AI agents have quickly emerged as the next ‘hot thing’ in AI, but what constitutes an AI agent and do they live up to the hype?

Join Brian Raymond, founder & CEO at Unstructured.io, Bob van Luijt, co-founder & CEO at Weaviate, and João Moura, founder at crewAI as they discuss the shift to agentic workflows, dissect their architecture, and tackle real-world challenges in agent deployment. 

From data management tips to generative feedback loops, this episode is your essential guide to operationalizing agents effectively.

Chapters:

00:00 Defining AI Agents

01:16 Components of Agentic Architecture

02:16 Challenges and Solutions in Agent Deployment

03:58 Data Management and Quality Issues

05:23 Operationalizing Agents in Production

06:56 API and Security Considerations

09:04 Multimodal Information and Agentic Workflows

12:42 Future of Agentic Workflows

20:20 Best Practices for Agentic Strategies

22:42 Final Thoughts and Conclusion

Show Notes:

• ⁠Watch Productionize 2.0⁠


• Check out Galileo⁠


• Follow Yash Sheth co-founder & COO - Galileo


• Follow Brian Raymond founder & CEO - Unstructured.io


• Follow ⁠Bob van Luijt co-founder & CEO - Weaviate


• Follow ⁠João Moura founder - crewAI