AI Infrastructure Risk Assessment

Evaluate AI Infrastructure as
Critical Infrastructure

Stratum evaluates AI data centers and GPU infrastructure not as "investment targets" but as "critical infrastructure that must not fail." Multi-dimensional analysis of credit, operational, and cyber risks to support investment decisions from an operational continuity perspective.

Multi-dimensional Analysis Operational Continuity Time-series Tracking
Sample Assessment ELEVATED
Credit Risk 65
Operator Financial Health MEDIUM
Customer Concentration HIGH
Operational Risk 78
Power Infrastructure HIGH
Cooling System MEDIUM
Cyber Risk 42
Features

Multi-dimensional Risk Assessment Framework

Evaluate AI infrastructure operational continuity from three perspectives

1

Credit Risk Analysis

Evaluates operator financial health, customer concentration, and contract continuity. Quantifies how operator viability impacts investment value.

2

Operational Risk Analysis

Identifies and evaluates single points of failure including power supply redundancy, cooling system reliability, and network connectivity stability.

3

Cyber Risk Analysis

Evaluates security posture, vulnerability management, and incident response capabilities. Analyzes operational disruption risk from cyber attacks.

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Dependency Mapping

Visualizes external dependencies including power utilities, cooling system vendors, and network providers.

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Time-series Risk Tracking

Tracks risk indicator changes over time to identify trends. Provides early warning signals for emerging risks.

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Actionable Recommendations

Based on assessment results, proposes risk mitigation measures and additional due diligence items with clear prioritization.

Sample Reports

Sample Reports

View samples of reports generated by Stratum

Use Cases

Use Cases

Stratum can be utilized in the following scenarios

AI Data Center Investment Evaluation

When considering investment in AI data centers, evaluate risks from an operational continuity perspective. Use as supplementary material for investment decisions.

GPU Infrastructure Vendor Assessment

When selecting GPU compute resource providers, compare and evaluate supplier operational reliability.

Portfolio Risk Management

Continuously monitor risks of existing investments. Track risk changes over time and use for early warning detection.

Due Diligence Support

Support technical and operational risk evaluation in M&A and large-scale investment due diligence.