Statistical AI
Statistical AI : The Analytical Core of the Next-Generation AI Ecosystem A White Paper on the Future Paradigm of Intelligent Systems, Tools, and Industry Transformation Introduction: The global AI landscape is shifting from deterministic pattern recognition toward a new intelligence frontier grounded in statistical reasoning, probabilistic inference, and causal understanding. This transformation marks the rise of Statistical AI — a paradigm that blends...
Protected: Evolution of Device Integration in Process Automation Industry
From Legacy to Unified : The Evolution of Device Integration Standards in Process Automation Industry Contents Acronyms & Abbreviations Executive Summary EDDL: Electronic Device Description Language EDDL Host suppliers Limitations of EDDL FDT: Field Device Tool Components of FDT Advantages FDT Host suppliers FDI: Field Device Integration Advantages Technical workflow of FDI FDI Host suppliers Specific Use Cases Conclusion About Field Comm Group About OjasQuest References Acronyms & Abbreviations HCF (HART Communication Foundation): HCF was the global standards organization responsible for developing and...
India’s Industrial Future
Smart, Not Blind : A Human-Centric Vision for India’s Industrial Future Reflections and learnings from Two Decades of Industrial Transformation After implementing automation solutions across three continents and founding technology ventures over 20+ years, I've learned a hard truth: universal automation solutions don't exist. What works in labor-scarce Germany fails spectacularly in labor-abundant India.Today, as Indian industry rushes toward Industry 4.0,...
QUALITY – Most Understood & Widely Mis-Understood
QUALITY THAT MATTERS THE MOST & TO THE MOST QUALITY the most understood, and widely mis-understood, rather mis-construed in Human World, the very purpose for which Businesses exist. Challenges emerge as QUALITY – means the Quest for Ultimate for Stake Holders in the Consumption Value Chain. In my almost 4 decades of Experience, and as a Mentor, across industries, products and...
RobSurgical’s joins the DFactory Barcelona Ecosystem
RobSurgical’s Minimally Invasive Surgical Robotics Joins the DFactory Barcelona Ecosystem Robsurgical, Founded in 2012 as a spin-off of the Universitat Politècnica de Catalunya (UPC) and the Institut de Bioenginyeria de Catalunya (IBEC), its mission is to democratize high-precision surgery, making it more accessible, efficient and safe for hospitals of all sizes. Barcelona, 19 november 2025.- Robsurgical, a Catalan company specialized in...
Data Storytelling – Part 2
The Unfathomable Fortune and the Enduring Power of Story: A Human Guide to Data Storytelling — Part 2 Data Storytelling - Part 1 The first part ( PART 1 ) set the stage: why narrative makes data memorable, how context changes interpretation, why scale needs translation, and where action comes from. It also laid out the groundwork for building a data...
Why 70% of Digital Transformation Projects Fail?
Why 70% of Digital Transformation Projects Fail? In today’s business world, digital transformation is no longer optional - it’s survival. Manufacturers, in particular, are under immense pressure to modernize. From supply chain disruptions to increasing customer demands for customization, speed, and quality, the factory floor has become the frontline of competitiveness. And yet, despite the billions invested in digital initiatives, studies...
The Future of Mining Talent
The Future of Mining Talent: What STEM graduates really think, and what the industry can do about it As the world accelerates toward net zero, the demand for critical minerals has never been greater — yet the mining sector that enables this transition is facing a major talent challenge. A new global report from Sandvik, _“The Future of Mining Talent: What...
Fraud Detection with AI
Modernizing Fraud Detection with AI (Real-Time Anomaly Detection and Proactive Threat Prevention) Executive Summary Today's fraud looks different than it did in the past. Since millions of digital payments are made every minute, avoiding fraud is more difficult than simply detecting it. Once reliable, traditional rule-based systems are now too hard to handle the speed and skill of existing fraud. This landscape...
Model Context Protocol (MCP)
Implementing MCP for Enhanced Prompting and RAG-Based Applications Imagine having a conversation with someone who forgets everything you said just seconds ago. Frustrating, right? This is how traditional AI models often behave—they generate responses based only on the immediate input, without remembering previous interactions. The Model Context Protocol (MCP) is designed to solve this problem. It acts like a memory layer...
