Overall Risk Summary
The core risk is economic migration, not product existence. Five9 already has real scale, real customers, and real cash flow, but it must prove that AI raises spend per customer through workflow control, trust, and outcomes before seats, point tools, and bundled suites compress legacy pricing. The critical proof gates are August results, referenceable Voice AI production wins, and evidence that AI attach improves retention and revenue mix.