shabrinathmotamary.hashnode.devManufacturing 4.0: Smart OSS and BSS Solutions Powering Industrial TransformationThe fourth industrial revolution, commonly referred to as Manufacturing 4.0, is reshaping global production systems. It blends advanced technologies like artificial intelligence, the Internet of Things (IoT), edge computing, and cloud platforms to cr...Aug 22, 2025·5 min read
shabrinathmotamary.hashnode.devSmart Supply Chains: Where ML, OSS, and Data Engineering ConvergeIn the past decade, supply chains have shifted from being cost-focused operational pipelines to becoming dynamic, intelligence-driven ecosystems. The emergence of Machine Learning (ML), Open-Source Software (OSS), and Data Engineering has created a n...Aug 15, 2025·5 min read
shabrinathmotamary.hashnode.devAgentic AI in Manufacturing: Beyond Automation to AutonomyArtificial Intelligence (AI) has long served as a catalyst for productivity in manufacturing. From predictive maintenance to robotic assembly lines, AI-powered automation has transformed how goods are produced. However, the latest evolution—Agentic A...Aug 7, 2025·4 min read
shabrinathmotamary.hashnode.devAI Meets ERP: Smarter BSS for Agile Retail ChainsIntroduction As the retail landscape shifts toward hyper-personalization, just-in-time inventory, and omnichannel experiences, traditional Business Support Systems (BSS) face serious limitations. In this evolving context, the fusion of Foundational A...Jul 31, 2025·3 min read
shabrinathmotamary.hashnode.devThe Rise of Agentic Systems: Empowering Manufacturing Through Autonomy and DataIntroduction The Fourth Industrial Revolution (Industry 4.0) is characterized by a convergence of cyber-physical systems, IoT, and AI-driven automation. At the frontier of this transformation lies the rise of agentic systems—autonomous, intelligent a...Jul 25, 2025·4 min read
