IT ServicesColumn and table-level semantic classification, with special focus on PII detection in mixed structured and semi-structured data.productionized and broadly deployed across grab’s data lake, with human verification, misclassification monitoring, and improvement protocols still in place.

Metasense V2 LLM-powered data classification and governance tagging

Grab uses an LLM to look at tables and columns in its data lake and automatically label what kind of data they contain, especially whether they include personal information.

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Executive Brief

Business Problem Solved

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Value Drivers

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Strategic Moat

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Technical Analysis

Model Strategy

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Data Strategy

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Implementation Complexity

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Scalability Bottleneck

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Market Signal

Adoption Stage

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Differentiation Factor

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Key Competitors

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Part of Application

Automated Data and Interest Signal Classification

2 use cases in this application

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More in IT Services→More Column and table-level semantic classification, with special focus on PII detection in mixed structured and semi-structured data.→

Source

https://engineering.grab.com/metasense-v2