AI Voice Agents That Handle Real Conversations
Agentic AI & AutomationAgentic AI · Voice Agents

AI Voice Agents That Handle Real Conversations

Client: Confidential Client · Industry: Agentic AI & Automation

  • Agentic AI
  • Voice AI
  • Real-Time
01Overview

Natural pacing. Safe tool use. Hundreds of calls at once.

We built a voice-agent platform that automates inbound and outbound business calls — not with scripted bots that hang up on interruptions, but with agents that talk like humans and operate business systems mid-conversation.

The platform handles call scheduling, CRM updates, calendar bookings and more — all while maintaining sub-800ms response latency at hundreds of simultaneous calls.

02The Challenge

Existing voice bots collapsed the moment a caller went off-script.

Call-heavy businesses couldn't scale phone operations with the tools available. Every voice bot on the market worked perfectly until the caller interrupted, asked something unexpected, or needed a real answer — at which point it stalled, looped or dropped the call.

The problem wasn't the voice quality. It was that bots had no way to reason through a real conversation, and no safe mechanism to operate CRMs or calendars while talking — so every live system access required a human.

03What We Built

Real-time STT → LLM → TTS. Guardrailed tool calls. Natural turn-taking.

01
Real-Time Voice Pipeline

A continuous STT → LLM → TTS loop with interruption handling and natural turn-taking — the agent listens, thinks and responds in under 800ms at the 95th percentile.

02
Deterministic Tool-Calling Framework

Agents can operate CRMs, calendars and accounting systems mid-conversation — but only through a strict guardrailed framework. Zero unconstrained tool executions reach production.

03
15+ Native Integrations

Out-of-the-box connections to CRM, scheduling and accounting platforms — so agents can look up records, book appointments and log calls without leaving the conversation.

04
Batch Outbound Scheduler

Campaign-scale outbound calling with built-in do-not-call register washing — ensuring compliance at volume before a single call is placed.

04Impact

Sub-800ms. Guardrailed. Scales to hundreds of simultaneous calls.

<800ms

P95 Response Latency

End-to-end voice response — from the caller finishing their sentence to the agent's reply — at the 95th percentile.

0

Unconstrained Tool Executions

Every CRM, calendar and system action runs through the guardrail framework. No agent operates a live system without a validated, deterministic call path.

100s

Simultaneous Calls

The platform handles hundreds of concurrent inbound and outbound calls without degradation in latency or accuracy.

<0ms

P95 End-to-End Latency

0+

Native CRM Integrations

0s

Simultaneous Calls

0

Unconstrained Executions

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