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Good morning, friends. PwC put a number on the AI value gap this week: 74% of the upside goes to 20% of firms. The spending gap driving it is 681 to 1. State lawmakers are writing AI tax bills right now. And over half of accountants at AICPA's ENGAGE told pollsters they expect a recession by year-end, though that survey deserves a closer look before you clear your calendar. Useful Friday.
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In This Morning's Issue
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74% of AI's upside goes to 20% of firms
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No. 01
| FINANCE
| Lead Story
74% of AI's upside goes to 20% of firms
PwC's 2026 AI Performance Study and Ramp AI Index show 74% of AI's economic value is pooling in 20% of companies. The numbers are blunt: the top 1% of firms spend $7,500 per employee per month on AI. The median company spends $11. That 681-to-1 gap has produced a 7.2x difference in value captured.
The Signal — The firms pulling ahead didn't buy better tools. They redesigned their workflows around AI instead of layering tools onto existing processes. That distinction is now showing up in the margins: leaders hold a 4-percentage-point profit advantage and capture 7.2x more value. For CPAs and finance advisors, one question now comes before any AI recommendation: has this client redesigned, or just added tools? What to watch: Watch whether the value gap widens in the second half of 2026 as AI infrastructure costs keep falling. Firms still layering tools rather than redesigning have a closing window. The gap is starting to look permanent.
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External links — the most worth-clicking AI items from around the web this week.
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Workflow of the Week
Cloudskill (producthunt.com/products/cloudskill)
Cloudskill tracks the prompts, tools and workflows your team depends on. The ones that became de facto firm policy without anyone writing them down. Worth a look if you're building an AI usage policy before a regulator or client asks for one.
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From the Archive
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That's the dispatch.
If something here changed how you think this week, hit reply and tell me. I read every one.
— Jim
Jim Smart · Founder, Nexairi
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— The Letters Desk —
Write back. We're listening.
Every reply lands in the editor's inbox. Tell us what hit, what missed, or what we should chase tomorrow — one sentence is plenty.
Or just hit reply. [email protected]
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