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.