4 operational lessons from Medicaid Leadership Innovation Strategies:
- Build flexible processes that can adapt as guidance evolves.
- Use existing data before asking members for more documentation.
- Improve outreach through better data sharing and cross-agency coordination.
- Strengthen partnerships across agencies, health plans, providers, and community organizations.
If you attended Medicaid Leadership Innovation Strategies expecting to hear about policy, you got it. But the questions were about operations.
How do you implement new requirements when guidance is still evolving? How do you reach the right members without overwhelming everyone else? And how do you do it all without asking already stretched teams to take on even more?
Let’s focus on the discussions around Medicaid community engagement requirements and the deadline looming in everyone’s mind, January 1st, 2027. From implementation uncertainty and AI to member communications and cross-agency collaboration, here are the biggest takeaways from Medicaid Leadership Innovation Strategies.
Operational Readiness Depends on Flexibility
For months, the conversation around Medicaid community engagement requirements has centered on what states need to do. At Medicaid Leadership Innovation Strategies, the discussion shifted to something more practical: how they’re actually going to get there.
January 1, 2027 isn’t moving, but implementation guidance still is. That reality shaped every conversation, whether the topic was exemption workflows, eligibility operations, member outreach, or technology. Agencies are being asked to design new processes while key operational details continue to evolve.
“It’s very much a ‘build the airplane as you fly it’ analogy. That is where we are right now.”
Kevin Bagley, Former Medicaid Director, State of Nebraska
States can’t wait for every question to be answered before they begin training staff, evaluating technology, and preparing for implementation. The organizations making the most progress aren’t trying to predict every future requirement. They’re building flexible processes that can adapt as guidance changes.
The message was consistent across sessions: operational readiness isn’t about having every answer today. It’s about creating the flexibility to respond to tomorrow’s answers without starting over.
Data-First Verification Reduces Administrative Burden
Agencies should use the data they already have before asking members to do more.
As states prepare for community engagement requirements, verification strategies are becoming just as important as the requirements themselves. Every unnecessary document request, manual review, or member touchpoint adds work for agency staff while increasing the likelihood that eligible individuals fall through the cracks. Rob Miller encouraged agencies to rethink the order of operations.
“The member is the last data source.”
Rob Miller, General Manager & Senior Vice President, CITIZ3N Government Solutions
Rather than immediately requesting documentation from members, agencies should first leverage existing administrative data, including:
- Supplemental Nutrition Assistance Program (SNAP) enrollment
- Temporary Assistance for Needy Families (TANF) enrollment
- Medicaid Management Information System (MMIS) claims data
- State wage files
- Federal data sources
Only after those resources have been exhausted should members be asked to verify information themselves. The same systems should also create a complete audit trail, documenting what data was checked, when it was accessed, and how eligibility decisions were made.
A data-first approach reduces administrative burden for agencies, minimizes unnecessary outreach, and creates a simpler experience for members. As implementation timelines accelerate, better data isn’t just improving efficiency. It’s helping agencies keep eligible individuals covered while preparing for future audits and appeals.
Effective Member Outreach Depends on Better Data
Community engagement requirements will introduce new communications, but more communication isn’t necessarily mean better communication.
Leaders emphasized that outreach only works when agencies know exactly who needs to hear from them. Broad notifications may create awareness, but they can also create confusion for members who are already compliant or exempt.
Liz Owens described how managed care organizations often become the place that enrollees, providers, and community organizations turn for answers. The challenge is that health plans don’t always have the information they need to respond confidently.
“I don’t even want to use the word ‘easy’ in anything related to this, but that makes our challenge less hard in keeping members enrolled.”
Liz Owens, Chief External Relations Officer, Colorado Access
Colorado recently mailed notices to thousands of enrollees affected by changes under HR 1, but health plans had not yet received member-level information identifying exactly who those individuals were. Without that visibility, meaningful outreach becomes significantly more difficult.
The takeaway wasn’t simply to communicate more. It was to communicate with greater precision. Better data sharing between states and health plans will help ensure that people receive the right information at the right time, reducing unnecessary confusion while improving coverage continuity.
Member Experience Requires Cross-Agency Coordination
People don’t experience Medicaid the way agencies organize it. A beneficiary may receive notices from their Medicaid agency, managed care organization, CMS, the Social Security Administration, or a community organization, all while trying to understand a single question: Do I need to do anything to keep my coverage?
Kate Sawant challenged attendees to think beyond organizational boundaries.
“All that safety net benefits are is the government has shifted its org chart… it is a very non-user-centric experience.”
The conversation extended beyond communications. Leaders discussed opportunities for states, health plans, providers, and community organizations to coordinate outreach instead of operating independently.
Kate Sawant pointed to Maryland as an example, describing a coalition where the state and managed care organizations work together to align communications. Rather than sending disconnected messages from multiple organizations, the goal is to deliver consistent information through a coordinated outreach strategy that reduces confusion for beneficiaries.
As implementation continues, improving the member experience won’t depend on any single organization. It will require agencies to coordinate communications, share information, and design processes around the people they’re trying to serve rather than the systems that support them.
AI Should Solve Problems Agencies Don’t Have Time to Solve
Leaders framed AI as an opportunity to automate repetitive, time-intensive work that agencies have struggled to address because of staffing constraints. From eligibility reviews and document processing to member outreach and knowledge management, the conversation focused on using technology to give staff more time for the work that requires human judgment.
“What are the things that we aren’t doing because we don’t have enough time, we don’t have enough people? What can we do to have technology solve the time and people problems for us?”
Kevin Bagley, Former Medicaid Director, State of Nebraska
The discussion also recognized that AI isn’t just changing how agencies work. It’s changing how members seek information. Kate Sawant noted that beneficiaries are already using AI tools to answer questions about eligibility and community engagement requirements. If agencies don’t provide accurate, accessible digital resources, members will continue turning to tools that may not reflect current policy or state-specific requirements.
“Your consumers are already using AI to do all of the things that you haven’t put a tool out to do yet.”
Kate Sawant, General Manager of Healthcare, Propel
Agencies that use AI to reduce administrative burden, improve access to reliable information, and support staff will be better positioned to meet new requirements without expanding already stretched teams.
Community Engagement Requirements Will Be Won Through Partnerships
No single organization will successfully implement community engagement requirements alone.
States will depend on health plans for member engagement, community organizations for trusted local relationships, technology partners for scalable operations, and providers for reinforcing key messages. Success will come from connecting those efforts, not managing them in isolation.
Preparing for January 1, 2027 is an opportunity to strengthen operational processes, improve coordination across organizations, and create a better experience for the people Medicaid serves. The agencies making the greatest progress are already thinking beyond compliance and building the partnerships needed to support long-term success.
If your agency is evaluating its approach to community engagement requirements, we’d welcome the opportunity to continue the conversation. Whether you’re planning verification workflows, member communications, or implementation strategies, our team is here to help you navigate what’s ahead.
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