Scénarios Métiers

Contexte :
A manufacturing company deploys ONNX models to edge devices for detecting machine anomalies. Before deployment, the MLOps pipeline validates the structural integrity of the 'v2.0' ONNX model to ens...

Contexte :
A major bank uses a deep neural network for real-time fraud scoring. The model file is significantly large (several hundred MBs). The test ensures that the `check` action can handle large BLOBs wit...

Contexte :
During the transfer of a Credit Risk model from the training environment to the production CAS server, the file was corrupted (truncated). The pipeline must detect this invalid format to prevent th...

Contexte :
During a regulatory compliance audit, the 'sampling' action set must be kept stable. The auditor wants to ensure that no administrator creates an EXCLUSIVE lock (which would imply a major update or...

Contexte :
The HR department is updating access policies for the 'Salary' column in the employee database. They need to ensure that during the update process (transaction), no other admin can modify the secur...