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In Risk Management / Fraud Management

CLI Spoofing & Robocalling: Block Fraudulent Calls in Real Time

Protect your network and customers from voice-based fraud. Mobileum’s CLI Spoofing & Robocalling solution uses AI-driven analytics to detect and block spoofed caller IDs and robocalls the moment they appear.

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CLI Spoofing & Robocalling
Product Overview

What it is...

AI-Powered Voice Fraud Protection

Mobileum’s CLI Spoofing & Robocalling solution identifies and blocks malicious voice traffic by analyzing caller ID anomalies and detecting robotic calling patterns. It enables real-time fraud detection and prevention across networks.

and why it matters...

Protect Revenue and Improve Customer Trust

Robocalls and spoofed caller IDs damage customer trust, increase churn, and expose operators to regulatory risks. Our solution uses AI and predictive analytics to eliminate fraudulent voice traffic, reduce operational overhead, and protect your subscribers.

Industry Challenges

Stop Robocalls Before They Do Damage


250523 mobileum CLI 1 robocalls
  • Over 4 billion robocalls are placed globally each month
250523 mobileum CLI 2 sppoofed caller IDs
  • 52% of fraud complaints involve spoofed caller IDs
250523 mobileum CLI 3 regulatory fines for non compliance
  • Regulatory fines for non-compliance can exceed $10M annually
250523 mobileum CLI 4 emerging voice based threats
  • Traditional fraud systems miss emerging voice-based threats
RAID at the Core

An Integral Part of the RAID Integrated Risk Management Suite

Seamless CLI Spoofing & Robocalling Protection with RAID

  • Runs on RAID Risk Management:

    Ensures risk detection and mitigation through the RAID Risk Library

  • Unified Risk Control:

    Correlates risk monitoring intersections and compliance across different risk threats

  • Automated Risk Updates:

    Regular updates to the risk catalog align with evolving threats and regulations

  • Real-Time Intelligence:

    Enhances fraud detection, compliance, and risk mitigation with AI-driven automation


Key Product Features
mobileum intelligent service usage auditing

Real-Time Detection & Call Blocking

  • Detects irregular calling behavior and AI-generated spam patterns
  • Flags masked or manipulated caller IDs using SIP analysis
  • Applies real-time risk scoring to incoming voice traffic

Advanced Voice Traffic Profiling

  • Leverages machine learning to adapt to new fraud tactics
  • Applies pattern recognition and traffic baselines
  • Continuously improves detection accuracy to reduce false positives
mobileum predictive revenue protection
mobileum comprehensive regulatory compliance

Built-In Compliance & Regulatory Enforcement

  • Automatically flags non-compliant call behavior and spoofing attempts
  • Supports audit-ready reporting to meet regional and international standards
  • Helps operators avoid regulatory fines and reputational damage

Proactive Protection for Modern Voice Networks

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Key Benefits

Key Benefits

250523 mobileum CLI 5 protect revenue

Protect Revenue

Block fraud at the source and minimize revenue leakage from spoofed traffic.

250523 mobileum CLI 6 improve efficiency

Improve Efficiency

Automate detection and response to reduce manual fraud investigations.

250523 mobileum CLI 7 ensure compliance

Ensure Compliance

Stay ahead of regulations with real-time fraud reporting and controls.

Product Spotlight

Product Spotlight

250523 mobileum CLI 8 anomaly detection

Anomaly Detection

Stop spoofed caller IDs with intelligent SIP traffic analysis.

250523 mobileum CLI 9 AI powered filtering

AI-Powered Filtering

Reduce robocall volume by learning calling behavior in real time.

250523 mobileum CLI 10 end to end network coverage

End-to-End Network Coverage

Protect fixed, mobile, and VoIP traffic with end-to-end visibility.

250523 mobileum CLI 11 audit ready reporting

Audit-Ready Reporting

Meet compliance standards with automated voice fraud auditing.

Why Mobileum

  • Global Leader:

    Trusted by 1,000+ operators worldwide

  • Unmatched Expertise:

    Proven expertise in telecom risk management and revenue assurance

  • AI-powered automation:

    AI-powered automation for risk and revenue assurance

  • Seamless integration:

    Seamless integration with existing telecom infrastructure

Additional Resources

Additional Resources

Put a Stop to Spoofed Calls — See It in Action

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