AI Data Quality Health Check workflow blueprint

Inputs for the Data Quality Health Check workflow

Provide the following information when starting this workflow. Required inputs are validated before the first workflow stage runs.

• Dataset

  Required

  Dataset to check (table name, CSV, or data sample)

  Type: String

Input template

This request shape is generated from the blueprint's input schema. Angle-bracket values are placeholders; defaults and examples appear only when the source blueprint defines them.

{
  "dataset": "<required string>"
}

How the Data Quality Health Check AI workflow works

This data & analytics blueprint uses a dag workflow with 2 agents, 0 functions, and 0 MCP servers. This catalog blueprint is available by request; contact GraphN to discuss access and customization for your use case.

1. 1

   Quality Checker

   Agent using Quality Checker

2. 2

   Health Reporter

   Agent using Health Reporter

Blueprint resources and prerequisites

These are the actual agents, functions, and MCP servers declared by the blueprint. If an MCP server connects to an external system, configure the required connection and credentials in your GraphN workspace before running the workflow.

Workflow output contract

The completed workflow makes the following output available to downstream steps, applications, or API clients: