This initiative aimed to enhance the efficiency and consistency of specs sheet generation across multiple teams. Initial development began with a Python-based prototype, allowing for rapid iteration and validation of functional requirements. Once the workflow was defined, the solution was transitioned to Visual Basic to ensure broader compatibility and smoother deployment across operating environments.

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AI tools such as ChatGPT, Claude, and Cursor were integrated into the development process to support logic prototyping, troubleshoot coding challenges, and refine formatting structures. The final output was a lightweight automation tool, purpose-built to align with real-world team workflows and informed by continuous user feedback.