AnalysisOpinion / analysisAgents & Tool Use · Applications · Business, Funding & Industry1 source · Oct 16, 2026

AI Agents Cut 3-Day Portfolio Builds to Minutes — Jack McDonald, Apollo & Michael Manapat, Rowspace

Apollo's CLO business used to spend 2–3 days building a single mock portfolio by hand in Excel.

Proof1 independent outlet

Key points

  • Jack McDonald (Principal at Apollo and COO of Redding Ridge, Apollo's ~$50B structured credit and CLO manager) talks with Rowspace co-founder Michael Manapat about where AI becomes mission-critical in finance.
  • 3:38 Portfolio construction: days → minutes
  • 9:21 How Apollo became AI-native early
  • 18:20 Advice for builders applying AI to finance

Sources (1)

Extractive summary: sentences quoted from the sources.

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