Insights From Pilot to Portfolio: What Scaling AI Actually Costs

From Pilot to Portfolio: What Scaling AI Actually Costs

As organizations move beyond isolated AI pilots and into managing portfolios of agents, the conversation inevitably shifts to economics. What does it cost to scale, govern, and sustain AI at enterprise levels? In this session, we’ll examine how leading organizations are approaching the transition from licenses to consumption-based models, including budgeting strategies, cost-per-outcome metrics, and the trade-offs executives are making along the way. You’ll leave with practical benchmarks and planning insights to help shape your own AI investment strategy.

Whether you’re evaluating your first wave of agents or planning for enterprise-wide adoption, this session will provide the benchmarks, strategies, and financial considerations needed to scale AI with confidence. Reserve your spot today.