Building Data Centaurs in Investment Technology: A Guide for Investment Tech Leaders
Summary
Investment technology leaders face a choice: Create data centaurs (developers with human judgment amplified by AI horsepower) or reverse centaurs who merely validate AI output. Success requires clear ownership, motivated teams, and cultures that demonstrate top-down commitment to human agency. Here’s how you can build centaurs who ride AI forward for better results.
Matt Katz
As Arcesium's Field CTO, Matt leads Arcesium's Forward Deployed Software Engineering and Client Success teams. His work to empower clients and simplify technical challenges stems from a 25-year career in financial technology working with clients and software. Outside of work, he enjoys books, bikes, and boards.
Sources:
[i] DORA. https://dora.dev/
[ii] ACM Queue, 2021. https://queue.acm.org/detail.cfm?id=3454124
[iii] Locus, September 1, 2025. https://locusmag.com/feature/commentary-cory-doctorow-reverse-centaurs/
[iv] GitHub, June 13, 2023. https://github.blog/news-insights/research/survey-reveals-ais-impact-on-the-developer-experience/
[v] Reuters, March 14, 2025. https://www.reuters.com/technology/artificial-intelligence/jpmorgan-engineers-efficiency-jumps-much-20-using-coding-assistant-2025-03-13/
