Agentic AI represents the next evolution beyond generative AI. Industry analysts predict it will become pervasive within the next few years, fundamentally changing enterprise operations.

Most organizations lack the infrastructure needed for agentic AI's edge inference demands. Critical requirements include serverless inference, RAG techniques, and data streaming solutions like Kafka to support real-time, cost-effective AI deployments across distributed environments.