Proprietary mandate.
The mandate concerns CMAC-owned capital, not client asset management or public investment accounts.
Mandate & boundariesCapital Market Algorithm Corporation
Proprietary investment & quantitative researchProprietary investmentQuantitative research
Proprietary capital.Disciplined research.
CMAC develops quantitative research methods, adaptive algorithms, and recursive machine-learning approaches to inform a proprietary investment mandate centered on company-owned capital.
CMAC also designs system architectures and develops governed AI reasoning systems, emphasizing evidence, validation, testability, and accountable control.
MandateCompany-owned capital. Proprietary mandate.
FocusMarkets, methods, and risk.
StandardEvidence before conviction.
01 / Investment
Research serves the
capital decision.
Research serves CMAC's investment purpose through disciplined hypothesis testing, market analysis, and risk evaluation. Findings are assessed against evidence and defined controls before they can inform consequential decisions.
Quantitative inquiry.
Research priorities include signal durability, changing market conditions, trading costs, and the limits of models. A promising result is a question to examine, not a promise.
The research agendaAccountable judgment.
Evidence, assumptions, and limitations should remain distinguishable. Investment decisions require more than a persuasive narrative or a favorable simulation.
Institutional principles02 / Research and engineering
Quantitative research demands engineering discipline.
CMAC develops research systems for controlled experimentation, reproducible evaluation, and validation. Traceable evidence helps distinguish promising ideas from substantiated findings.
Explore research and engineering