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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

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3. Gen AI-powered meaningful context & insights about legacy data sources

Objective:

Minimize risk of transformation slowing down due to limited SME availability by ~50%+


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Limited SMEs available who understand the data contained in these legacy data sources

Data profiling with standard outputs similar to existing data profiling products in the market
Make data profile available as JSON output
Display in a UI for users to view
Discover meaningful context and insights from data using data profile. e.g.,
Contextual insights based on the data domain
Relationship between various data attributes within a table and across tables
Present to user in a UI in an easy to understand & consume language
Enrich “wiki” documentation
1 can use open source tool like Attacama
2 & 3 are a priority

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Data Sources for Data Profiling & Insights:

BIDM
Merchant Data

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