UBS
June 8, 2026
The Convergence: Designing Hybrid Investment Processes
EquitiesMacro Economic IndicatorsOther
This report outlines a framework for hybrid investing, arguing that success requires deliberate design and governance rather than just layering quantitative models over discretionary processes.
Key Takeaways
- 1.The future of active investing is hybrid, combining quantitative discipline with human judgment.
- 2.Many hybrid efforts fail not due to technology, but due to poor design and governance.
- 3.Effective hybrid models define explicit decision points where quantitative signals and human judgment interact under strict governance.
Table of Contents
- Executive summary
- Where fundamental-first approaches break down
- Where quantitative-first approaches fall short
- Hybrid investing as deliberate design
- Case study
- From blueprint to implementation
- Concluding perspective
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Authors
PD Dr. Matthias W. UhlJamie Lewin
Themes
Hybrid InvestingInvestment GovernanceAI and Quantitative Advisory
Regions
Global