Case Stories

Zero AI hang-ups in one week: Inside the CDMX sales floor running GPT-5.6 Sol

How a 45-seat Mexico City outbound sales floor eliminated a 41% immediate hang-up rate by dropping legacy voice wrappers for raw API speed.

KytoAI & Automation Firm
·
August 17, 2026
0

Key Takeaways

  • 1A 3-second API delay on cold calls creates an immediate 41% hang-up rate.
  • 2Swapping legacy wrappers for direct WebRTC connections cuts latency to milliseconds.
  • 3Raw API speed eliminates the need to pay for filler words like 'umm' and 'ahh'.

The breaking point: 41% of connected calls were terminated by the prospect within the first 5 seconds. The operation was paying per minute just to get hung up on.

  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop
  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop
  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop
[@portabletext/react] Unknown block type "tableBlock", specify a component for it in the `components.types` prop

**Action Plan:** Audit your current AI voice agent's Time to First Byte (TTFB). Record a test call and measure the exact milliseconds between you saying 'Hello' and the agent responding. If it is over 800ms, your prospects are already thinking about hanging up. You can measure this today without hiring an engineer.

  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop
  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop
  • [@portabletext/react] Unknown block type "span", specify a component for it in the `components.types` prop

Frequently Asked Questions

Why do AI voice agents have a delay before speaking?

Most AI voice agents rely on conversational wrappers that act as middlemen between the telephony provider (like Twilio) and the LLM. Processing audio, converting it to text, generating a response, and converting it back to audio causes compounding latency.

How do you eliminate AI voice latency?

By bypassing legacy wrappers entirely and using a direct WebRTC connection from your telephony provider to high-speed endpoints like OpenAI's GPT-5.6 Sol Ultrafast mode.

Case StoriesAI VoiceSales AutomationLatency
Share this article

Kyto

AI & Automation Firm

We design and build AI automations and business operating systems. Agency results + Academy sovereignty.

Ready to automate?

Let's Build Your Operating System.

Book a free discovery call to see how AI automation can transform your operations.

Book Discovery Call