Dharma Insights — Operational№ 220 · Web3
← The Signal№ 220 · Web3 · February 12, 2026 · 1 min read

EVD Tokenization

Most tokenization projects misunderstand the Economic Value of Data (EvD). EvD ≈ Financial Impact × Reusability ÷ Data Silos Value grows when the same dataset drives multiple financial outcomes. Value…

Most tokenization projects misunderstand the Economic Value of Data (EvD).

EvD ≈ Financial Impact × Reusability ÷ Data Silos

Value grows when the same dataset drives multiple financial outcomes.
Value shrinks when data is isolated and non-composable.

Putting assets on-chain doesn’t create value.
Prediction + reuse does.

The real Web3 / RWA stack:

Asset → Token → State Data → Predictive Layer → Programmable Execution → P&L

Example:
A liquidity stress profile for tokenized T-Bills can power:
• Collateral optimization
• Margin compression
• Redemption forecasting
• Stablecoin reserve monitoring

Marginal data cost ≈ 0.
Financial value compounds.

Tokenization is the transport layer.
Prediction is the engine.
Reuse is the moat.

If you can’t measure financial value per dataset,
it’s not infrastructure — it’s storage.

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