Practical AI
Orchestrating agents, APIs, and MCP servers
Apr 14, 2025
Pavel Veller, Chief Technologist at EPAM Systems, shares his extensive expertise in orchestrating AI agents and agentic architectures. He dives into the complexities of connecting disparate systems and highlights the challenges of making AI assistants truly useful despite the ease of API connections. Pavel also discusses the vital role of MCP servers in bridging traditional software and language models, and the innovative Dial platform that enhances team collaboration and efficiency in AI applications. Prepare for insights that finely balance innovation with real-world application!
42:52
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Quick takeaways
- Pavel Veller discusses the complexities of AI orchestration, emphasizing the challenge of making connections between diverse systems truly functional.
- The introduction of MCP servers is transforming developer interactions with AI by simplifying integrations and enhancing the capabilities of large language models.
Deep dives
Understanding EPAM and Its Approach to AI
EPAM is a global professional services organization that has been operational for over three decades, focusing on software solutions that differentiate its business. The company has developed an AI-first approach, developing proprietary software that enhances its operational capabilities and embraces generative AI applications. One significant aspect of EPAM's innovation is its use of AI-driven technology for internal processes, combining client solutions with its own tools to foster efficiency. This long-standing commitment to building proprietary software has allowed EPAM to rapidly evolve alongside advancements in generative AI, enabling them to implement frameworks that were not possible just a few years ago.
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