Outcome-Based Pricing Pilots in B2B SaaS
Enterprises are demanding outcome pricing, but pilots fail when contracts don't define success.
Yuki Okafor
Section
7 stories in Model Switch Experiments.
Enterprises are demanding outcome pricing, but pilots fail when contracts don't define success.
Annual billing locks in churn wins but compresses expansion into two narrow contract windows.
Most PLG teams optimize for the wrong conversion metric before running any experiments.
Dramatic cost shifts and model efficiency traps reshape how AI products should price their usage.
Infrastructure SaaS companies are adopting hybrid pricing as standard.
The credit unit's design shape matters far more than the metering tooling you pick first.
AI workloads shatter per-seat pricing, forcing SaaS companies to measure usage instead.