“Benchmarking works at multiple levels: internally over time, or externally against peer cohorts, replacing opinion with evidence.”
Healthcare organizations often expect that upgrading an ERP system will unlock major improvements in cost management and value analysis. It’s an appealing idea; new system, better results. But ERP platforms are fundamentally transactional tools. They do a great job capturing operational data, but they’re not designed to uncover savings opportunities or drive value analysis on their own. The real value comes from what you do with the data afterward.
ERP Systems Are Operationally Critical but Strategically Limited
ERP systems are essential to daily operations, but they rarely provide the insight needed for meaningful cost optimization. They can tell you what happened, but not always what it means.
High-performing organizations recognize this. Instead of relying on ERP alone, they build additional layers that transform raw data into usable insight. Because having data is easy. Turning it into direction is the real challenge.
Data Integrity Is the Foundation of Meaningful Analysis
Even the best analysis falls apart if the underlying data isn’t clean and consistent. Classification systems like UNSPSC help organize data, but only if they’re actively maintained. Without that discipline, small errors add up quickly, and it only takes a few misclassified items to damage confidence in the entire analysis.
That’s why data governance isn’t optional. It has to be ongoing, intentional, and part of how the organization operates every day.
Building a Data Warehouse Unlocks Deeper Insight
Leading organizations go beyond ERP reporting by building or adopting structured data environments designed for analysis. This is where things start to change.
Once data is clean and organized, you can apply benchmarking, utilization analysis, and value analysis in a much more meaningful way. Without that foundation, even advanced tools, including AI, will struggle to produce reliable results.
And analysts become more than data pullers. They become validators and translators, ensuring data is accurate and actually usable for decision-making.
Moving Beyond Spend Data Alone
Spend data is where most teams start. It’s visible, familiar, and easy to track. But on its own, it rarely tells the full story.
Higher spend doesn’t always mean inefficiency, and stable spend doesn’t always mean performance is optimal. Too often, value analysis/supply chain teams chase spend changes without understanding what’s driving them.
Spend tells you what is happening but rarely tells you why.
Strong Evidence Helps You Focus Where It Matters Most
The real challenge in value analysis isn’t finding data. It’s deciding where to focus. With limited time and resources, prioritization is everything. Without strong evidence, teams often chase the most visible problems instead of the most meaningful ones.
A better approach is to combine spend with context (utilization, volume, and operational metrics) to separate signal from noise and focus where it truly matters.
Benchmarking Turns Data into Actionable Evidence
Benchmarking is often misunderstood as simple comparison, but it’s really about context and performance. Instead of just looking at spend, benchmarking connects cost to activity-based metrics. For example, evaluating cost per adjusted patient day can completely change how a category is interpreted.
What looks like a problem in isolation may actually be expected performance, or the reverse. Even better, benchmarking works at multiple levels: internally over time, or externally against peer cohorts. Either way, it replaces opinion with evidence.
Applying Benchmarking at the Category Level
The real power of benchmarking shows up when it’s applied at the category level, not just high-level dashboards. This is where you start to see whether variation is driven by price, utilization, or process differences. But it only works if data is consistently structured and maintained. Without that, benchmarking becomes noise instead of insight.
Turning Insight into Real Impact
Once benchmarking is in place, decision-making becomes more focused and far less reactive. Instead of chasing every fluctuation, teams can zero in on real opportunities such as overutilization, inefficiencies, or variation in practice.
It also provides a way to confirm whether changes are actually sticking. And often, the sustained results are better than expected.
Elevating Your Value Analysis Strategy
ERP systems are the starting point, not the solution. Real impact comes when organizations move beyond transactional data and start building discipline around how that data is used.
That means:
- Keeping data clean and consistently managed
- Building structured environments for analysis
- Expanding analyst roles into validation and insight
- Using benchmarking to guide focus and confirm outcomes
Most organizations already have the data they need. The difference is whether they’re just reporting on the past or actually improving what comes next.
Because the real advantage isn’t more data. It’s finally using it in a way that actually moves the needle.
Article by:
Danielle Miller, Healthcare Supply Chain Analyst, SVAH Solutions
Danielle is a healthcare supply chain analyst at SVAH Solutions with more than 14 years of experience in healthcare supply chain management and value analysis. She supports cost optimization, savings validation, benchmarking, and category management initiatives and serves as Managing Editor of Healthcare Value Analysis and Utilization Management Magazine.
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