Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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pca eig

Genomic Data with Singularity and Origin Forcing

Contexte :
Researchers are analyzing gene expression data that has been pre-normalized to be centered around zero. They want to perform PCA without an intercept (forcing the model through the origin). Additio...
ecm ecm

Operational Risk Aggregation for Banking

Contexte :
A retail bank needs to calculate its Economic Capital by aggregating operational risks from two main business lines: 'Internal Fraud' and 'IT System Failures'. The Risk Management department requir...
ecm ecm

High-Volume Multi-Line Insurance Aggregation

Contexte :
A global insurance company is modeling aggregate losses across three distinct portfolios: Auto, Home, and Health. To ensure stability in the tail of the distribution, they require a high-volume sim...
ecm ecm

Extreme Tail Stress Test without Shuffling

Contexte :
A financial institution is performing a 'Stress Test' focusing exclusively on extreme catastrophic events (the top 1% of losses). For reproducibility and auditing purposes on a distributed system, ...
builtins echo

Configuration Parameter Verification for Regulatory Audit

Contexte :
A financial institution runs credit risk simulations daily. To comply with strict regulatory audit trails (Basel III), the system must explicitly log the configuration parameters (interest rate cap...