Session ID: S73739
🎤 Speakers:
- Bartley Richardson | Director of Engineering, NVIDIA
- Kris Murphy | Technical Product Manager, NVIDIA
📅 Date & Time: Wednesday, March 19 | 12:00 AM – 12:40 AM EAT
Introduction: The Rise of Agentic AI Systems
AI agents are the next evolution of digital intelligence, capable of:
✅ Understanding complex tasks and reasoning about a mission
✅ Planning multi-step workflows autonomously
✅ Retrieving and processing data efficiently
✅ Using tools and APIs to generate high-quality responses
However, enterprise-scale data presents a challenge—the sheer magnitude and complexity make it difficult and costly to utilize effectively.
🔍 Solution: This session will explore the best tools and frameworks for building agentic AI systems that:
- Connect AI agents to reusable tools
- Unlock enterprise data efficiently
- Drive automation and efficiency across industries
Key Components of an Agentic AI System
1. AI Agents & Reasoning Capabilities
🔹 Multi-Step Reasoning – AI agents must break down missions into logical steps.
🔹 Autonomous Planning – Agents should be able to create and adjust plans dynamically.
🔹 Self-Learning & Adaptation – AI should improve over time using reinforcement learning (RLHF).
2. Tools & Frameworks for AI Agents
✅ NVIDIA NeMo – Advanced LLM development & fine-tuning
✅ Retrieval-Augmented Generation (RAG) – Enhancing AI with external knowledge
✅ APIs & Integrations – Connecting agents with enterprise data
✅ Reinforcement Learning (RLHF) – Improving agent performance through feedback-based learning
3. Enterprise Data Utilization
📌 Data is the foundation of AI—but enterprise data is often siloed, unstructured, and costly to process.
📌 Agentic AI systems must unlock value from enterprise data while optimizing efficiency and reducing costs.
Real-World Applications of Agentic AI
🏦 Finance – AI agents analyze market trends and provide automated trading insights.
🏥 Healthcare – AI agents assist in medical diagnosis and patient data retrieval.
📦 Supply Chain & Logistics – Agents optimize inventory management and predict demand fluctuations.
📞 Customer Support – AI-powered agents handle complex customer queries with personalized interactions.
Why Attend This Session?
🚀 Learn how to build intelligent AI agents that think, plan, and execute tasks autonomously.
🔧 Explore cutting-edge frameworks like NVIDIA NeMo, RAG, and RLHF.
📊 Understand how AI agents can transform enterprise workflows by unlocking the power of data.
🔗 Join us to discover how AI agents will shape the future of business automation! 🚀
