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Why Gen AI Development must be customised

Off-the-shelf Models Won’t Cut It! Generative AI (Gen AI) has taken the business world by storm, promising automation, efficiency and new possibilities for customer engagement. However, while pre-trained AI models offer a starting point, they often fail to deliver real business value to a business. To truly harness the power of AI, organisations must move…

Leveraging Machine Learning for Advanced Persistent Threat Detection

From Data Overload to Real-Time Security A leading telecommunications provider faced significant challenges in detecting Advanced Persistent Threats (APT) with vast amounts of security data. Skillfield implemented a Machine Learning (ML) and Big Data (BD) driven solution using Databricks to enhance threat detection capabilities. By structuring unstructured data logs, developing ML models, and integrating causation analysis, the client achieved real-time threat…