Key Man Risk & Dependency Rating

Overview

This pillar assesses a company's dependency on a single key individual, like a founder or CEO. It helps predict market volatility and project outcomes tied to that person's presence, departure, or incapacitation.

What It Does

The analysis calculates a 'Key Man Risk' score by evaluating several factors. It measures the correlation between stock price movements and news concerning the key individual. It also assesses the 'Bus Factor', which represents how many people share that person's critical knowledge, and analyzes the clarity of the company's succession plan.

Why It Matters

The market often underprices the risk associated with a single point of human failure until an event occurs. This pillar provides an edge by identifying these hidden vulnerabilities, offering a clear signal for potential price drops or project delays before they become common knowledge.

How It Works

First, the primary 'key man' for a company is identified through media and document analysis. Next, historical stock data is correlated with sentiment from news about that person. Finally, this quantitative data is combined with a qualitative score of the company's succession plan to generate an overall dependency rating.

Methodology

The final score is a weighted average of three components: 1. Stock-to-News Correlation: A Pearson correlation coefficient between the key person's news sentiment score and the stock's 24-hour price change. 2. Bus Factor: A qualitative score from 1-10 based on the number of publicly known individuals capable of performing critical functions. 3. Succession Plan Score: A 1-10 rating based on the clarity and readiness of the stated succession plan in SEC filings.

Edge & Advantage

This pillar quantifies a significant, often purely narrative risk, allowing traders to price in a company's hidden fragility before a negative catalyst.

Key Indicators

• Founder Centrality Score

  high

  Measures the frequency and importance of the key individual's mentions in earnings calls and official company press releases.

• Bus Factor

  high

  An estimate of how many people would need to be 'hit by a bus' for a project or company to stall; a lower number signifies higher risk.

• Succession Plan Clarity

  medium

  A qualitative rating of the publicly available succession plan's quality, detail, and readiness.

Data Sources

• SEC Filings (10-K, 8-K)

  Provides official company risk factors, executive roles, and mentions of key personnel.

• Company Earnings Call Transcripts

  Offers insight into how central a key executive is to the company's narrative and strategy.

• Financial News APIs

  Used to track news volume and sentiment specifically related to a key individual.

Example Questions This Pillar Answers

• → Will Tesla's stock price drop by more than 10% in the week following an announcement of Elon Musk stepping down as CEO?
• → Will Apple's market cap fall below its current level within 3 months if Tim Cook unexpectedly retires?
• → Will a biotech firm's stock fall by over 15% if its lead research scientist departs for a competitor?

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