MCP Shield Enhancements – AI Engine Development

At MCP Insight we are excited to announce the launch of the latest enhancements to our real-time fraud detection and blocking product MCP Shield. We have moved to the third stage of Machine Learning implementation.

By improving Device Class identification and patterns of peak analysis along with various other enhancements, our unique Shield AI Engine now allows us to automatically detect new fraud behaviour in real-time and block.

While Stage 1 and 2 saw the development of our alert/alarm model for outliers, our latest enhancements use reinforced learning mechanisms to enable the main rules engine to be updated instantly with new behaviour. This means new forms of fraudulent activity can be quickly identified and blocked, removing the need for human intervention.

Initially developed for Vodafone Idea in India over the last two years, MCP Shield can help your business target advertising fraud. Get in touch to find out more.

MCP Shield Enhancements - AI Engine Development

MCP Insight is a UK based compliance and fraud monitoring company, specialising in mobile gateway traffic. Our clients include Mobile Operators, Regulators, Aggregators and Merchants. We’ve been providing solutions to the mobile payments industry across 30 territories for the past six years.

related posts

Why Pakistan’s Consent Directive Signals a New Era of Verifiable Mobile Services

PTA’s recent clarification on explicit prior consent for Value-Added Services marks an important step in the continued evolution of Pakistan’s mobile ecosystem. Consumer protection and sustainable operator revenue are not opposing objectives. They depend on each other. The practical question now facing the industry is not whether consent should be obtained, but how it can be clearly evidenced when disputes arise. As markets mature, the shift moves from policy to proof. Verifiable, structured consent recording is increasingly becoming part of the governance infrastructure that supports long-term stability across the value chain.

Germany’s mVAS and Mobile Payments Market: Why Discipline Is Creating the Next Opportunity

Germany’s mVAS and mobile payments market is often described as complex, heavily regulated, and difficult to enter. In reality, it has been deliberately reshaped. What looks restrictive from the outside is, in fact, a market that chose sustainability over short-term volume. For CSPs willing to operate with transparency, differentiation, and genuine consumer value, Germany is no longer a closed door. It is a proving ground for services built to last.

Self-Regulation in Mobile Payments: Why the Smartest Players Think Beyond Conversions 

Self-regulation is often seen as friction or self-imposed limitation. But in mobile payments markets facing growing scrutiny, it may be one of the few levers left to protect long-term growth. This article explores why thinking beyond conversions isn’t idealism, it’s market survival.