Thailand's NECTEC has launched Pathumma Connect, an agentic AI platform built on Pathumma LLM (a sovereign Thai-language model), that goes beyond chatbots to execute multi-step workflows autonomously—checking eligibility, preparing documents, filling forms, and tracking status in a single conversation. The platform uses Model Context Protocol (MCP) architecture to connect government tools and databases while keeping data on-shore, addressing Thailand's Sovereign AI initiative. Already deployed across tax, agriculture, education, and public services, Pathumma Connect aims to unify fragmented government chatbots into a single national entry point for citizens and officials, removing the need for agencies to start from scratch.