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    "name": "Aaron Trubic",
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          "text": "Aaron Trubic is Managing Director of Red Label, a strategic intelligence practice for PE, VC, and institutions that have to decide on thin records. A founder and operator with three agencies and two exits, he spent two decades in entertainment, luxury, and research-facing advisory. Based in the EU. He is the author of The Shape of Outcomes and a cellist and bassist.",
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          "text": "I have spent twenty years advising private equity firms, venture capital funds, institutional research groups, and some of the world's most iconic global brands. I am Managing Director of Red Label, a strategic intelligence practice. I publish Chubby Tails, a Substack newsletter on geopolitics and tail risk.",
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          "text": "Red Label runs open-source intelligence and strategic decision support for institutional clients. The firm is small by design, takes a limited number of engagements per quarter, and writes reports for the people making the decision.",
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      "description": "Twelve-lens analytical methodology for forcing competing scenarios from the same evidence under incomplete information. Described in The Shape of Outcomes; implemented as an analytical platform at vektora.md.",
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          "text": "Vektora is an analytical methodology platform that came out of patterns across decades of operating work. The argument is laid out in The Shape of Outcomes: force every strategic question through twelve competing analytical perspectives and pay attention when they disagree.",
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          "text": "The Shape of Outcomes traces a pattern across five case studies spanning intelligence, finance, technology, industrial safety, and national security. It explains why the pattern keeps recurring and introduces a discipline: force every strategic question through twelve competing analytical perspectives.",
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          "text": "Chubby Tails is the Substack. Geopolitics and tail risk for general readers. The premise is that fat-tailed events drive most of what matters and most analysis ignores them.",
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          "text": "Most engagements start with a question that will not fit a desk audit. What is the operating history behind this entity? Who are the actual people and structures behind the principal? The work blends formal records, structured open-source collection, network analysis, and operating judgment.",
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          "text": "Spent my twenties running American operations for a European multinational while training as a classical cellist on the side. Concert-level training and performance on cello and bass sits beside the advisory and intelligence career.",
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