Chiropractors

Venture-backed digital MSK platforms — Hinge Health ($100M+ revenue, 2M+ users), Kaia Health, Sword Health, and Amazon's nascent One Medical MSK integration — are capturing mild-to-moderate musculoskeletal patients at the top of the care funnel through employer health benefits, insurance partnerships, and direct-to-consumer apps. These platforms use AI-guided exercise, computer vision movement coaching, and behavioral health integration to manage conditions that would historically have generated chiropractic referrals. Hinge Health published RCT data showing 68% pain reduction for chronic low back pain, actively undercutting the clinical narrative that hands-on care is necessary for these presentations.

FDA-cleared AI radiology tools (Gleamer, Aidoc, Intelerad, Nanox.AI) are achieving radiologist-level sensitivity and specificity for the MSK imaging interpretations chiropractors routinely perform — vertebral fracture detection, disc space assessment, spondylolisthesis grading, and scoliosis mensuration. These tools are being integrated directly into PACS systems and chiropractic EHRs. Simultaneously, AI spine mensuration software automates Cobb angle measurement, Harrison posterior tangent analysis, and digital postural analysis — procedures some chiropractors bill separately as specialized analytical services. As these tools become standard, the technical skill component of imaging interpretation is commoditized.