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The Agentic Testing & Traceability Handbook

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How to use Agentic AI for Requirements, Software Verification, and Certification?

Agentic AI refers to an AI system that doesn’t just respond to a single prompt with a single answer, but can take a goal, break it into steps, call tools to retrieve or change information, and carry a task through to completion, with a person checking the result at the right points.

Core principles that distinguish a genuinely agentic workflow from a simple AI chatbot:

It connects to live engineering data, not just the text typed into a chat window
It can take multiple steps toward a goal without a person re-prompting it at every stage
It can call tools (test runners, requirements platforms, version control) as part of completing a task
It still requires a human decision point before anything it produces becomes part of the official record