Where Science Meets
Investment Strategy

We deploy Heavy-Tail Optimization and tactical risk management to build institutional portfolios engineered for the events that traditional models say can't happen.

SEC Registered
CRD #339186
Institutional Only

Traditional Risk Models Are
Dangerously Wrong

Modern Portfolio Theory assumes market returns follow a Gaussian (bell curve) distribution. This assumption systematically and catastrophically underestimates the probability of extreme events.

Feb 5, 2018 Volatility Spike
0x
Underestimation Factor
Gaussian model said this was a 1-in-4,409 year event. It actually occurs every 1.36 years.
COVID Crash — March 2020
0x
Underestimation Factor
Gaussian model said this was a 1-in-33.9 million year event. It actually occurs every 37 years.
Black Monday — Oct 1987
0x
Underestimation Factor
Gaussian model said this was a 1-in-billion year event. It actually occurs every 80 years.

Source: Analysis by Ron Piccinini, Ph.D., Head of Research at Dreams Investment Solutions. Past market events are not indicative of future results.

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Institutional Services

Subadvisory and asset management solutions for RIAs, broker-dealers, and family offices.

Why Choose Dreams

01

Proprietary Risk Science

Our Heavy-Tail Optimization framework, developed by Ph.D. researchers, provides a mathematically rigorous alternative to the deeply flawed assumptions embedded in Modern Portfolio Theory.

02

Institutional Pedigree

SEC-registered, compliance-first, and purpose-built for institutional capital. We speak the language of RIAs, broker-dealers, and family offices.

03

Tail-Risk Aware Allocations

Every portfolio is constructed to survive — and capitalize on — the extreme market events that traditional models dangerously underestimate.

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Interested in learning how HTO can enhance your clients' portfolios? Contact us for a confidential conversation.