AI Moves From Experimentation to Production in State Government
AI now tops the list of priorities for state CIOs, Robinson said, as agencies move beyond pilots and begin deploying generative and agentic AI tools in production environments.
“We’re seeing a major surge in moving from the pilot and testing phase into production,” Robinson said, noting that multiple states were recognized in late 2025 for AI applications already delivering measurable outcomes.
Common use cases include AI-supported chatbots, virtual agents and internal productivity tools such as document analysis and data retrieval. Robinson said early deployments have largely focused on improving internal operations, but citizen-facing AI services are expected to expand in 2026.
At the same time, Robinson cautioned against inflated expectations. “There’s a general anxiety around the entire focus on AI and the fact that it is not a magic bullet for all of the woes within the state tech stack,” he said.
States are responding by formalizing governance structures. Robinson said more than 90% of states have adopted responsible-use policies and established AI inventories, while many have created advisory boards or task forces to oversee deployment.
Cybersecurity Remains a Persistent and Underfunded Priority
Cybersecurity continues to rank near the top of state CIO priorities, driven by increasing threat sophistication and inadequate funding relative to risk, Robinson said.
“China, Russia and North Korea are attacking the states on a massive and regular basis,” he said, adding that AI has become a double-edged sword by strengthening defensive tools while enabling more advanced phishing and social engineering attacks.
Legacy systems remain a major concern. “Technical debt is embedded in the environment,” Robinson said, creating challenges for CISOs tasked with defending sprawling infrastructures.
Robinson also pointed to workforce shortages as a long-standing issue. Recruiting and retaining cybersecurity talent continues to strain agencies already contending with limited budgets.
READ MORE: States should prioritize services with cybersecurity grants.
Budget Pressures Shape State Technology Decisions
Fiscal management remains a central concern for state CIOs, Robinson said, particularly as agencies navigate uncertainty around federal funding and the potential devolution of programs previously supported at the federal level.
“We’re seeing continued pressure from federal funding instability,” he said, citing cybersecurity programs that have been extended without new appropriations.
As a result, AI and other emerging technologies are increasingly funded through existing operating budgets rather than new appropriations. “This is going to be business as usual,” Robinson said, with agencies funding technology investments from general revenue.
