Automated Plausibility Checks for Large-Scale Data
Use Case Family
Business Domain
IT
Processes
Data Quality Management
Challenge
IT departments often deal with extensive datasets, making it difficult to identify process dependencies, validate workflow consistency, and detect anomalies. Without automation, the analysis process is slow and critical data issues may go unnoticed.
Solution
Generative AI leverages machine learning to efficiently analyze large datasets, identify patterns, validate logical process steps, and flag inconsistencies automatically. This enables real-time, scalable data quality control.
Benefits
-
Significantly reduces analysis time and manual workload
-
Accelerates detection of inconsistencies in large datasets
-
Frees up resources for more strategic IT and data initiatives
Target Group
Potential Industries
Risk Classification (EU AI Act)
Limited Risk systems
Art. 50
with Transparency Obligations according Art. 50 EU AI Act
