Based on a synthesis of 250 SaaS team ROI surveys, vendor disclosures, and Perspective AI customer benchmarks from Q1–Q2 2026, SaaS organizations that replaced legacy survey tools (Typeform, SurveyMonkey, Qualtrics, Medallia) with conversational AI reported a median annual savings of $284,000, a 6.2x faster…