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From APIs to Intent-Driven Capability Discovery for AI Agents
As enterprises adopt AI agents, discovering the right API or tool for a user’s intent is becoming a key architectural challenge.
In this session, Bageerathan Nadaraja Nadar, Software Architect at Walmart, explores the evolution from Microservices → APIs → Tools → MCP → Semantic Capabilities and how semantic discovery can help AI agents identify the right enterprise capability without overwhelming the LLM with hundreds of tools.
The session includes a practical approach using AWS, Amazon Bedrock, vector embeddings, and MongoDB to build intent-driven capability discovery.
Key takeaways:

  • Why traditional API discovery struggles in the Agentic Era
  • APIs vs. Tools vs. MCP
  • Semantic capability discovery
  • Using embeddings for intelligent tool selection
  • Building agent-ready enterprise services

A practical look at moving from API discovery to intent-driven capability discovery.

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