About Kairos Alpha
We are building the future of intelligent investing — where advanced AI meets deep quantitative research to deliver an edge that few can access.
Our Mission
To deliver unparalleled trading intelligence to a select group of institutional partners — harnessing the power of artificial intelligence to unlock alpha that others cannot see.
Our Story
Born at the Intersection of AI and Finance
Kairos Alpha was founded by Michael Butler with a singular conviction: the most transformative breakthroughs in finance would come not from faster hardware or bigger datasets alone, but from fundamentally rethinking how machines understand markets.
Our founder spent years at Microsoft, Google, and Amazon — building large-scale distributed systems and AI infrastructure — before recognizing that the next frontier of applied AI lay in quantitative finance. He assembled a world-class team to build something that didn't exist: a truly intelligent trading platform.
Starting with a core research team in San Francisco, Kairos Alpha built its first generation of transformer-based market models in a small office south of Market. Within eighteen months, our models were consistently identifying non-obvious correlations and regime shifts that traditional quantitative approaches routinely missed. Today, our platform processes millions of signals daily across global equity, fixed income, and derivatives markets — turning cutting-edge AI research into real, measurable alpha.
AI, Machine Learning & Quantitative Research
Our Values
The Principles That Drive Us
Innovation
We relentlessly push the boundaries of what AI can achieve in financial markets. Every model we build challenges conventional thinking and explores uncharted territory in quantitative research.
Integrity
Transparency and ethics are non-negotiable. We maintain rigorous standards in our methodology, openly communicate our approach, and hold ourselves accountable to the highest fiduciary principles.
Performance
Alpha is our north star. We are in relentless pursuit of risk-adjusted returns that outperform benchmarks — continuously refining our models, optimizing execution, and measuring every basis point.
Precision
Every decision is driven by data. From signal generation to trade execution, we engineer our systems for exactness — because in quantitative finance, the margin between alpha and noise is measured in fractions.
Leadership
Led by Experience
Our team brings together decades of experience across quantitative finance, artificial intelligence, and enterprise technology.
Michael Butler, PhD
Founder & CEO
20 years of combined experience at Microsoft, Google, and Amazon, spanning large-scale distributed systems, machine learning infrastructure, and AI-driven product development. Michael founded Kairos Alpha with the conviction that the most transformative breakthroughs in finance would come from fundamentally rethinking how machines understand markets.
The Team Behind the Technology
Our team includes PhDs in machine learning, mathematics, and financial engineering from top research institutions. They bring experience from the world's leading quantitative hedge funds, AI research labs, and proprietary trading desks.
Technology
Our AI/ML Stack
Purpose-built from the ground up for financial markets — every layer of our technology is designed for speed, accuracy, and adaptability.
Transformer Models
Custom financial transformer architectures trained on decades of market data. Our attention mechanisms capture long-range dependencies across asset classes, identifying regime changes and cross-market signals that traditional time-series models cannot detect.
Reinforcement Learning
Our RL agents learn optimal execution and portfolio allocation strategies through millions of simulated market episodes. They continuously adapt position sizing, entry/exit timing, and risk budgets in response to real-time market conditions.
NLP Sentiment Engine
Real-time natural language processing across earnings calls, SEC filings, news feeds, and social media. Our sentiment models quantify market narrative shifts and information asymmetry, turning unstructured text into actionable trading signals with sub-second latency.
Ready to Find Your Alpha?
Kairos Alpha works with a select group of institutional investors. If you believe there's a fit, we'd like to hear from you.