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The deployment of context-aware AI agents in design workflows and secure government networks demonstrates a shift from chat-based interfaces to embedded operational systems. AI is moving from auxiliary tools to core workflow drivers.

Impact: Companies must redesign internal workflows for autonomous agent execution, implementing stricter security protocols and machine-readable data standards.

— from AI Monetization, Agentic Commerce, and Infrastructure Shifts · KI-Update – ein heise-Podcast· May 22, 2026