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AI Bubble or Sustainable Growth? Here Are 2 Healthcare Companies Harnessing AI for the Long Term.

By Mark GrundellYahoo FinanceJanuary 23, 2026 at 11:50 PMBullish1 min read

GE HealthCare, UnitedHealth Group Exemplify AI's Real-World Impact on Margins

In a market skeptical of AI valuations, discerning investors are prioritizing 'tangible AI'—applications that deliver measurable efficiencies in non-tech sectors. Healthcare, due to its data intensity, offers prime opportunities.

Analyst sentiment: Bullish
What to watch next

Upcoming FDA approvals for AI-driven medical devices and AI adoption in value-based care models are key future catalysts.

Key Takeaways

  • 1GE HealthCare is utilizing AI-driven algorithms like Sonic DL to radically speed up MRI scan times, enhancing provider productivity and patient experience.
  • 2The healthcare sector offers a 'defensive' AI play, trading at more reasonable multiples compared to the high-beta semiconductor and software-as-a-service sectors.
  • 3Proprietary clinical datasets held by established healthcare giants are becoming the primary competitive advantage for training specialized, high-accuracy medical AI models.
  • 4Regulatory tailwinds, including clarified FDA pathways for AI software as a medical device (SaMD), are accelerating the commercialization of clinical AI tools.

As the broader technology sector faces scrutiny over artificial intelligence valuations, the focus of sophisticated investors is shifting toward 'tangible AI'—companies applying large language models and machine learning to drive measurable efficiency in non-tech verticals. Healthcare stands as a primary beneficiary due to its data-intensive nature and high administrative costs. The transition from speculative AI hype to sustainable growth is characterized by companies like GE HealthCare and UnitedHealth Group, which integrate AI into diagnostic imaging and claims processing, respectively. GE HealthCare (GEHC) is leveraging AI to improve image quality and reduce scan times, directly impacting hospital throughput and CAPEX ROI. Meanwhile, the sector trend shows a move away from 'AI-first' startups toward established incumbents that possess the proprietary datasets necessary to train effective models. This structural advantage creates a moat that is difficult for new entrants to replicate. Investors should monitor upcoming FDA approvals for AI-enabled medical devices and the ongoing integration of AI into value-based care models, as these will serve as the primary catalysts for long-term margin expansion within the healthcare-IT intersect.

As the broader technology sector grapples with the intense scrutiny of artificial intelligence valuations, sophisticated investors are increasingly focusing on 'tangible AI.' This denotes companies that are effectively deploying large language models and machine learning to achieve measurable operational efficiencies in non-tech verticals. Healthcare stands out as a prime beneficiary, given its inherently data-intensive nature and substantial administrative costs. The sector is witnessing a pivotal shift from speculative AI hype towards more sustainable growth models, where established incumbents leverage AI for real-world impact. GE HealthCare (GEHC) exemplifies this trend by integrating AI to enhance diagnostic imaging. Their AI-powered solutions improve image clarity and significantly reduce scan times, directly translating into better hospital throughput and a stronger return on capital expenditures. Similarly, UnitedHealth Group is applying AI within its extensive operations to optimize claims processing, reducing administrative burdens and costs across its healthcare ecosystem. This strategic adoption by established players underscores a broader sector movement away from 'AI-first' startups. These incumbents possess proprietary datasets crucial for training effective AI models, creating a significant competitive moat against new market entrants. Investors should closely monitor impending FDA approvals for AI-enabled medical devices and the continuous integration of AI into value-based care models. These developments will serve as the primary catalysts driving long-term margin expansion and sustainable growth within the healthcare-IT intersector.

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