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Artificial IntelligenceArtificial Intelligence
+10+10
How a PE Firm's Acquisitions Lead Ran an AI Agent Against His Own 80-Hour Comp, Then Called Off Two Analyst Hires
Sep 10, 2026

How a PE Firm's Acquisitions Lead Ran an AI Agent Against His Own 80-Hour Comp, Then Called Off Two Analyst Hires

Axia Partners, a Utah firm that buys RV parks, needed 80 analyst hours to run the comparable analysis on a single park and was about to hire two analysts to keep up. Connor McLeod and SageCreek built an AI agent that does it in a day, sitting next to the acquisitions lead while he did the work by hand. He ran it against his own comp, then cancelled the hires himself. Plus the same team taking park rebrands from 20 weeks to 4, and the most-read cases in the library.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+10+10
How a Clinical Trial Platform Took 1,000+ Hours of Manual Matching Off the Table, and How a Compliance Startup Got Acquired After Making Its AI Explain Itself
Aug 27, 2026

How a Clinical Trial Platform Took 1,000+ Hours of Manual Matching Off the Table, and How a Compliance Startup Got Acquired After Making Its AI Explain Itself

Plus a venture firm that put an AI assistant inside its LP data room and got 60+ hours a month back. Three builds from Bryson Greenwood of PressW, who answered five questions on how each one was done.

Stu Willson
Stu Willson
Artificial IntelligenceArtificial Intelligence
+10+10
How a $1B Hedge Fund Cut Call Prep From 60 Minutes to 5, and How a Fortune 500 CPG Team Got Every Data Answer Right
Jul 17, 2026

How a $1B Hedge Fund Cut Call Prep From 60 Minutes to 5, and How a Fortune 500 CPG Team Got Every Data Answer Right

Case studies from Jay Singh of Casper Studios and Aanikh Kler of Lazer Technologies, both about getting work out of the analyst queue and trusting the answer. Plus this week's podcast with Jimmy Bijlani.

Stu Willson
Stu Willson
Applied AI case studies and operator intelligence for private equity, mid-market, and enterprise leaders. A Pluris publication.

Proof of Work: Applied AI Case Studies

Applied AI case studies and operator intelligence for private equity, mid-market, and enterprise leaders. A Pluris publication.

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