What actually happens when AI gets deployed inside real companies.
Written by Ankit Gordhandas, founder of Eigenomic. Nothing we haven't built ourselves or checked against the record. For managing partners, firm owners, PE operating partners, and COOs — if you can read a P&L, you can read this.
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Every issue
No model announcements repackaged as insight, no AGI predictions, no link dumps. Each issue is a 4-minute read built around one real deployment.
It draws on Eigenomic's client work, The Hidden Layer podcast, and public filings — and every issue ends with the same ask: reply with a workflow you want torn down, and we pick one each week.
One real deployment taken apart with primary sources — what was built, what broke, what it cost, and what the dashboard never showed. Klarna, CH Robinson, and the ones you haven't read about yet.
One workflow where AI actually changes how a business runs — before, after, and the review gates that stay human.
A chart, checklist, or diagram you can drop into your next vendor meeting. Built to be forwarded.
One real, named, dated AI failure — and the missing review gate that caused it. Usually funnier than it should be.
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