AI tools have made it dangerously easy to "just build" a solution that “handles” incentive compensation management.
But does it actually work?
Before your sales ops team prompts their way to a sales commission catastrophe, learn what to expect when building vs buying an incentive compensation management software, including:
- The real cost of homegrown ICM — beyond engineering hours, what it actually costs in compliance risk, rep disputes, and attrition
- The vibe coding & LLM trap — why AI-generated comp tools feel like a shortcut but create a black box nobody can audit or defend
- 6 questions to stress-test any build decision — from TCO to security to what happens when the person who built it leaves
- When homegrown systems quietly become a liability — the 8 limitations and risks that sneak up on growing teams
- How Xactly's customers achieve 99.6% commission forecast accuracy — and what that means for rep trust and sales productivity
