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Good morning, friends. MassMutual hit 30% productivity gains by changing how they bought AI, not which AI they bought. London finance analyst vacancies fell from 350 to 80 in four years. More than half of U.S. accountants expect a recession by year-end. Let's get into it.
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In This Morning's Issue
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MassMutual cracked AI ROI with a 12-month contract rule
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No. 01
| FINANCE STRATEGY
| Lead Story
MassMutual cracked AI ROI with a 12-month contract rule
MassMutual reported 30% developer productivity gains. Contact center resolution times dropped from 10 minutes to one minute and per-resolution costs fell from dollars to cents. Every vendor agreement is capped at 12 months. KPIs are defined before signing and vendors have to show results at renewal. When a tool missed the benchmark, they walked.
The Signal — Most finance teams sign three- to five-year AI contracts with no performance baseline, then find out the tool doesn't work at renewal — by which point switching is expensive and politically awkward. A Gartner survey of 183 CFOs found 84% adopted AI in finance but only 7% report high impact. That gap is almost entirely a measurement problem, not a technology problem. MassMutual's answer is procurement discipline: define what success looks like before you sign. What to watch: Oracle just moved enterprise AI customers to token-based subscription pricing. Finance teams locked into multi-year deals without KPIs will pay for usage they can't justify. Watch for the ones that start demanding performance clauses before they sign.
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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
Memoriq (memoriq.app)
Memoriq stores your AI conversation history across ChatGPT, Claude, Gemini and Grok, then pulls it into your next session automatically. Good for finance teams that jump between tools on the same client matter and don't want to re-paste prior context every time.
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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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