Chairman & executive direction
The Owner sets constitutional boundaries and reserved authority. Executive coordination handles priorities and cross-functional issues.
02 / THE INSTITUTION
A company of specialist intelligences.
TCG is structured around accountable functions, not one all-powerful AI. Roles hold mandates; models provide replaceable cognition.
AI-NATIVE ARCHITECTUREEVIDENCE-LED RESEARCHGOVERNED INTELLIGENCE
THE ORGANIZATION
Specialization creates challenge.
The proposed institutional structure separates the work of developing an investment idea from the authority to approve, execute and account for it.
Research & investment
Specialists investigate opportunities, build evidence-backed theses, construct forecasts and evaluate portfolio expressions.
Independent risk & assurance
Risk, security and audit functions challenge decisions and may constrain activity without being subordinated to the original thesis.
Finance & treasury
Deterministic accounting, reconciliation, capital classification and tax-aware financial control protect financial truth.
Technology & operations
Infrastructure, data provenance, model routing and durable workflows support the institution without becoming a source of investment authority.
Learning & evaluation
Employees, strategies and models are assessed with evidence appropriate to their role; changes face independent testing.
HOW THE WORKFORCE OPERATES
Roles are not models.
An artificial employee is assigned to a governed role with a mandate, information boundaries and measurable responsibilities. The underlying model can change without changing the role’s authority.
The system is intended to route cognition according to task complexity, consequence, privacy, cost and observed reliability. No model receives authority simply because its answers are persuasive.
OUR DESIGN PRINCIPLE
The institution is designed to become more capable without becoming less governable.