Health systems

AI-assisted diagnosis, triage, and care delivery introduce insurability challenges that are not reducible to error rates or clinical outcomes.

As decision authority is distributed across models, vendors, institutions, and clinicians, attribution collapses. Liability diffuses. Governance becomes procedural rather than enforceable.

Structural non-insurability in health systems typically emerges before visible clinical failure. Coverage narrows not because outcomes deteriorate sharply, but because responsibility can no longer be clearly assigned or enforced.

Structural insurability stressors