SOVEREIGN\PROVENANCE · Fractal
Risk Analysis Suite
CVaR risk analysis and digital twin predictions. Advanced risk modeling for provenance integrity.
High-stakes provenance requires understanding not just current state, but potential future risks. Risk Analysis Suite uses Conditional Value at Risk (CVaR) modeling and digital twin predictions to forecast integrity issues before they occur.
Protocol surface
Risk Analysis Suite
01
Signal
02
Confidence
03
Bound
Protocol surface — not a live dashboard.
What we promise
CVaR risk analysis… quantify worst-case scenario risks.
Digital twin predictions… forecast how integrity will evolve over time.
Scenario modeling… run "what-if" scenarios to understand risk factors.
Risk mitigation recommendations… automated suggestions to reduce risk.
Who it's for
- •Enterprises managing high-value intellectual property
- •AI labs tracking model integrity and lineage
- •Financial institutions requiring risk-aware provenance
- •Government agencies with compliance requirements
Your journey
From provenance record to risk assessment…
Provenance data
Existing provenance records and historical integrity data.
CVaR analysis
Calculate Conditional Value at Risk for worst-case scenarios.
Digital twin creation
Create predictive models of how integrity will evolve.
Scenario modeling
Run "what-if" scenarios to understand risk factors.
Risk report
Generate comprehensive risk assessment with mitigation recommendations.
Risk alerts
Alert stakeholders when risk thresholds are exceeded.
What you get
CVaR risk analysis
Conditional Value at Risk modeling to quantify and predict provenance integrity risks
Digital twin predictions
Predictive modeling that creates digital twins of provenance scenarios
Scenario modeling
Run "what-if" scenarios to understand how different factors affect integrity
Risk mitigation recommendations
Automated recommendations for reducing risk based on analysis
Risk classification
Overall risk level classification (low, medium, high, critical)
Historical risk tracking
Track risk levels over time and identify trends
Measurable results
Integrations
Buy this layer
One-time purchase per artifact. Parent subscriptions below keep console access.
Add-on
CVaR Tail Risk Analysis
Conditional Value at Risk computation for worst-case scenario identification
$10 / artifact
Buy CVaR Tail Risk AnalysisIncluded with these plans
Buy CVaR as a one-time add-on, or include it with an Enterprise or AI Provenance subscription.
AI Provenance
Usage-based dataset and model lineage for ML teams
- 10k proofs/month included
- Dataset + model manifests
- Training lineage API + SDKs
- Auditor compliance bundles
- Overage $0.05/proof after 10k
- Dedicated compliance engineer
Enterprise & R&D
Clean IP and compliance for teams
- API + SDK
- SSO + RBAC
- Compliance snapshots (EU AI Act, ISO 42001)
- Priority SLA
- Custom integrations
- Dedicated support
Proof & sharing
Understand and mitigate provenance risks before they become problems.
FAQs
Compliance & trust
Risk Analysis Suite transforms provenance into a risk-aware decision support system.
Governed by The Covenant of Restraint, aligned with our Mission & Vision, and grounded in the Genesis Moment.