Explore how to accelerate enterprise workload modernization by up to 4x through strategic agentic AI implementation in this AWS re:Invent 2025 lightning talk. Transform your architectural practice from periodic updates to a continuous, dynamic discipline using the AWS Well-Architected Tool and AWS Transform. Master systematic infrastructure evaluation through the AWS Well-Architected Framework's proven methodologies, create comprehensive data-driven modernization roadmaps, and leverage AWS Transform's capabilities to expedite transformation processes. Gain insights into evolving traditional modernization approaches into AI-powered, continuous improvement cycles that dramatically reduce transformation timelines while maintaining architectural excellence and operational efficiency.