Is AI Adoption Outpacing Infrastructure? Part 2 - Takeaways - MDSpire
Coming Soon: Introducing MDSpire News. Learn more
Conexiant’s news site is now MDSpire News. Learn more

Is AI Adoption Outpacing Infrastructure? Part 2

  • By

  • Helen Bristow

  • September 25, 2026

  • 10 min

Share

  • 1

    AI-only biomarker tests are emerging, increasing the urgency for digitally enabled pathology labs.

  • 2

    Data quality is a significant bottleneck for successful AI deployment in pathology.

  • 3

    Variations in laboratory processes can lead to incorrect treatment decisions, highlighting the need for data consistency.

  • 4

    Integrated pilots are essential for testing AI solutions in real-world environments and identifying potential issues.

  • 5

    Sustainability of AI in pathology requires understanding its clinical value and ensuring reimbursement mechanisms.

Original Source(s)

Related Content