Robert Frost Founder, builder, systems thinker.

// 02 / systemsMy Work

Learning infrastructure for measurable mastery.

Virtu Prep is the clearest expression of a broader pattern: building systems that make effort, growth, and capability visible.

01

The AI Operating System for Effective Learning

Virtu Prep

Virtu Prep is an AI-powered learning platform that helps create structured, adaptive, measurable learning environments. It's designed for students, families, schools, microschools, workforce programs, test prep, specialized academies, and institutions.

02

AI that builds and improves schools

School Builder Bot

School Builder Bot is a system for generating complete learning environments from requirements. It helps create academies, courses, pathways, modules, and structured learning experiences that can continuously improve over time.

03

Replacing gatekeeping with proof

Merit Institute

Merit Institute is focused on ideas, policy, and reform efforts that move education and employment away from credential gatekeeping and toward evidence of real ability.

04

Open-source infrastructure for measurable merit

Real Merit Protocol

Real Merit Protocol is an open-source framework for continuous measurement, real-time analysis, adaptive learning, and community-built tools that help education value real achievement instead of credentials, connections, or gatekeeping.

05

A public reference source for the science of learning

Learning Without Gatekeepers

Learning Without Gatekeepers is a book and knowledge resource focused on how people actually learn, why active practice matters, and how education can move beyond passive content and institutional control.

06

Focused learning environments for specific communities

Specialized Academies

I've built and helped develop specialized academies and learning environments across test prep, AI training, financial literacy, legal operations, Torah learning, language learning, special needs education, microschools, and international education.

// 03 / backgroundProfessional Background

Operations, finance, law, technology, education, and systems building.

AI-powered education technologyLegal operations trainingFinancial exchange infrastructureForeign exchange trading and educationEarly neural networks for market predictionHedge fund investment analysisFamily office operationsGlobal supply-chain optimizationInternational energy-policy projectsSecurities law and sophisticated finance researchKPI systems, operational controls, and performance measurement

// 04 / rolesSelected Roles

Founder, operator, analyst, and builder.

01

Virtu Prep

2015 to Present

Founder

Built a neuroscience-based, AI-driven learning platform integrating biological and behavioral data to personalize education in real time. Directed product innovation, team-building, marketing strategy, business development, and sales execution.

02

World Energy Forum

2012 to 2013

Director and Executive Project Manager

Helped lead an international conference involving more than 20 heads of state and 60 energy ministers. Supported the establishment of World Energy Day with backing from more than 60 world leaders.

03

Koherent

2010 to 2015

COO and CIO

Helped build and scale a multi-billion-dollar portfolio, designed operational systems, optimized global supply chains across Asia and North America, and improved organizational KPIs.

04

Novus Partners

2009 to 2010

Hedge Fund Investment Analyst

Led portfolio analysis and reporting, built financial models, managed investment risk reporting, and automated reporting tools.

05

Caufex and Panafex

2005 to 2009

VP Operations

Led operations for two fully electronic financial exchanges specializing in stocks, commodities, futures, and derivatives.

// 05 / educationEducation

Academic foundation and formative training.

01

Juris Doctor

Benjamin N. Cardozo School of Law

02

Bachelor of Science

University of Iowa

03

Policy debate

The Bronx High School of Science

// 06 / themesSpeaking Themes

Topics for podcasts, panels, schools, investors, and media.

01

The Future of Education Is Provable Mastery

Why education must move beyond attendance, grades, and credentials.

02

AI Should Not Replace Learning, It Should Measure and Accelerate It

Why the best AI education systems will focus on learner change, not answer generation.

03

From Gatekeeping to Real Merit

How alternative credentials, school choice, and measurable performance can reshape opportunity.

04

What Education Can Learn From Markets and Operations

Why schools need better feedback loops, measurement systems, and accountability structures.

05

The End of Passive Learning

Why watching videos and consuming content isn't enough.

06

Building Schools in the Age of AI

How AI can generate and improve complete learning environments.

// 07 / bioPress Bio

Formal Bio

Robert Frost is the founder and CEO of Virtu Prep, an AI-powered education technology company building infrastructure for measurable learning and provable mastery. His work focuses on learning science, artificial intelligence, school choice, alternative credentialing, merit-based reform, and the creation of adaptive learning environments.

Before founding Virtu Prep, Frost worked across financial markets, electronic exchange infrastructure, hedge fund analysis, family office operations, global supply chains, and international energy-policy initiatives. His background includes early work in foreign exchange trading, neural networks for forex prediction, securities law research, and large-scale operational systems.

He's also the creator of Merit Institute, Real Merit Protocol, and Learning Without Gatekeepers, projects focused on moving education and employment away from credential gatekeeping and toward evidence of real ability.

// 08 / missionMission

Replace credential gatekeeping with evidence of real ability.