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AI-Driven Test Automation Agent ​

AI-Agent-driven test automation framework covering case generation, execution, judgment and regression.

Core Pain Points ​

A large amount of manual execution, script maintenance, and result verification in the testing pipeline calls for a unified Agent test framework to consolidate. Specific test objects, application scenarios, and manual-process timing data remain to be supplemented.

Solution & Technical Implementation ​

The proposed direction is AI-Agent-driven test automation. The full pipeline should be completed: "test requirements / asset input → case generation → execution → result verdict → reports and regression".

Highlights ​

  • AI-driven: Uses the Agent as the core driver of test automation.
  • Clear automation direction: Reduces manual operations in the traditional testing pipeline.

Business Value ​

  • If it can cover case generation, execution, and result analysis, it will reduce test execution and maintenance costs and increase regression frequency.
  • A unified Agent test framework has the potential to be replicated across projects.

SDW AIKO Product Documentation