Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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table caslibInfo

Storage Type Filtering and System Library Discovery

Contexte :
The IT Infrastructure team is planning a migration of local file system storage to cloud storage. They need to programmatically identify all 'PATH' based caslibs to schedule them for migration, whi...
langModel calculateErrorRate

Validation of Medical Dictation Accuracy

Contexte :
A hospital is evaluating a new Speech-to-Text model for transcribing doctor's notes. The goal is to compare the model's output against manually verified transcripts to ensure the Word Error Rate (W...
langModel calculateErrorRate

High Volume Customer Support Analytics

Contexte :
A telecommunications company processes 10,000 customer support calls per hour. The data science team needs to ensure the `calculateErrorRate` action can handle batch processing of high-volume short...
langModel calculateErrorRate

Robustness to Missing Data and ID Mismatches

Contexte :
In a real-world pipeline, audio files sometimes fail to process, or metadata gets corrupted. This test simulates a 'dirty' dataset where some hypothesis IDs are missing (audio failure), some refere...
causalanalysis caEffect

Marketing Campaign Impact using Doubly Robust AIPW

Contexte :
A retail bank wants to evaluate the effectiveness of a new email promotion ('Promo') versus no contact ('Control') on customer credit card spending. They need a robust estimation that corrects for ...