During July 2025, Acknowledgements Bot enhanced open-source governance for the spiceai/spiceai repository by updating documentation to accurately reflect current dependencies, licenses, and repositories. Using Markdown, the developer focused on improving license transparency and attribution, which supports compliance, contributor recognition, and audit readiness. The work involved refining the Open-Source Acknowledgements to ensure all OSS dependencies were clearly documented, reducing compliance risk and facilitating future contributions. While the contribution was limited to documentation and did not involve code changes or bug fixes, it provided valuable clarity for both internal stakeholders and external contributors, demonstrating attention to detail and process improvement.