Most health systems don’t notice application sprawl as it happens. Instead, applications accumulate gradually as organizations evolve. A merger adds a new EHR. A billing department adopts a niche system. An ERP is replaced. Over time, many IT teams find themselves supporting 40, 60, or more applications, many of which no longer deliver meaningful value but continue to consume valuable resources.
That’s where application rationalization comes in. At Harmony Healthcare IT, we define application rationalization as the systematic evaluation of every application in a health system’s portfolio to determine which should remain active, be archived, or be retired—based on value, cost, risk, and use.
Why Application Rationalization Matters More Now
Legacy systems increase costs and introduce security risks for healthcare organizations. Maintenance and monitoring of these systems also places a significant burden on IT teams, most of which are already operating under resource constraints. In a recent survey of 146 hospital IT leaders by the 229 Project, “too many initiatives, not enough capacity” was cited as the most common internal tension facing IT teams.
That pressure is driving a shift toward consolidation. In the same survey, vendor consolidation ranked second among respondents’ “biggest strategic bets”—defined as the initiatives most likely to either deliver significant impact or fall short in a highly visible way—behind only enterprise AI and automation.
As Drex DeFord, Principal at the 229 Project and former health system CIO, noted, advancing AI will require difficult moves now, particularly around vendor consolidation and EHR optimization, to free up capacity and build the right foundation.
“Over the next 12 months, all healthcare orgs are going to lean into AI, from clinical frontlines to the back office,” he said. “To make capacity for those initiatives, and to prepare the ground for them, most of their energy will go into making sure those big AI bets have everything needed to succeed.”
A 3-Step Approach to App Rationalization, Archiving, and Decommissioning
As consolidation becomes a priority, organizations need a clear, structured approach for evaluating which applications to retain, archive, or retire. The following framework outlines how to move from evaluation to action.
Step 1: Build a complete system inventory
Before deciding which systems to keep or decommission, it’s important to have a clear picture of your current application portfolio. While this may sound straightforward, many organizations lack a consolidated, up-to-date inventory, especially for legacy systems that have been deprioritized over time.
A complete inventory should include both clinical and operational systems, including EHRs, ERPs, billing platforms, lab systems, and department-specific tools. Without this baseline, rationalization efforts stall before they start.
Step 2: Score and prioritize applications for archiving and decommissioning
Once you build your inventory, the next step is identifying and prioritizing systems that could be archived and decommissioned. Not every system will carry the same level of cost, risk, or operational importance. A structured scoring approach, that assesses applications across five dimensions, can aid in this process:
- Data retention requirements
- Clinical or operational value of data within the system
- Ongoing maintenance and support
- Archival complexity and cost relative to expected ROI
- Infrastructure requirements
For more guidance on how to assess based on these five dimensions, view our Legacy Data Scorecard.
Step 3: Move from prioritization to action
With a ranked application list in place, you can more easily determine which systems to retain and which systems to consolidate, archive, and/or decommission.
For more information on archiving and decommissioning, read our Guide to Legacy Data Management in Healthcare.
Getting Started
Application rationalization can feel overwhelming, particularly for organizations managing dozens or even hundreds of legacy systems. The good news is that a structured process, applied consistently, makes even large portfolios manageable.
At Harmony Healthcare IT, we’ve worked with more than 550 healthcare organizations and supported initiatives across more than 715 software brands. Our team brings deep experience in large, complex archiving efforts, reflected in multiple KLAS recognitions. Whether you’re mid-migration, planning a consolidation, or trying to gain control of a portfolio that has grown over time, we can help you move forward with confidence.
Ready to take stock of your application portfolio? Download our Legacy Data Scorecard to score and prioritize your applications, or contact Harmony Healthcare IT to talk through where to start.
