USE CASE

Real-time voice streams for intent recognition

Understanding customer intent is key to delivering fast, personalized service. To build accurate intent recognition, you need access to live voice streams and call metadata. iotcomms.io’s AI Connect Service bridges voice systems and AI/ NLU engines, streaming calls in real time so your models can detect intent instantly and trigger intelligent, automated responses.
KEY BENEFITS FOR INTENT RECOGNITION USE CASES
  • Real-time voice access

    The AI Connect Service streams voice and call metadata from voice systems to AI platforms, enabling real-time intent detection through NLU models.

  • Works with leading AI platforms

    Connects to Natural Language Understanding (NLU) engines such as AWS and Google Cloud, including Amazon Lex and Google Dialogflow.

  • Built for flexibility & scale

    Integrates smoothly with your existing setup and scales effortlessly to handle peak call loads. Hybrid deployment option for data privacy and trusted by security-sensitive, high-demand organizations.

The AI Connect Service for Intent Recognition

The AI Connect Service bridges telephony systems and AI analytics environments, delivering live voice streams and call metadata to your intent recognition engine in real time. This enables your AI to interpret caller purpose, spot key phrases, identify patterns, and automate workflows without the complexity of telecom integration.
THE CHALLENGE

Why accessing live voice streams isn’t always easy.

Building AI-driven intent recognition requires seamless access to voice streams and call metadata. However, telephony systems communicate via SIP and RTP, while AI platforms typically rely on WebSocket or REST interfaces.
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This mismatch forces developers into complex integration work, handling codecs, session signaling, and real-time delivery, just to feed audio into intent-recognition models. Even small latency can lead to missed intents or false triggers.

In short: you need a reliable bridge between the telephony and AI environments – one that manages voice stream delivery and metadata extraction, so your team can focus on intent detection and actionable insights, not telecom infrastructure.

The AI Connect Service captures live voice streams and call metadata from any SIP/SIPRec-enabled PBX or SBC and delivers them directly to your AI platform. This enables your AI models to detect customer intent in real time and respond intelligently.
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There’s no need to build or maintain custom telecom integrations. The AI Connect Service abstracts the complexities of SIP protocols, call routing, and media handling – extracting meaningful call data from SIP signaling and live voice streams – so your developers can focus on creating powerful intent recognition solutions.

The service integrates natively with AWS and Google Cloud AI ecosystems, supporting tools such as:

  • Amazon Lex
  • Google Dialogflow
  • Google Contact Center AI (CCAI)


These integrations enable AI workflows with natural language understanding (NLU) for intent detection, slot filling, and multi-turn dialogues.

The service supports both cloud and hybrid deployment to meet strict data-residency or compliance requirements.

Explore the service specifications.

THE SOLUTION

How we solve it for you.​

THE OUTCOME

What this enables for you.

By bridging the gap between telephony systems and AI platforms, the AI Connect Service delivers live voice streams and call metadata reliably, securely, and in real time. Your team can focus on refining intent models and automating responses – not managing SIP protocols, call routing, or media handling.

Powering Intent Recognition With Ease

Unified access to telephony systems

Use a single, consistent interface to connect with a variety of telephony systems. No need for specialized telecom knowledge – integration and application development become faster and simpler.

Reduced telecom complexity

The AI Connect Service manages SIP protocols, call routing, and media handling, freeing your developers to focus on intent and conversation logic instead of handling telecom infrastructure.

Built-in privacy and compliance

Handles sensitive voice data securely, following regulatory standards like GDPR & HIPAA. Supports hybrid deployments for full data control.

Scalable and reliable

Designed for high-volume environments, the service scales seamlessly to handle peak call loads while maintaining reliability and low latency.

Learn more about how the AI Connect Service simplifies access to voice streams and call metadata.
OTHER USE CASES

Beyond Intent Recognition

The AI Connect Service also powers solutions for real-time transcription, sentiment analysis, fraud detection, agent assistance, and other AI-driven voice analytics – all made possible through the same real-time access to voice streams and call metadata.
Connect voice streams and metadata to your analytics platform for real-time transcription

Real-time Transcription

Connect voice streams and metadata to your analytics platform for sentiment analysis

Sentiment Analysis

Capture call metadata in real time to fight fraud

Fraud Detection

Connect voice streams and metadata to your analytics platform to enable agent assist

Agent Assist

Have questions or want to see the AI Connect Service in action?

Fill out the form, and we’ll show how the AI Connect Service simplifies the collection of call metadata and live voice streams, enabling real-time intent detection for every call!

Have questions or want to see the AI Connect Service in action?

Fill out the form, and we’ll show how the AI Connect Service simplifies the collection of call metadata and live voice streams, enabling real-time intent detection for every call!