Ai4: Voice AI Benchmarks & Customer Successes (Ballroom D)

​Join us in Ballroom D to learn about what separates Voice AI deployments that deliver measurable business results from those that never make it past the pilot stage.

​Drawing on insights from more than 500 million customer conversations, this session explores the benchmarks, implementation patterns, and real-world lessons behind successful Voice AI deployments across inbound and outbound customer engagement.

​You'll hear practical examples from organizations using Voice AI in production, learn what drives stronger customer outcomes, and discover the common pitfalls that stall adoption.

​Whether you're evaluating Voice AI or looking to scale an existing deployment, you'll leave with actionable insights on what it takes to move from experimentation to real business impact.

​Join us at Ai4