Healthcare Firms Shift Toward Buying AI Technology
Healthcare providers and payers are prioritizing third-party AI software over building proprietary internal tools.
Updated on Oct. 20, 2026 in Healthcare
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Healthcare organizations are increasingly opting to purchase AI technology from outside vendors rather than developing internal systems. This shift is driven by a need for rapid implementation and clear financial performance.
Why it matters
Organizations are turning to external vendors because they lack the capacity to keep pace with rapid AI development on their own. Return on investment has emerged as the critical factor guiding these purchasing decisions.
A survey of 62 senior leaders found that 75% of providers and 69% of payers are prioritizing AI implementation. Meanwhile, 54% of payers indicate a preference for purchasing AI technology rather than building it in-house.
The players
Define Ventures
Define Ventures is an investment firm that conducts industry surveys to analyze trends in healthcare technology and digital health innovation.
The details
Organizations are currently prioritizing the redesign of internal workflows to support new AI tools, with 82% of providers identifying workflow integration as their primary implementation hurdle. Consequently, the industry is moving away from bespoke builds in favor of commercially available vendor solutions.
Timeline
2024 served as the baseline year for AI budget and purchase survey data.
2026 marked the period for current survey data collection.
Over the next one to two years, organizations expect shifts in dominant AI pricing models.
Market Landscape
This move toward vendor-purchased AI mirrors the broader corporate trend of prioritizing agility and cost control over internal software development. It positions third-party AI vendors as the primary winners in the race to modernize healthcare infrastructure.
Patients may notice faster administrative processing as healthcare systems adopt these ready-made AI tools. However, the focus on rapid ROI could lead providers to prioritize short-term efficiency gains over longer-term patient care enhancements.
The takeaway
The move toward buying AI highlights a shift toward standardization in the healthcare sector. Leaders should ensure that vendor-provided tools align with long-term clinical needs rather than just short-term financial targets.
Further reading
For more on industry shifts, explore the Healthcare section.
Source note: This article includes information reported by TechTarget.
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