Over the next five years, the Federal Government will distribute $50 billion to all 50 states to support rural health transformation. But we can’t celebrate the success of this program prematurely. States must invest in sustainable foundations so that when the funding sunsets in 2031, investments continue to create sustainable value in rural communities.

The Rural Health Transformation Program represents an unprecedented federal investment to strengthen rural healthcare infrastructure, expand access to care, and build sustainable care delivery models. Awards were announced on December 29, 2025, with states receiving an average of $200 million in first-year funding. Iowa has already moved to implementation, becoming the first state in the nation to issue RFPs and award more than $78 million for medical equipment and workforce recruitment.

But funding is just the starting line. The strategic choices states make now will determine long-term impact – and sustainability for rural health providers.

The Sustainability Question

Even with an upcoming windfall, every state official and rural hospital administrator is quietly calculating: $200 million divided across an average of 80 rural hospitals per state. That's roughly $500,000 per hospital per year. It's enough to make meaningful investments, but not enough to solve every problem. And it will be hard to identify investments that deliver long-term, sustained value that outlasts the funding source.

The sustainability imperative is even more acute when you consider the broader policy context. While RHTP provides $50 billion over five years, the same legislation that created the program is projected to reduce rural Medicaid funding by $137 billion the next decade. RHTP isn’t a windfall. It’s a bridge. And bridges need to be built strategically – to support today’s traffic, and serve as long-term infrastructure as needs grow.

CMS explicitly understands this tension. When Maine received its RHTP award, CMS asked a pointed question that every state should be wrestling with: "How will small rural providers develop and sustain the capacity needed for advanced payment models?" North Carolina officials emphasized the need for "clear criteria to govern partnerships and sustainability." These are strategic questions that get to the heart of what RHTP should accomplish.

The smartest states aren't asking "what can we buy?" They're asking "what foundation can we build that keeps delivering value for our rural hospitals after federal funding ends in 2031?"

State Priorities, and What They Reveal

Technology is central to nearly every state’s transformation plan. But not all technology investments are created equal.

Regional collaboration and hub-and-spoke models dominate state strategies. California, Idaho, North Carolina, and dozens of other states are establishing networks that allow small rural hospitals to share resources, coordinate specialty access, and distribute operational costs across multiple facilities. These models recognize a fundamental reality: a 25-bed critical access hospital cannot build and maintain sophisticated technology infrastructure alone. But five hospitals working together can. This was a lesson we originally learned as Health AI Partnership brought together a practice network of these facilities; states would be wise to heed those learnings.

Interoperability and data-sharing platforms appear in nearly every state application. Before states worry about building new systems, they need to connect existing ones. The emphasis is on closed-loop referral systems, unified health information exchanges, and data frameworks that enable providers to coordinate care across organizational boundaries. This reflects hard-earned wisdom: fragmented data creates fragmented, less effective, care.

AI-enabled clinical tools are gaining traction, particularly for workflow optimization and clinical decision support. Maryland, Minnesota, Nevada, and Virginia explicitly proposed AI for operational efficiency. States are exploring clinical decision support tools to extend specialist expertise, automate workflows to help rural providers do more with limited staff, and predictive tools to enable earlier clinical interventions. Alaska even proposed consumer-facing AI tools to improve patient access and navigation.

Telehealth expansion remains foundational and is evolving beyond simple video visits. States are investing in remote patient monitoring, specialty e-consults, and hub-and-spoke telehealth networks that connect rural EMS, hospitals, and regional medical centers. The goal is integrated access that keeps care local while bringing specialist expertise to rural settings.

How states are thinking about priorities is notable. The emphasis is on integration, shared infrastructure, and sustainable models rather than point solution purchases.

The Infrastructure Choice Unlocks Long-Term Value

Here's where state strategies diverge, and where consequences will compound over time.

Some states are approaching RHTP as a procurement exercise: evaluate AI solutions one by one, contract with vendors offering the most attractive demos, and implement each tool in a silo. It's an all-too familiar path. It's also the one that leads to technical debt, vendor lock-in, and solutions that work in sales presentations but struggle in clinical practice.

Other states will recognize that successful AI deployment requires foundational infrastructure first. Not infrastructure in the abstract sense, but specific capabilities that rural health systems need to evaluate, implement, and monitor multiple AI solutions efficiently: data curation that normalizes messy healthcare data into formats AI can actually use; standardized runtime environments that let you test multiple solutions without rebuilding your technical stack each time; and comprehensive monitoring that tracks whether solutions are improving outcomes.

The difference matters enormously for sustainability. Without shared infrastructure, each new AI solution requires months of custom integration work, specialized IT expertise that rural hospitals don't have, and ongoing maintenance costs that persist long after federal funding ends. With platform infrastructure, states and rural health providers can accelerate implementation, decrease costs through shared resources, and objectively evaluate which solutions actually work in their environment before committing to long-term contracts.

The temptation may be to rely on existing EHR vendors for AI capabilities. It's convenient. The integration seems easier. But convenience has costs: limited ability to choose best-in-class solutions for each use case, vendor control over your roadmap rather than alignment with your priorities, and minimal transparency into how well AI solutions are performing. Most critically, EHR vendors benefit from keeping you within their ecosystem, not from helping you evaluate whether external solutions might serve your clinicians and patients better.

Platform infrastructure enables a different approach: states and hospital networks can serve as infrastructure sponsors, allowing multiple rural hospitals to access capabilities that none could afford individually. It's the hub-and-spoke model applied to technology: centralized infrastructure supporting distributed implementation.

What Comes Next

RHTP funding creates a rare opportunity to build technology infrastructure that outlasts the five-year funding window. But seizing that opportunity requires strategic clarity about what distinguishes sustainable investments from expensive pilot projects.

In the next piece in this series, we'll examine the evaluation framework state officials and rural hospital leaders need to assess AI infrastructure investments: which questions separate solutions that will deliver measurable outcomes from those that will create technical debt and vendor lock-in, and how to structure procurement to ensure RHTP dollars build lasting capabilities rather than band-aid temporary fixes.

The funding is here. The next choices about implementation and prioritization will determine whether we get true transformation, or further entrench long-standing problems and find ourselves standing in the same spot five years from now.