WorldWide Agentic AI Solution Architect @ Amazon Web Services
Worldwide Agentic AI Architect | 10+ yrs in Applied AI/ML & Deep Learning | Lifelong learner building scalable AI solutions | Trusted speaker on Agentic AI at premier global conferences.
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All Sessions by Vishnu Elangovan
Day 4
April 23, 2026
14:45
Governing Agentic AI Sprawl: Tools, Agents, and Decision Boundaries in Enterprise AI
14:45 - 15:25
As enterprises move from simple chat assistants to fully agentic systems, a new challenge is emerging: agentic sprawl. Organizations are rapidly deploying AI agents connected to overlapping tools, APIs, and workflows, often without clear ownership, governance, or security boundaries. At the same time, SaaS platforms and solution providers are introducing their own agents, creating an ecosystem in which multiple agents perform similar tasks and compete to execute actions.
In this session, I will explore how enterprises can design governed agent ecosystems by clearly defining agent scopes, managing tool access, and introducing architectural patterns such as agent registries and decision boundaries. Attendees will learn practical approaches for scaling agentic AI securely while maintaining clarity, trust, and operational control across enterprise systems.