Orchestrating the "agentic" shift: Building intelligent, cloud-native self-service platform on cloud

In 2026, the paradigm of digital self-service has evolved from reactive, scripted interfaces to proactive, agentic ecosystems. This presentation explores the architectural blueprint for an intelligent self-service platform designed on Google Cloud. By converging cloud-native principles such as microservices, serverless scaling, and GKE-based orchestration with the power of generative AI and Vertex AI, organizations can move beyond basic automation toward concierge-style user experiences. It examines how Gemini 3 Flash and Agent Builder enable platforms to understand complex user intent and execute end-to-end workflows through function calling. It also details a digital assembly line approach using Cloud Run and BigQuery. The result is a resilient platform that can reduce operational overhead by up to 40% while delivering personalized, 24/7 service.