Automated Data Lineage Mapping & Visualization

Purpose

Automated Data Lineage Mapping & Visualization is designed to trace and visualize the flow of actuarial data from ingestion through to model output, using provided materials such as ETL scripts, data dictionaries, and model inputs.

Primary users

The primary user is not specified in the provided information.

Where it fits (process/stage/trigger)

This agent fits into actuarial data and model workflows where there is a need to understand how data moves from ingestion processes into model inputs and ultimately to model outputs.

Key capabilities / workflow

The agent analyzes available ETL scripts, data dictionaries, and model input information to extract the actuarial data flow, map the lineage from ingestion to model output, validate whether the lineage is complete, and generate a visualization of the resulting flow.

Inputs

Typical inputs are ETL scripts, data dictionaries, and model inputs. No additional user-provided inputs were specified.

Outputs / Deliverables

The expected deliverable is a visualized mapping of actuarial data lineage from ingestion to model output. Additional output formats are not specified.

Value

The value of the agent is to support clearer understanding of actuarial data flows in insurance contexts by making lineage from ingestion to model output easier to trace and visualize.