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Explore the evolution from traditional automation to autonomous AI agents in this conference talk that examines why 2025 marks a pivotal shift toward self-directed digital systems. Learn the fundamental architectural differences between AI workflows and true AI agents, understanding their implications for risk management, compliance, and return on investment. Discover real-world implementations through detailed case studies spanning customer service triage, research copilots, and autonomous vehicles, analyzing where agents demonstrate superior performance over scripted workflows. Master a practical decision framework for selecting between workflows, agents, or hybrid approaches based on your specific organizational needs. Examine emerging trends in security, governance, and cost management that make autonomous agents increasingly viable for production environments. Follow a structured adoption roadmap that progresses from low-risk internal pilots to customer-facing, value-generating agent implementations. Gain insights from production AI deployments, including concrete metrics and candid lessons learned from shipping AI solutions at scale, while developing a clear understanding of future developments to strategically position agents within your organization.
