As an office manager, one recommendation for improvement could be the implementation of a project management software. This recommendation is based on the data showing that tasks and projects are not being completed in a timely manner, leading to decreased productivity and efficiency. This issue is directly related to the company's mission and vision, which emphasize delivering high-quality services in a timely manner. The performance improvement team should include representatives from all dep