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Your AI Workforce Is Already Running. Can You Prove What It's Producing?

September 3, 2026
12:00 am
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Your AI workforce is already running. Agents are triaging tickets, writing code, closing loops, and making thousands of economic decisions a day. But can you prove what any of it is producing? MIT's 2025 research found that 95% of enterprise GenAI investments show no measurable P&L impact. The problem isn't the models. It's that AI is the first workforce in your company without a unit of measurement.

Every other function has one that ties spend to results: the deal in sales, the ticket in engineering, the dollar in finance. Your AI workforce, making thousands of economic decisions a day, is measured by one thing: cost. In this session, Jason Cumberland (CPO and Co-Founder) and Bailey Caldwell (CSO) introduce the Autonomous Job, the missing unit that ties every AI decision to its full cost, its real outcome, and a named owner. You'll see it live on a real agent trace, side by side with what it looks like when a job goes wrong. Whether your AI spend runs through engineering or lands on the finance team's desk, you'll leave knowing exactly where to start.

About

Bailey Caldwell
Bailey Caldwell
Head of Strategy & GTM
Jason Cumberland
Jason Cumberland
CPO, Co-founder Revenium
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