QuerySurge Mapping Studio
Align evolving data requirements with validation
and convert mappings into tests with AI
Bring mapping documentation and data validation together. Create or import mappings, standardize requirements, and generate validation tests through integration with QuerySurge AI.
The Challenge
Data mappings define how data should move and transform.
But when mappings live in spreadsheets and tests are maintained separately, developers and testers must manually connect what the data should do with what the tests check.
Teams must translate transformation logic and business rules into test SQL, track which tests support each requirement, and identify what needs updating when requirements change.
Scattered files and inconsistent documentation make this work difficult to coordinate and maintain.
The Risk
- As requirements evolve, documentation and testing can drift apart.
- Tests continue checking outdated logic while new transformations or business rules go untested.
- Without clear connections between mappings and tests, teams can overlook affected validation assets, spend more time investigating changes, and allow data errors to reach downstream systems and reports.
The Solution
QuerySurge Mapping Studio connects documented data requirements to the tests used to validate them.
Mapping Studio brings mapping documentation and validation assets into one environment, giving developers and testers a shared reference for how data should behave.
Mapping Studio then converts all mappings into tests using QuerySurge AI.
Here’s how Mapping Studio addresses 5 practical problems:
Problem |
How Mapping Studio helps |
|---|---|
Mapping documents are scattered across files |
Brings mappings into QuerySurge alongside the validation assets they support. |
Teams document requirements inconsistently |
Reusable layouts, required fields, and defaults establish common documentation standards. |
Writing tests from mappings takes manual effort |
Integration with QuerySurge Mapping Intelligence generates tests from mappings, reducing manual SQL development. |
It’s difficult to identify tests affected by a change |
Links mappings to related tests so teams can identify what needs to be reviewed. |
Developers and testers lack a shared reference |
Keeps transformation logic, business rules, and validation requirements in the same environment. |
How Mapping Studio Works
- Create and maintain mappings directly in QuerySurge or import existing Excel and CSV documents via a guided wizard that maps spreadsheet columns to layout fields and verifies required values and field compatibility.
- Use the visual layout editor to build reusable Mapping Layouts with configurable fields, required values, and defaults.
- Capture source and target details, transformation logic, business rules, ownership, and validation requirements using your team’s documentation standards.
- Automatically convert mappings to tests, using QuerySurge AI: Mapping Intelligence.
QuerySurge Mapping Studio connects what your data should do with the tests that verify it.
Centralize your mapping documentation, standardize requirements, and generate tests with QuerySurge AI.
Reduce manual effort and keep validation aligned as your requirements evolve.
