Today's guest is Vijoy Pandey, Special Vice President and General Manager for Outshift by Cisco. Vijoy leads Cisco's internal incubation and strategy efforts focused on emerging technologies, platform development, and reducing technology and market risk as new capabilities move toward enterprise adoption. Vijoy joins Emerj Editorial Director Matthew DeMello to discuss how enterprises are shifting from deterministic systems to probabilistic, agent-driven architectures, and what that means for interoperability, governance, and deploying AI safely at scale. Vijoy also shares practical takeaways on building multi-agent workflows, implementing task- and transaction-based access control, and using simulation and validation layers to reduce operational risk and improve ROI in regulated and mission-critical environments. Want to share your AI adoption story with executive peers? Click emerj.com/expert2 for more information and to be a potential future guest on the 'AI in Business' podcast! This episode is sponsored by Outshift by Cisco. Learn how brands work with Emerj and other Emerj Media options at emerj.com/ad1.

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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