Complete Asset Lifecycle Visibility
Deployment & Baseline
Establish performance baselines when GPUs enter service. Record initial thermal profiles, power characteristics, and expected workload patterns from loan application.
Initial State
Factory specs & expectations
Workload Profile
Projected usage patterns
Risk Score
Initial risk assessment
Ongoing Performance Monitoring
Continuous tracking of actual vs. expected performance. Real-time alerts when assets deviate from baseline assumptions that underpin your loan terms.
Utilization Trends
Actual vs. projected usage
Thermal Health
Operating temp trends
Stress Events
Spikes, throttling, errors
Depreciation Modeling & Salvage Value
Generate asset-specific depreciation curves based on actual wear and performance degradation. Adjust salvage value projections as assets age.
Performance Decay
Measured degradation
Economic Life
Updated projections
Salvage Value
Data-driven estimates
What You Get
Per-Asset Reporting
- →Complete performance history for every GPU
- →Actual vs. expected utilization analysis
- →Thermal stress quantification
- →Maintenance event log with impact assessment
Portfolio Analytics
- →Aggregate portfolio health scores
- →Borrower performance rankings
- →Salvage value forecasting models
- →Risk concentration analysis