John Snow Labs 229d ago

Shiva Kumar Ramavath, Lead AI Machine Learning Engineer at Albertsons, presents "Agentic AI and the Future of Generative Supply Chain Solution." Timestamps: 00:00 Introduction: Why Supply Chains Need a Paradigm Shift 01:05 Key Challenges – Volatility, Complexity & Data Silos 03:54 From Generative AI to Agentic AI: The Next Evolution 05:38 Core Architecture: LLM Brain, RAG Layer & Task Agents 08:37 Continuous Learning Cycle: Sense → Reason → Act → Learn 10:14 Use Case 1: Demand Forecasting & Replenishment Automation 17:32 Use Case 2: Phantom Inventory Detection with Multi-Agent AI 22:20 Integration with ERP & Data Ecosystem (SAP, Oracle etc.) As generative AI continues to reshape enterprise workflows, the next frontier lies in intelligent, autonomous systems—Agentic AI—that go far beyond static chatbots. This session presents a transformative vision of how supply chain leaders can harness Agentic AI to drive real business outcomes. We’ll explore how large language models (LLMs), when combined with retrieval-augmented generation (RAG) and task-oriented agents, enable assistants that not only answer user queries but also take initiative: proactively forecasting demand, generating replenishment recommendations, and issuing early warnings for potential stockouts or overages. These generative agents are embedded with supply chain context and connected to real-time data sources, enabling continuous reasoning and decision-making. The talk will cover: • Architecture of generative supply chain assistants using RAG + Agentic AI • Real-world use cases such as inventory classification, phantom inventory detection, and demand prediction • Integration with enterprise knowledge bases and ERP systems • Design considerations for explainability, autonomy, and business alignment Official session recording from the Applied AI Summit 2025 Connect with us: Our website: https://www.johnsnowlabs.com/ LinkedIn: https://www.linkedin.com/company/johnsnowlabs Facebook: https://www.facebook.com/JohnSnowLabsInc X: https://x.com/JohnSnowLabs #AgenticAI #SupplyChain #AIAutomation #InventoryManagement #AIstrategy #DemandForecasting #AIoptimization