

Beyond the Pilot: Why AI Gets Stuck Before Production — Data, Humans and Governance
Two years into the AI boom, most enterprises are busy but not shipping. Fewer than one in ten have scaled an agent into a workflow that moves a number the board cares about. This session breaks down why, and the maturity path that separates the firms scaling AI from those stuck in endless pilots.
What we'll cover:
The five stages of AI maturity and where most firms get stuck. The three levers that move you up: AI-ready data, humans above the loop, and governance as the runway. How the quant funds already run agents in production, and how that playbook travels into regulated finance. The 90-day move: pick one flagship use case, make its data production-ready, and ship it
Who it's for:
Chief Data, AI and Technology Officers, CDOs CTOs COOs, and data, analytics and transformation leaders, and any leader whose AI pilots keep stalling before production, who's under pressure to show a return on all this AI spend, or who's simply trying to get agents past the demo and into real workflows. For senior leaders in financial services and other regulated, data-heavy industries, not just tech firms.
Hosted by Alpesh Doshi, Fintricity / Kendra Labs.