USE CASE

Real-time sentiment insights from live voice

Understanding sentiment provides valuable insight into customer emotions. To analyze it in real time, you need access to live voice streams and call metadata. iotcomms.io’s AI Connect Service bridges telephony systems and AI platforms, streaming calls as they happen so your models can detect sentiment instantly to improve service quality and agent performance.
KEY BENEFITS FOR SENTIMENT ANALYSIS USE CASES
  • Real-time emotional insights

    The AI Connect Service streams voice and call metadata directly to your AI platform, enabling instant sentiment detection for live customer interactions.

  • Seamless integration with AI ecosystems

    Connects to Natural Language Understanding (NLU) platforms such as Amazon Lex and Google Dialogflow.

  • Flexible, scalable performance

    Integrates effortlessly with existing voice infrastructure and scales to handle high call volumes. Hybrid deployment option for data privacy and compliance in demanding environments.

The AI Connect Service for Sentiment Analysis

The AI Connect Service gives your sentiment analysis platform direct access to live voice streams and call metadata from any SIP/SIPRec-based voice system. This allows your AI models to analyze tone, pace, and emotions in real time – without the complexity of SIP protocols or telecom integration.
THE CHALLENGE

Why capturing real-time sentiment isn’t always easy.

When you’re building sentiment analysis solutions, getting live audio from telephony systems can be challenging. Traditional voice platforms weren’t designed to share real-time streams or call metadata in formats that modern AI platforms support.
Continue reading

To capture emotions accurately, your AI needs voice data streamed instantly to ensure every tone, pause, and inflection is preserved for analysis. Any delay can reduce the quality of your sentiment signals.

Another complexity is integration. The telecom world relies on SIP, RTP, codecs, and signaling, while sentiment analysis platforms typically use WebSocket or REST callbacks. Bridging these environments can turn into long, costly integration work your developers shouldn’t have to deal with.

In short: you need a bridge between telephony and AI systems that delivers live voice streams and call metadata consistently, so your team can focus on extracting sentiment insights, not managing SIP.

The AI Connect Service captures real-time voice streams and call metadata from any SIP/SIPRec-based PBX or SBC and delivers them directly to your AI platform. It ensures reliable, low-latency delivery, allowing your models to detect sentiment as the conversation happens.
Continue reading

You don’t need to build or maintain custom telecom integrations. The AI Connect Service abstracts SIP protocols, call routing, and media handling, so your developers can focus on building better insight models.

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

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


These tools enable conversational AI workflows with Natural Language Understanding (NLU) for sentiment detection and emotion-based analytics.

Get the details in the service specifications.

THE SOLUTION

How we solve it for you.​

THE OUTCOME

What this enables for you.

By bridging the gap between telephony and AI platforms, the AI Connect Service helps you build and deploy sentiment-analysis solutions faster, securely, and at scale. You gets a solid data foundation for accurate sentiment detection and your team can focus on refining AI models, visualizing sentiment trends, and delivering actionable insights to your customers – not managing complex telecom integrations.

Powering Sentiment Analysis With Ease

Unified access to telephony systems

Use a single, consistent interface to connect with a variety of voice systems. No specialized telecom expertise required – integration and application development become faster and simpler.

Reduced telecom complexity

The AI Connect Service handles SIP protocols, call routing, and media handling, freeing your developers to concentrate on building powerful sentiment analysis solutions.

Built-in privacy and compliance

Handles sensitive voice data securely, adhering to standards like GDPR and HIPAA. Hybrid deployment option ensures full control of data.

Scalable and reliable

Designed for high-demand environments, it scales effortlessly to support high call volumes while maintaining low latency and high availability.

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

Beyond Sentiment Analysis

The AI Connect Service also powers solutions for real-time transcription, intent recognition, 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 intent recognition

Intent Recognition

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 live voice access to power real-time sentiment analysis across every customer interaction!

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 live voice access to power real-time sentiment analysis across every customer interaction!