Why Cloud-Native Radiology Infrastructure Will Define the Next Decade
Radiology is being asked to do more than ever before. Outpatient imaging volumes are projected to rise by roughly 10% over the next decade, with advanced modalities like CT and PET growing even faster. Imaging now plays a role in more than half of emergency department visits and nearly 15% of all patient encounters. At the same time, the workforce is strained, burnout is rising, and reimbursement pressure continues to tighten margins.
In our new eBook, Radiology at a Breaking Point: Why Infrastructure, Not Features, Will Define the Next Decade, we explore why the future of imaging will be determined not by incremental feature upgrades but by foundational architectural change.
The Problem: A System Built for Another Era
For more than 25 years, radiology technology developed in silos. As a result, radiologists are manually stitching together systems and context across tools, thereby increasing their complexity and cognitive load. Cameron Andrews, Founder & President of Sirona Medical, said, “The industry perfected viewing, voice, and orchestration—but never the system. The ceiling isn’t performance; it’s architecture.”
In the 2023 Medscape Radiologist Lifestyle & Burnout Report, 54% of radiologists reported feeling burned out. They cited the top reasons as bureaucratic tasks, legacy software, and fragmented systems. Burnout impacts retention, turnaround times, referring physician satisfaction, and ultimately, patient care.
The Economic Reality: Fragmentation Is Expensive
The financial burden of legacy systems is staggering. Reimbursement pressures and staffing shortages limit the ability to offset inefficiency with volume. Fragmentation is no longer just a workflow inconvenience; it’s an economic liability.
For private practices with on-prem hardware:
- $250K–$500K in annual IT operating costs
- $500K–$1M capital refresh every five years
For health systems:
- $4–6M refresh cycles every 5–7 years
- $1M+ in annual system maintenance
Why Cloud-Native Changes the Equation
True cloud-native radiology isn’t just “PACS hosted somewhere else.” It’s a unified operating system built from the ground up. When infrastructure is unified, images, reports, priors, and measurements share context. AI operates inside the workflow, upgrades don’t require downtime, and radiology truly becomes untethered.
Yet cloud alone isn’t enough. What changes everything is a unified data model, one system where images, text, measurements, annotations, and AI outputs live in the same context.
As one radiologist noted during an industry discussion, “Everyone talks about speed. The real gains come from eliminating fragmentation. When everything speaks the same language, you don’t need to go faster—you just stop slowing down.” If the benefits are so clear, why hasn’t this already happened? Because rebuilding radiology infrastructure properly is extraordinarily difficult. Many vendors attempted unification through acquisition, but stitching legacy applications together only creates more fragmentation. True transformation requires rebuilding from the ground up. Sirona Medical was founded on a simple belief: radiology deserves a modern foundation. Instead of layering tools onto aging systems, Sirona rebuilt the imaging platform as a single, multi-tenant, cloud-native radiology operating system.
Read the Full eBook
The pressures facing radiology are not temporary. Download the full eBook to explore:
- The economic case for cloud-native radiology
- How unified data models eliminate fragmentation
- What to look for when evaluating cloud vendors
- Why infrastructure will define the next decade