Hinge Health cross border AI scaling

This reveals that Hinge Health is trying to turn MSK care from a labor heavy local service into software that can travel. Its core product lets members do guided exercises in an app, while computer vision measures joint angles, symmetry, and endurance, and Robin handles instant support. That matters internationally because software and centralized clinical design are easier to replicate across countries than building a large local therapist workforce from scratch.

• Hinge launched Hinge Health Global in May 2024, starting with Canada, the UK, Ireland, France, Germany, and the Netherlands, with plans to reach 40 plus countries in 2025. Public filings also say Canada opened in Q3 2024 and several European countries were planned for the first half of 2025.
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• The economics work because the app replaces much of the therapist time that traditional physical therapy requires. Hinge says its AI powered motion tracking cuts human care team hours by about 95%, which lines up with its 77% gross margin in 2024 and makes each new geography less dependent on local hiring.
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• A useful comparison is Maven Clinic. Maven scales globally through a large provider network across 175 plus countries, while Hinge is pushing more of the care interaction into software. That means Hinge can enter markets with less clinician operations overhead, while still using humans where regulation or escalation requires it.
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The next step is a more mixed model where AI handles routine exercise guidance and triage, and humans step in for harder cases, in person referrals, and regulated touchpoints. If that model keeps working, cross border expansion in MSK care will look less like opening clinics country by country, and more like localizing a proven software workflow.