Data Lineage Visualization Assistant

Purpose

The purpose of Data Lineage Visualization Assistant is to map data flow from ingestion to model input and describe data transformations in human language, based on the provided ETL scripts, database schemas, and model input/output logs.

Primary users

Primary users are not specified in the provided information. The agent is associated with the AQS team and is owned by Ronan Davit.

Where it fits (process/stage/trigger)

This agent fits into data lineage and model data preparation review processes, especially when teams need to understand how data moves from ingestion through transformations to model input.

Key capabilities / workflow

The agent analyzes ETL scripts, database schemas, and model input/output logs, checks whether the available source information is sufficient, extracts lineage relationships, validates whether transformations are understandable, and generates human-readable descriptions of the transformations.

Inputs

Inputs are not specified as a separate field in the provided information. The available dataset includes ETL scripts, database schemas, and model input/output logs.

Outputs / Deliverables

Outputs are not specified as a separate field in the provided information. Based on the stated use case, deliverables include a mapped view of data flow from ingestion to model input and human-language descriptions of transformations.

Value

The value of Data Lineage Visualization Assistant is to make insurance data flows and transformations easier to understand, helping users review how data is prepared and connected before it reaches model inputs.