MARY

What MARY Is

MARY is ClarityX's internal applied research system—a multi-agent reasoning platform developed to explore and demonstrate our research ideas in practice.

It coordinates specialized analytical agents across macro analysis, risk assessment, portfolio construction, manager evaluation, and long-term capital planning. Together, these agents reason through complex investment problems that span multiple domains.

MARY is not a commercial product. It exists to operationalize ClarityX's research program and allow serious users to explore AI-augmented investment reasoning.

How MARY Reasons

MARY uses forward-looking analysis across multiple predictive and scenario-based models. Unlike single-model forecasting systems, MARY combines probabilistic reasoning with structured scenario analysis.

What MARY does:

• Multi-agent reasoning across macro, risk, portfolios, managers, and long-term capital
• Automates analytical workflows when users don't yet know what to analyze next
• Surfaces blind spots, second-order effects, and decision trade-offs
• Anticipates what analysis is needed before the user asks
• Keeps human judgment and accountability at the center

What MARY is not:

• Not a single-model forecasting oracle or "crystal ball"
• Not blind automation that removes human oversight
• Not a black-box system without explainability
• Not a replacement for fiduciary judgment and accountability

Research Integration

MARY embodies ClarityX's research themes in working systems. Each analytical capability connects to our broader intellectual program:

Explore Research Themes →

Explore the Platform

[Platform access placeholder: Entry point for users to explore MARY. This may link to the main investment-assistant dashboard or a dedicated exploration environment.]