EntityMap
Publisher: Aaron Trubic ·
aarontrubic.com ·
Machine file: entitymap.json ·
Spec: EntityMap v1.0
Structured, entity-first description of this site's knowledge for AI retrieval systems. Human review status: self-declared, published by the publisher named above.
Aaron Trubic
Type: Person
Managing Director of Red Label, a strategic intelligence practice. Author of The Shape of Outcomes and principal author of the Vektora methodology. Founded three agencies with two exits; background in entertainment, lifestyle, luxury, PE and VC advisory. Based in the EU. Cellist and bassist.
Relations: AFFILIATED_WITH Red Label; AFFILIATED_WITH Vektora
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.
Red Label
Type: Organization · aka Red Label Intelligence
Boutique strategic intelligence practice: counterparty intelligence, country risk, bespoke investigations. Small by design. Led by Aaron Trubic.
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.
Vektora
Type: Methodology
Twelve-lens analytical methodology for competing scenarios under incomplete information. Described in The Shape of Outcomes; platform at vektora.md.
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.
The Shape of Outcomes
Type: Guide · Book
Book by Aaron Trubic on organizational failure patterns and a twelve-lens response.
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.
Chubby Tails
Type: Service · Newsletter
Geopolitics and tail risk newsletter by Aaron Trubic.
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.
Counterparty intelligence
Type: Concept
OSINT and written judgment on people and entities when the public record is thin, before capital or partnership commits.
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.
Cellist and bassist
Type: Concept · biography
Concert-level cello and bass; craft biography, not the commercial product.
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.