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The Fluency Floor

OpenAI's finance chief just named the new baseline skill, and it is not Excel.

Sarah Friar said she would not hire a finance person today who cannot use an AI tool like Codex. The hiring floor moved, and most companies are still recruiting below it.

VuduVations Intelligence Bureau · June 8, 2026 · 2 min read
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In a June 2026 appearance, OpenAI's chief financial officer Sarah Friar said something a hiring manager can act on the next morning. Her words: she would never hire a finance person who did not know how to use Excel, and she probably would not hire a finance person today who did not know how to use an AI tool like the company's coding agent, Codex. That is not a statement about how OpenAI staffs its own team. It is a statement about where the minimum now sits for everyone else.

Think about what the spreadsheet did to finance careers. When Excel became the professional standard, knowing it stopped making anyone exceptional. It made you qualified. The people who had the skill got the jobs, and the people who did not were quietly filtered out. Friar is arguing that the same shift has already happened for AI tools, not in some future year, but now. Fluency with these tools has crossed from a helpful differentiator on a resume to the plain price of admission.

The trap is that most organizations are still treating AI fluency as optional upskilling, a training budget line rather than a hiring gate. That gap is expensive in a way that does not show up right away. A company that screens for the old baseline is, in Friar's framing, hiring people who are already below the floor. The rejection letters simply have not been written yet, because the managers doing the hiring have not updated the sentence they use to define a qualified candidate.

The clarifying question for any executive is small and uncomfortable. What is your organization's version of Friar's sentence for the roles you fill, and do the people running your interviews actually know what it is? Excel took a decade to become the baseline, spread by a vendor, taught in schools, and required by every employer. This floor is rising in years, not decades, and the companies on the right side of it are the ones that have already written the minimum down.

The floor moved while most companies were still calling it a training program. They are not hiring below their standard. They are hiring below the market's, and they have not read the memo yet.
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The incumbents sell fluency as a course you rent and re-buy every year. The asset that does not expire is a working procedure the client owns and can run in-house. MCOS packages that as Consulting-as-Code: a source-cited, model-portable procedure that keeps running after the trainer leaves and the tool gets swapped. Screening for a skill is necessary, but it is not the same as owning the outcome that skill was supposed to produce. Own the result, not the seminar.
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Sources
OpenAI CFO: Not knowing AI tools like Codex is now a dealbreaker for finance hires, Fortune
Firms in this story: OpenAI← Back to Edition No. 13