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AI-powered Entity Resolution
Overall Priorities Jan - Mar 2024
Data Model for Auto-Documentation of Legacy Data Source
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AI-powered Entity Resolution
1. Domain-driven Customer Domain Data Model
2. Integrate Source Data from Fragmented Sources & Gen AI-powered Auto-Documentation
3. Gen AI-powered meaningful context & insights about legacy data sources
4. Gen AI-powered Auto-mapping Recommendations from Legacy Source(s) to Target Data Model
5. ML-powered Data Quality (Standardization, Cleansing, Missing Values)
6. ML-powered Accurate Attribute Matching
7. ML-powered Accurate Entity Resolution (Individual & Business at Location)
8. Dynamic Entity Clustering per specific use case needs
9. Active Learning to Reduce Manual Validation Effort
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