The hard part is keeping points meaningful and consistently redeemable — without creating a permanent internal loyalty operations burden.
This is designed to make experimentation safe.If a capped pilot doesn't demonstrate measurable lift within the defined budget ceiling, you don't scale. No open-ended commitment. No runaway liability.