Pritesh Sonu

Key Takeaways Core Definition: Agentic AI refers to autonomous systems driven by Large Language Models (LLMs) and Large Action Models (LAMs) that execute multi-step workflows independently. The Litmus Test: True agentic systems feature iterative reasoning and self-correction. If a system cannot alter its execution path in response to an error, it is not agentic. Strategic Outlook: The industry is shifting from exploratory pilots to infrastructure readiness. True competitive advantage...

Key Takeaways Focus on Learning, Not Launching: An MVP isn’t the cheapest version of your product; it’s the smallest version that allows you to test business assumptions and gather "validated learning" from real users. De-Risk Your Investment: The primary goal of an MVP is to avoid the "expensive mistake" of building a full-featured product that nobody actually wants or needs. The "Viable" is Non-Negotiable: While it must be "minimum," the product must still be functional and valuable. If...

Quick Summary: Key Takeaways The "Digital Bridge": An MES is the functional layer (Level 3 of the ISA-95 standard) that connects your high-level business planning (ERP) to your physical shop-floor machinery (PLC/SCADA). Real-Time ROI: Implementing an MES can drive OEE (Overall Equipment Effectiveness) toward the 85% world-class standard and reduce production changeover times by up to 50%. The Digital Thread: Beyond simple tracking, an MES creates a "Digital Thread"—an immutable record of...