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AI-powered

Behavioral intelligence for
financial decisions

Built on Thorsten 4, our proprietary Large Psychology Model (LPM).

"We used millionways’ behavioral intelligence and scoring to inform equity selection around earnings events. The positions we selected using this framework generated a 17% return over the evaluation period. More importantly, it gave us a new lens on executive behavior and decision quality that we hadn’t been able to systematize before."

Senior Investment Professional, Multi-Strategy Hedge Fund

How millionways is used in finance

millionways analyzes real-world material to surface behavioral signals relevant to financial decision-making.

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Common inputs include:

  • earnings calls and investor communications

  • management commentary and strategic updates

  • internal investment discussions

  • other decision-relevant text or audio
     

Teams can upload material directly or integrate via API to incorporate behavioral intelligence into existing workflows.

What insights are surfaced

Thorsten 4 identifies decision-relevant behavioral patterns across language, interaction, and context, including:
 

  • how risk is framed and justified

  • how narratives evolve or remain consistent over time

  • how leadership behavior shifts under pressure

  • how strategic intent is communicated across cycles


These insights are surfaced in an interpretable format alongside existing financial and qualitative analysis.

Applied decision contexts

Behavioral intelligence can support decisions such as:
 

  • portfolio construction and ongoing portfolio management

  • company and leadership assessment during diligence

  • monitoring narrative consistency across reporting periods

  • understanding shifts in strategic posture and risk communication
     

Insights are designed to complement existing research and judgment, not replace them.

Designed for integration

millionways is built to integrate into modern investment workflows.
 

Behavioral intelligence can be accessed through direct uploads or via API, allowing teams to incorporate insight without disrupting existing tools or processes.

Put behavioral intelligence
to work in finance

millionways applies behavioral intelligence to financial decisions made under uncertainty, risk, and consequence.
 

By focusing on how decisions are formed and communicated, not just what is reported, Thorsten 4 adds behavioral context to moments such as earnings discussions, strategic inflection points, and periods of volatility.
 

This additional layer helps investment teams better understand leadership behavior, narrative consistency, and risk framing across the decision cycle, complementing traditional financial analysis without replacing it.

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