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World model · 02
Sovereign Wealth

Decisions that outlast governments.

You manage assets that belong to a country. The decisions you make today will be lived by people who do not yet have a voice in them. Your time horizon is measured in generations. Your accountability is measured in transparency.

World model · Sovereign Wealth

Helios Brain for Sovereign Wealth.

The institutions that manage shared wealth have one obligation above all others: to act with care that matches the trust placed in them. We built our software for that obligation. Every recommendation comes with its reasoning. Every projection comes with its uncertainty. Every decision becomes part of an audit trail that will outlive every individual leader.

All world models
What this world model rehearses

7 decisions, tested before they are made.

01

Strategic asset allocation

Test allocation strategies against decades of historical data and projected scenarios. See expected returns, risks, and dependencies across asset classes. Identify the allocation that holds up under multiple futures.

02

Real estate portfolio decisions

When managing hundreds of properties, every transfer, lease, or sale has knock-on effects. Run scenarios. See the cascading impact on revenue, regional development, and stakeholder relationships.

03

Public-private investment evaluation

Before committing public capital to a project, test the assumptions. See how returns degrade under realistic conditions. Identify the projects that deliver on promise versus those that depend on luck.

04

Cross-generational stewardship reporting

Every decision documented, every assumption traced, every alternative considered. Preserved for the next steward who inherits the role.

05

Privatization and partnership decisions

When considering whether to retain, lease, partner, or sell an asset, see the long-term consequences of each path. Compare scenarios over twenty and fifty year horizons. Make decisions that the next generation of leadership can defend.

06

Currency and sovereign exposure management

Test hedging strategies and exposure limits against historical crises and forward-looking scenarios. Calibrate risk tolerance to a horizon that matches the life of the obligation, not the life of the political cycle.

07

Climate and ESG integration

Project the long-term financial and reputational consequences of climate exposure across the portfolio. Test reallocation strategies. Identify the path that meets fiduciary duty under multiple climate futures, not just the consensus one.

Hands on · who runs this loop

Three desks, one substrate.

CIO
01

Tests an allocation against fifty years of futures.

Multi-decade outcome distributions, not single-point forecasts.

Outcome
Strategic asset allocation defensible across leadership cycles.
Risk Officer
02

Identifies the path that holds under stress.

Currency, climate, geopolitical regimes layered as live constraints.

Outcome
Tail-risk stress-tested against historical and synthetic crises.
Trustee / Board
03

Inherits a full audit trail.

Every alternative considered, every assumption recorded. Trust survives transitions.

Outcome
Generational stewardship report, ledgered.
Compliance context

Built for the regulations that govern your sector.

01Santiago Principles for sovereign wealth fund governance
02OECD recommendations on public asset stewardship
03EU sustainable finance disclosure requirements
04Parliamentary oversight requirements specific to each jurisdiction
From the sovereign wealth room

We rehearse the policy change in their model first, then walk into the credit committee with the full picture. The questions get answered before they are asked.

Chief Risk Officer·European Tier-1 Bank