Measuring AI Value: From Spend to Business Outcomes

Atlanta Executive Dinner
AI investment is growing. How do you know what’s delivering value?
Join nOps for an evening of networking, dinner, and candid conversation about tracking AI value and business outcomes. Bringing together private equity, FinOps, and technology leaders, we’ll explore how to connect AI spending to measurable results—within individual companies and across portfolios.
What We’ll Discuss
Measure what matters: Connect AI investments to productivity, efficiency, revenue, and customer outcomes.
Move beyond usage metrics: Explore how to assess business impact beyond token consumption and adoption.
Make better investment decisions: Use cost and outcome data to decide which initiatives to scale, improve, or stop.
Featured Speaker
Jeffrey MalcolmAI PE Advisor, and Former Goldman Sachs Operating Advisor

Jeffrey will bring the private equity perspective to our discussion of AI cost visibility, governance, and value creation across portfolio companies.
Who It’s For
Private equity operating partners and portfolio leaders; FinOps and cloud finance professionals; and CIOs, CTOs, and CFOs responsible for AI strategy, investment, and performance.
The Venue: An Evening at The Retreat
Spend the evening at the Event Pavilion & Grotto at The Retreat by The Gathering Spot, where striking architecture, airy spaces, and a warmly lit courtyard create a memorable setting for connecting with peers.
Enjoy a networking reception followed by a seated dinner—pairing great food with thoughtful conversation and fresh perspectives.

Agenda
Welcome reception and networking
Seated dinner and featured discussion with Jeffrey Malcolm
Audience Q&A and continued conversation
Request your spot to join us in Atlanta.--------------------------Hosted by
nOps is an automated multi-cloud and AI cost optimization platform that helps companies reduce costs by up to 55%+ compared to on-demand pricing, without operational overhead or long-term lock-in. Managing $5B+ in annual cloud and AI spend for 600+ customers, nOps is an AWS Advanced Technology Partner, FinOps Foundation Premier Member, and G2 High Performer for Cloud Cost Management.
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