AI-powered
Behavioral intelligence for
high-stakes decisions
millionways models human behavior to
evaluate decisions before they unfold.
Built on Thorsten-4, our proprietary Large Psychology Model,
grounded in over a decade of behavioral research.
Behavioral intelligence is the missing AI layer
Generative models predict what comes next.
Thorsten-4 analyzes behavioral patterns that shape how decisions are formed, even when outputs appear similar.
Thorsten-4
Our proprietary Large Psychology Model designed to analyze behavioral dynamics across context and time.
Thorsten-4 can operate independently or alongside generative models to surface decision-relevant behavioral signals where traditional AI falls short.
Behavior, not just output
Generative models predict what comes next. Thorsten-4 analyzes behavioral tendencies and interaction patterns that shape how decisions unfold, even when outputs look similar.
Built for high-stakes contexts
Designed for environments where uncertainty, pressure, and consequence matter.
Emphasizes interpretability and behavioral insight to support human judgment, not opaque automation.
How it works
Input
real-world material
Text or audio from earnings calls, interviews, social media, meetings, or integrated systems via our API
Thorsten-4 identifies decision-relevant behavioral patterns across language, interaction, and context.
Surface
behavioral insight
Interpretable insight adds behavioral context alongside existing data and qualitative inputs.
Support
better decisions
Behavioral insight supports high-stakes decisions such as:
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investment strategy and portfolio construction
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consumer behavior, brand resonance, and product
adoption -
leadership and executive evaluation
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hiring, succession, and organizational strategy
Put behavioral
intelligence to work
Explore how millionways supports decision-making across its primary surfaces
For finance
Understand how companies, leaders, and markets behave under pressure.
Add behavioral context to financial analysis by surfacing patterns in risk framing, narrative coherence, and leadership behavior across earnings, strategy, and execution.
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For consumer behavior
Understand how consumers evaluate products, brands, and purchasing decisions.
Surface behavioral drivers behind product adoption, brand trust, and purchasing motivation by analyzing real consumer communication and market interactions
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For leadership & talent
Understand how leaders and teams behave in high-consequence environments.
Incorporate behavioral insight alongside resumes, interviews, and references to support hiring, evaluation, performance, and succession decisions.
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The behavioral intelligence foundation behind millionways
35M+
Behavioral signals processed
10 Years
Longitudinal research program
100,000+
Hours of structured
behavioral research
50+
Behavioral scientists & psychologists contributing in the research program