USE CASE

Capture call metadata in real time to fight fraud

AI and machine learning play a key role in detecting and preventing fraudulent calls – but it starts with access to call metadata. Explore how iotcomms.io’s AI Connect Service helps you bridge call metadata from any SIP/SIPRec compliant voice platform to your AI analytics application, so you can focus on catching fraudsters.
KEY BENEFITS FOR FRAUD USE CASES
  • Seamless connection between systems

    The AI Connect Service acts as the bridge between the voice infrastructure and AI environment, delivering call metadata in real time to power fraud detection use cases.

  • Real-time access to critical data

    Get instant delivery of call metadata and, when needed, voice streams, so your AI tools can act on live insights the moment they happen.

  • Integration for your specific needs

    Free your developers from integration work so they can focus on building effective fraud detection solutions.

The AI Connect Service for Fraud Detection

The AI Connect Service delivers key call metadata and when needed, live voice streams, from telephony systems to the platform you use for fraud detection. This provides the reliable data foundation your AI models need to detect anomalies, authenticate callers, and stop fraud before it happens.
THE CHALLENGE

Why accessing call metadata isn’t always easy.

When you are building solutions for voice fraud detection and prevention, getting hold of the call metadata can be harder than it looks. The raw voice and metadata from telephony systems doesn’t necessarily arrive in a format that modern AI platforms support.
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Telecom systems rely on SIP and RTP while fraud detection platforms expect structured metadata in modern streaming formats. Bridging these worlds is a technical challenge that slows development.

Real-time is another challenge. To act on fraudulent calls, you need voice streams and call metadata all captured and delivered with minimal delay.

In fraud detection, milliseconds matter. Without real-time access to call metadata and voice activity, it’s nearly impossible to identify spoofed calls, anomalous caller behavior, or suspicious routing patterns before the conversation ends.

The AI Connect Service eliminates the barriers between the voice infrastructure and AI platforms that power modern fraud detection. The service uses secure WebSocket and REST callbacks for delivery of media and metadata, ensuring every call event is captured instantly for your analytics engine.
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The service integrates directly with your or your customer’s PBX, SBC, or other voice infrastructure. It securely captures call metadata in real time, including key fraud-detection parameters such as:

  • Calling and called numbers
  • Network routing information
  • IP addresses


Voice streams can also be delivered for advanced use cases such as voice biometrics or deepfake detection.

The data is delivered instantly to your chosen AI or analytics platform. By translating and streaming this data from SIP/SIPRec to WebSocket interfaces, The AI Connect Service removes the telecom complexity that typically slows development.

You don’t need to build or maintain custom integrations or rework your existing systems. The AI Connect Service abstracts the intricacies of SIP protocols, call routing, and media handling – extracting meaningful call data from SIP signaling and real-time voice streams to provide insights for your fraud-detection solution to act on.

Built on a cloud-native architecture, the AI Connect Service scales elastically to handle high call volumes while maintaining low-latency performance.

Find more details in the service specifications.

THE SOLUTION

How we solve it for you.​

THE OUTCOME

What this enables for you.

By solving the interworking challenges between the voice infrastructure and AI platform, the AI Connect Service ensures your system receives the call metadata and voice stream reliably and in real time. Your team can focus on detecting fraud, verifying callers, and preventing voice manipulation – all without handling SIP protocols, call routing, or media handling.

Powering Fraud Detection 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 concentrate on building valuable solutions instead of handling telecom infrastructure.

Built-in privacy and compliance

Handles sensitive voice data securely, following regulatory standards like GDPR and HIPAA, while protecting against unauthorized access and data breaches.

Scalable and reliable

Easily scales to support businesses of any size, with built-in resilience to ensure high availability and consistent performance for mission-critical operations.

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

Beyond Fraud Detection

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

Connect voice streams and metadata to your analytics platform for intent recognition

Intent Recognition

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 voice streams to power your fraud detection!

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 voice streams to power your fraud detection!