AI DataMismatch Detector
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AI DataMismatch Detector
AI-powered column mapping and mismatch analysis
Upload Excel files and let AI analyze column relationships and data mismatches.
AI-powered column mapping between datasets
Intelligent data type detection and context analysis
Dynamic aggregation controls for flexible comparisons
AI-driven drill-down analysis for mismatch explanations
File Upload
Upload an Excel file (.xlsx) with two tabs. AI will analyze the first 10 rows to create column mappings.
Analyze Data with AI
AI Column Mapping & Metadata
Dynamic Summary Comparison & AI Drill-Down
Compare Summaries