BEFORE — FLAT HOURLY MODEL
- Revenue capped by the clock, not the workload
- Idle and underused GPU hours earn nothing extra
- Value leaks away at low utilization
- Complex custom billing stacks to build and maintain
- Consumption invisible — revenue guesswork