Outbound AI calling isn’t just harder than inbound—it’s where most voice AI quietly breaks. This article explains why creating trust, speed, and intelligence in the first two seconds is the real frontier.

AI voice agents are rapidly becoming core mortgage infrastructure. This guide shows how they actually work, where they drive real ROI, and what it takes to deploy them safely at scale without breaking compliance or borrower trust.

Most startups focus on making voice agents sound human. At Marr Labs, we focus on making them useful. This post explains why the real breakthrough isn’t the voice, it’s the workflow behind it. From qualification to compliance to warm transfers, the future of voice AI is operational.