Scorecards travel well
Portable scores make adoption easier because partners do not need a full case UI first.
Adoption should move through product proof, low-friction integration, partner deployment, and conformance — across every pack family, not just one.
Portable scores make adoption easier because partners do not need a full case UI first.
Adopters keep coming back when the engine tells them what to fix next.
Partner-safe outputs reduce friction without creating a hidden black box.
Conformance vectors stop partner drift before it becomes a support burden.