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Test automation built into CI/CD
Layered automated testing for applications and data, enforced by quality gates on every release.
The challenge
Manual regression testing slows releases, defects reach production, and data pipelines break silently until a report is wrong.
Our approach
We build a test pyramid: fast unit tests, API and contract tests, data tests on pipelines, focused UI end-to-end tests and performance tests, all running automatically in the pipeline with a release gate.
Architecture
How the pieces fit together. Scroll sideways on small screens.
Key components
- JUnit, pytest and Jest for unit tests
- REST and GraphQL API tests with contract testing
- dbt tests and Great Expectations for data
- Playwright or Selenium for UI end-to-end
- k6 or JMeter for load and performance
What you can expect
- Faster, more frequent releases
- Fewer production defects and data incidents
- Visible quality trends on one dashboard
- Confidence to refactor and modernize
How we deliver it
Assess
Review current systems, data and goals, and agree success measures.
Design
Target architecture, security model, plan and fixed quote.
Build and test
Agile sprints with demos, automated tests and documentation.
Launch and support
Production rollout, knowledge transfer and optional managed support.
Have a data, AI or finance challenge?
Tell us what you need. Our team will set up a no-cost discovery call.