From Automation to Autonomy: AI-Native Workflow Generation with Multi-Agent Systems - Sharath Kumar

This talk examines the challenges enterprises face as they scale automation, particularly the limitations of rule-based workflows when dealing with fragmentation and exceptions. The session delves into the evolution of Cygnus, Target's enterprise automation platform, which leverages a multi-agent architecture to facilitate structured and policy-aware workflow generation. The speaker illustrates how multi-agent systems support adaptive workflow creation and ensures that AI-generated workflows are compliant, auditable, and production-ready. Attendees will gain insights into overcoming the challenges associated with scaling automation beyond traditional rule-based and low-code approaches.