The Alpha Supply
White paperOptimizer-based measurement of how much active risk the S&P 500 can support, what a perfect-foresight allocator would use, and how constraint types change the character of active risk.

Nicholas Alonso, CFA
As Global Strategist, I apply three backgrounds to this role: quantitative research, software and systems architecture, and years of presenting that research directly to clients and consultants. Artificial intelligence has created a genuine opening in how institutional distribution can work, and we are moving on it early. My aim is to help define what a world-class distribution effort looks like in the new era, and to build it.
The design goal is an inference layer for distribution: research, client history, and meeting intelligence architected into a collective asset serving the full life cycle of the effort, from targeting opportunities through meeting preparation, follow-up, and client service. It is built to compound with every interaction, and to become foundational to everyone who sells at the firm.
Optimizer-based measurement of how much active risk the S&P 500 can support, what a perfect-foresight allocator would use, and how constraint types change the character of active risk.
How institutional distribution would run if research, client intelligence, and content production shared one observable pipeline.
Research-driven platform for delivering low-volatility efficiency with market-level participation, extending the earlier defensive equity architecture into Defensive Growth.