Agentic AI is rapidly moving into production across most enterprises. Teams are building agents, deploying co-pilots, and exploring autonomous workflows at an accelerating pace. Yet for many, the real challenge is only beginning.
The question is no longer “What can we build?” It is “What actually works at scale?”
Despite significant investment, most enterprise AI initiatives are struggling to move from promising pilots to reliable, production-grade systems. Engineers and architects are grappling with fragmented data environments, immature orchestration layers, rising infrastructure costs, and the growing complexity of managing multi-agent systems. At the same time, senior-level technology executives are being asked to ensure governance, security, and measurable business impact - often without clear standards or proven playbooks.
In this highly interactive, member-driven working session, the event moderators will facilitate a structured, open exchange where all attendees are expected to actively contribute to the group conversation - sharing what is working, what is not, and to engage in a candid, group problem-solving dialogue around the most pressing challenges facing enterprise AI initiatives.
Please Note - this is not a passive event. Throughout the event, all attendees are expected to actively participate in the discussion and contribute real-world challenges and solutions.
Topics of discussion will include, yet will not be limited to:
- Moving from pilots to production: what is breaking at scale
- Orchestrating multi-agent systems and managing failure modes
- Data readiness, trust, and the role of the semantic layer
- Cost, infrastructure constraints, and model optimization
- Security, governance, and controlling agent sprawl
- Closing the gap between AI capability and organizational readiness
Rahul Chawla, Lead Business Intelligence Data Warehouse Engineer, GOOGLE
Prasad Maderamitla, Senior & Principal Quality Engineering Leader, Artificial Intelligence, SALESFORCE
Ashok Pal Singh Rathore, Senior Technical Program Manager, FACEBOOK (META)
Robin Patra, Head Data & Analytics Manager, KEELEY COMPANIES
