How much does a headline cost? Research into 'ESG Controversies' (quantifying negative news events regarding labor, fraud, or environmental spills) reveals a direct link to valuation. Companies that experience a 'Severe' controversy event typically see a valuation erosion of **4% to 5%** relative to peers in the immediate aftermath, with effects lingering for months. Crucially, the research shows that 'Controversy Scores' are a leading indicator: a rising frequency of minor controversies often precedes a major stock-drop event.
https://clarity.ai/research-and-insights/esg-risk/measuring-esg-risk-esg-controversies-lead-to-a-2-to-5-stock-underperformance-after-six-months/We track 'Controversies' as a proxy for Operational Control. A management team that cannot prevent labor scandals or regulatory breaches is a management team that lacks control over its own periphery. We view rising controversy scores not as 'PR problems' but as 'margin compression' indicators. We exit positions where controversy velocity increases, because the 'Reputation Tax' is about to be levied by the market.
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