At this year’s Medicaid Enterprise Systems Conference (MESC 2026), one message stood out above all others: the pace of change in Medicaid is accelerating, and states are being challenged to modernize with greater agility, coordination, and resilience. Conversations have shifted from large-scale system replacement to building agile, adaptable enterprises that can keep pace with evolving policy, member needs, and emerging technologies.
Success is increasingly defined by an agency’s ability to connect technology strategy with operational execution and workforce readiness. The states leading the way are pursuing modernization as a continuous capability rather than a one-time program, creating organizations that can adapt, innovate, and deliver better outcomes in a constantly changing environment.
AI Is Moving from Vision to Execution
Artificial intelligence was one of the most prominent topics throughout the conference, signaling that states are moving beyond pilots and planning into the operational work of applying AI to real Medicaid challenges. State agencies are increasingly evaluating how AI can improve decision-making, reduce administrative burden, enhance member services, and support modernization initiatives. States have also moved past the question of whether to use AI and are now focused on the operational discipline required to implement it responsibly.
Alabama Medicaid illustrated this momentum by outlining plans to scale its modernization strategy through AI-enabled change. The conversation moved past the technology itself and into governance, procurement strategy, and the organizational readiness required to support responsible adoption.
For agencies weighing their own AI roadmaps, the questions are direct:
- Who owns AI governance today?
- What does your procurement process need to look like to move at the speed your leadership expects?
- What change readiness programs will help your organization realize measurable value tomorrow?
Modernization Succeeds When People Adopt the Change
People determine whether modernization works, far more than any piece of technology.
North Highland's Nicolle Field, Managing Director for Public Sector, joined a panel on Medicaid modernization and organizational change management. The panel's throughline: lasting change depends on stakeholders staying engaged well past go-live, not just showing up for the kickoff. Leadership engagement, stakeholder alignment, workforce preparation, readiness assessments, and adoption monitoring were repeatedly cited as critical success factors.
Several states shared hard-won lessons about what happens when modernization gets treated as an IT initiative instead of a business change effort. It stalls.
As modernization initiatives become more complex, organizations need to invest in workforce capacity, change leadership, training, and communication strategies that help employees
Collaboration Is the Core Modernization Capability
Nebraska's rollout of Medicaid work requirements was a masterclass in cross-functional coordination under real pressure. Facing tight deadlines and evolving federal guidance, the state pulled multidisciplinary teams together to make fast decisions, manage risk, and get staff ready before go-live.
The lesson travels well beyond Nebraska. Siloed teams create risk every time a new federal requirement or modernization investment lands. Shared accountability, executive sponsorship, and mutual trust across departments make fast, coordinated decisions possible.
Agile Delivery Models Are Adapting to Government Realities
Product management came up again and again, and the shift is real: agencies are moving from project-based delivery toward product-oriented delivery built around outcomes and continuous improvement. The twist for the public sector is integrating federal reporting, compliance obligations, and governance directly into that delivery model, rather than bolting them on afterward.
Organizations are increasingly looking for ways to embed compliance, testing, reporting, and performance measurements into day-to-day operations. This evolution reflects a growing recognition that modernization success requires both speed and discipline. Diana Winter, Private Sector Technology Group (PSTG) Testing Committee chair, represented North Highland in the All-Industry Strategic Leadership Meeting, providing valuable testing insight during the high-level forum designed for private-sector partners and vendors to interface directly with leadership from CMS, the State Advisory Group (STAG), and the PSTG.
