Everything before the answer Supply, delivery, exposure. Benchmarks hand the model a fully-specified
vignette — perfect exposure by construction. In deployment, whether output was generated, delivered, and opened is the
first half of the funnel, and it lives only in the vendor's database.
Adoption Task benchmarks grade output quality, never whether anyone accepted it. The decisive
click happens where analytics SDKs aren't, and vendor staff pass through the same UI as customers — attribution has to
be earned.
The workload denominator Time saved per appointment-day — the number clinicians actually care
about — is measured nowhere in the public literature. DAU-style metrics measure the clinic schedule, not the tool.