AIS executives outlined four key considerations for deploying AI in government and large organizations: selecting appropriate use cases with sustainable adoption, understanding AI's probabilistic nature (unlike traditional systems), emphasizing ongoing maintenance and monitoring over launch, and managing data volume to prevent "hallucinations." AIS shared concrete cases of 5G network optimization and customer service automation serving 50+ million users, demonstrating how private-sector AI infrastructure can inform sovereign government systems. The emphasis on data governance, transparency, and equitable service delivery positions AI infrastructure development as strategically important for Thailand's digital sovereignty.