AI & Voice8 min read
A/B Testing AI Prompts Safely in Production
Experiment design for voice AI: sample sizes, guardrails, rollback plans, and ethical testing practices.
Change one variable
If you alter tone, branching, and offer simultaneously, you will not know what worked. Keep experiments narrow and time-boxed.
Guardrails first
Define prohibited claims, escalation triggers, and fallback behaviors before increasing traffic.
Measure business outcomes
Lift in “pleasantness” is meaningless if booked meetings drop. Tie tests to qualified meetings and downstream revenue stages when possible. Learn more about our approach on the homepage.