ABOUT THE SPEAKER:
Sunita Kumari is an AI Solutions Architect at Manulife with over 15 years of experience in technology, data, cloud, and artificial intelligence. She specializes in building enterprise AI and Generative AI solutions, with expertise in AI strategy, responsible AI, data governance, and intelligent automation. Sunita is passionate about helping organizations adopt AI responsibly while driving innovation and business value.
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ABSTRACT:
Enterprise deployment of autonomous multi-agent systems (MAS) has surged, yet existing governance frameworks designed for traditional software or single-agent systems prove inadequate for managing emergent behaviors, coordination vulnerabilities, and distributed agency. We introduce \textbf{meta-governance}, by means of SafeAlign AI Governance and Responsible AI OS via the use of specialized intelligent agents to monitor and control operational agent fleets, as a scalable paradigm for achieving comprehensive Safety, Alignment, Governance, and Security (SAGS) in production MAS deployments. Through analysis of regulatory requirements (EU AI Act, NIST AI RMF, Singapore Framework), documented failure modes, and novel attack vectors, including inter-agent trust exploitation, we establish design principles for production-grade MAS governance systems. We validate these principles through deployment scenarios in regulated industries (financial services, healthcare, and pharmaceuticals), managing 100+ operational agents, demonstrating that meta-governance can achieve sub-second intervention latency, 100 % safety-critical policy compliance, and automated decision handling while maintaining comprehensive audit trails. Our framework addresses the fundamental asymmetry between attack propagation speed and human oversight capacity, enabling enterprises to deploy autonomous agents at scale with regulatory compliance and risk mitigation.
WHAT YOU’LL LEARN:
Business Leaders: C-Level Executives, Project Managers, and Product Owners will get to explore best practices, methodologies, principles, and practices for achieving ROI.
Engineers, Researchers, Data Practitioners: Will get a better understanding of the challenges, solutions, and ideas being offered via breakouts & workshops on Natural Language Processing, Neural Nets, Reinforcement Learning, Generative Adversarial Networks (GANs), Evolution Strategies, AutoML, and more.
Job Seekers: Will have the opportunity to network virtually and meet over 30+ Top Al Companies.
Ignite what is an Ignite Talk?
Ignite is an innovative and fast-paced style used to deliver a concise presentation.
During an Ignite Talk, presenters discuss their research using 20 image-centric slides which automatically advance every 15 seconds.
The result is a fun and engaging five-minute presentation.
You can see all our speakers and full agenda here