
CFO THOUGHT LEADER 1171: How CFOs Rise by Learning Sideways First | Marc Mehlman, CFO, Ascensus
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Mar 18, 2026 Marc Mehlman, CFO of Ascensus and a finance leader with cross-industry FP&A, strategy, and operating experience. He describes a decade of lateral moves that shaped his leadership, how investor relations taught crisp storytelling, why operating fluency matters for finance, and how AI, automation, and disciplined capital allocation are changing measurement and scale.
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Evaluate AI By Efficiency And Opportunity Cost
- Measure AI impact not by raw code but by efficiencies gained and opportunity cost avoided as development and story points evolve.
- Marc tracks 'how much code are we developing through AI' to understand efficiency and evolving story points.
Compare Tech Bets With People And Mitigation Plans
- When prioritizing technology investments, assess the people executing, define mitigation plans for failure, and compare projects on a level playing field.
- Marc templatizes capital allocation requests so competing opportunities are directly comparable.
Launch AI With Governance And Human In The Loop
- Start AI with human-in-the-loop pilots in acute problems, centralize governance, and hire an AI governance lead to build controls and playbooks.
- Ascensus created a Center of Excellence reporting to the executive committee and an AI governance role to reassure partners.



