Machine Learning Doesn’t Just Respond, It Evolves

Neural Technologies is a pioneering leader in the use of machine learning for revenue protection, credit risk scoring, bad debt reduction and customer engagement solutions.??

We recognize that understanding the power of machine learning and perhaps more importantly, when it is not applicable, is critical for operators looking to embrace this potential to enhance their enterprise operations.??

That idea of naturally evolving to better perform tasks is critical to how Neural Technologies’ revenue protection, credit management and customer engagement solutions empower our customers.??

The power of these advanced solutions offers a pathway to reduce revenue leakage, increase customer revenue, reduce bad debt risk, optimize business operations, and ensure a more effective and competitive business in our modern operating landscape. We can see the power of ActivML solution in action at Neural Technologies. Our?Case Studies?offer insight into the remarkable range of use cases for which machine learning can be applied.

Neural Technologies’ ActivML, AI and machine learning solution provides the basis for our Revenue Protection solutions to tackle fraud such as International Revenue Share Fraud?(IRSF), identity theft, payment fraud, subscription fraud, SIMBox fraud, scam call or robocall mitigation and a wide range of other advanced solutions for key business needs.??

Adaptation and evolution are at the heart of those implementations.??

Automated solution that adapts to meet changing fraud risks?

That ability to learn and adapt means an effective machine learning solution doesn’t simply offer a static answer to a business problem — it adapts to respond to changing circumstances.??

By learning, it means that computers through exposure to data can generate a solution to a problem. This data-driven approach is in contrast to algorithmic software programming where a human engineer has to design and code step-by-step how the solution is achieved.?

That’s particularly important in an area like revenue protection where threats are constantly evolving. Fraud prevention and revenue protection are two key areas for our machine learning portfolio, providing an automated solution that adapts to meet changing fraud risks in a high-volume landscape.?

It’s vital that Neural Technologies’ ActivML supports Explainable AI Analytics (XAI) which provides detailed reasons analysis, and providing an explanation of decisions and understanding of information extracted from data is equally important to appropriate use.??

One of the most significant challenges in AI adoption is the lack of readily available skilled manpower. Our ActivML addresses this head-on with its Auto-MLOps capability, making it accessible for business users and non-specialized experts to build, train, and deploy AI/ML models. This empowers telecommunications companies to integrate AI and machine learning easily into their operations.??

Neural Technologies’ machine learning solutions don’t just respond to expected events, they learn and adapt to ensure a fit-for-purpose solution that evolves with business needs. That fundamental learning process reduces revenue risks, optimizes operational efficiency, and provides a confident pathway to better business operations.??

Discover more about our?ActivML solution?or?contact Neural Technologies?to discuss the power of AI and machine learning for your business. ?