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Research Brief

Why Data Lineage Matters More Than Data Volume

In tokenized markets, knowing where data comes from is often more valuable than having more of it. This brief explores why provenance and verification are essential for institutional trust.

Jan 2026 12 pages
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Technical Paper

Why Valuation Oracles Are Dangerous for Real Estate

Automated valuation mechanisms designed for liquid markets face fundamental challenges when applied to real estate. Understanding these limitations is critical for institutional participants.

Jan 2026 18 pages
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Market Analysis

Why Secondary Liquidity Is Broken

Despite promises of enhanced liquidity, secondary trading in tokenized real estate remains fragmented and thin. An examination of the structural factors limiting market depth.

Dec 2025 15 pages
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Policy Paper

The Case for Standardized Disclosure in Digital Securities

Without common disclosure standards, due diligence remains manual and costly. How standardization could unlock institutional participation at scale.

Dec 2025 10 pages
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White Paper

Building the Bloomberg for Tokenized Real Estate

Traditional financial markets rely on trusted data providers. Tokenized markets will require similar infrastructure—but with different architectural requirements.

Nov 2025 22 pages
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Regulatory Analysis

Cross-Border Challenges in Tokenized Real Estate

Tokenized real estate often involves multiple jurisdictions with different regulatory frameworks. Understanding these complexities is essential for compliance.

Nov 2025 14 pages
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Research Focus

Areas of investigation

Data Infrastructure

Standardization, normalization, and delivery systems for institutional data.

Market Structure

Analysis of liquidity, trading venues, and market development.

Regulatory Landscape

Jurisdictional requirements and compliance considerations.

Institutional Adoption

Requirements and barriers for regulated investor participation.

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