with Maryland and Colorado on a tool that flags missing or unclear information in unemployment insurance applications. Yale researchers are working with five states on models that identify SNAP cases likely to contain errors.
Other projects address systems and contracts. Nava is building tools to shorten legacy system mapping from months to weeks. The Axiom Foundation is testing software-readable SNAP eligibility rules linked to their source laws. The Open Contracting Partnership is creating a procurement resource library and helping Medicaid agencies write adaptable technology contracts.
Some projects will stay in controlled sandboxes, and others will run pilots with real systems and users. Success measures include lower payment error rates, better data processing, and more efficient casework. Anthropic and OpenAI are providing technical support, including credits and learning sessions.
The fund committed $8.5 million to seven projects in December 2025. The center reports that a SNAP verification tool helped Mississippi reduce its payment error liability by $40 million. It also reports that New Jerseyʼs AI tools have delivered an estimated $19 million in benefits to more than 97,000 residents.
A September report from the center found that more states are using AI in public benefits and other services. Many have created task forces and governance committees. Madison said many states are “not yet ready” for AI agents that applicants may use to complete benefit applications.
Staff who use AI tools directly can better assess vendor claims and know what to ask before buying. States can use their collective purchasing power to set standards for how products are built and how safe they are. Counties administer SNAP in 10 states, so these decisions also affect county caseworkers and budgets.
Free Cybersecurity Assessments and Exercises for State and Local Governments
Fractional Source and Sourcewell Ventures are expanding their cybersecurity pilot to state and local governments, offering free assessments and exercises to help agencies prepare for cyber incidents.
QUICK HIT NEWS
About 400 California Community Colleges students had financial aid refunds diverted after attackers exploited a vulnerability in BM Technologiesʼ digital banking platform, formerly BankMobile. A July 1 change to the companyʼs account verification process created the flaw, and attackers changed studentsʼ bank account and routing details. BM Technologies estimated that data changes affected 65,000 student accounts. Fifty-six districts covering 90 colleges use the platform, and in October the chancellorʼs office told colleges to pause disbursements through it.
The Oklahoma Office of Management and Enterprise Services launched a public database of purchase order and purchase card transactions from across state government. House Bill 3415, passed in 2026, requires a public contracts database listing vendor names, expected costs, purchase order numbers, and deliverables. A legislative review found that agencies had bought more than $3 billion in goods and services outside the officeʼs oversight. Celonis's generative AI tool flags submission errors across more than 24,000 purchase orders.
New York City will award $2 million in seed research grants to more than 40 projects through Pilot City. The nonprofit Renaissance Philanthropy runs the program, which pairs city staff with researchers at local universities. Mayor Zohran Mamdani announced the funding. Projects include analyzing Tenant Helpline, Housing Court, and 311 data to guide tenant outreach, and a New York University study on how bus service improvements affect riders. Each project must show meaningful outcomes within six months.
The San Antonio Water System is weighing changes to how it charges data centers for water. Data centers use about 0.1% of the utilityʼs drinking water and 1.25% of its recycled water. Planned facilities are projected to raise those shares to 0.3% and 12%. Proposals include a fee for high-volume recycled water users as early as 2027, impact fees for new recycled water connections, and a rule confirming the utility can deny large recycled water requests. Recycled water costs about 40% of residential drinking water rates.
FOR THE COMMUTE
CMS Deploys AI Tools to Improve Security, Privacy (GovCIO Media & Research)
Leslie Nettles, acting deputy chief information security officer at the Centers for Medicare and Medicaid Services, explains how the agency protects sensitive data for about 160 million Americans. CMS is deploying AI tools that help security staff detect and mitigate network threats, reduce system noise, and flag anomalies. Nettles also discusses the agencyʼs bug bounty program, which finds and fixes vulnerabilities before attackers can exploit them.
RESOURCES & EVENTS
📅 AI Governance Without the Overhaul (Virtual - November 17, 2026)
This webinar will address how agencies can govern AI by extending their existing cybersecurity and risk practices instead of building a new structure. The 2026 NASCIO State CIO Survey ranked AI governance above cybersecurity as the top priority for state CIOs, a first in the surveyʼs 20-year history. Jamie Holcombe, former CIO of the U.S. Patent and Trademark Office, and Steve Riley, field CTO at Netskope, will discuss policies, AI inventories, and shadow AI. Details →
📅 Southern Florida Digital Government Summit 2026 (Aventura, FL - December 17, 2026)
The third annual summit will bring public sector technology leaders from across South Florida to the Hilton Miami Aventura. Registration is free and open to public sector attendees only. Miami-Dade County Mayor Daniella Levine Cava will deliver opening remarks. Shawnee Delaney, chief executive officer of Vaillance Group, will present on social engineering and insider threats. Sessions will cover technology costs, budgeting, procurement, AI adoption, workforce development, and post-quantum security planning. Details →
📊 Report Spotlight: A Smarter Strategy for AI Security (Fortinet)
This paper examines how AI is changing government cybersecurity. Attackers use AI to identify credentials, write convincing phishing emails, and produce more activity than analysts can review. Meanwhile, agencies may not know which AI tools employees have adopted or what data those systems can access. According to the 2026 NASCIO and Deloitte Cybersecurity Study, the share of state CISOs who described themselves as “extremely” or “very confident” in their ability to secure public data fell from 48% in 2022 to 22% in 2026. The paper recommends testing agents before deployment and keeping humans able to override or reverse their actions.
INSIGHT OF THE WEEK
Oregon, Minnesota, New Mexico, and Washington have sued the U.S. Department of Health and Human Services and the Centers for Medicare and Medicaid Services in federal court in Oregon over Medicaid work requirements. Under H.R. 1, adults in the Affordable Care Act expansion group must show 80 hours a month of work, community service, a work program, or half-time education. They must also have their eligibility redetermined every six months. States argue the federal government cannot withhold existing Medicaid funds to force them to adopt the requirement. Oregon has 564,177 people in its expansion group, which accounts for about $5.1 billion, or 54%, of its federal Medicaid funding this fiscal year.
