Create a comprehensive business plan that demonstrates the safety benefits and return on investment (ROI) from investing in the UAS program. The business plan should detail quantitative…

Coordinate long-term planning schedules and goals to enhance collaborative efforts. Beginning with manageable projects and tracking their progress and results in a transparent fashion helps…

Establish Consistent Methods for Rider Involvement and Foster Inclusive Participation in Transit Decision-Making Processes. This study found riders currently have a limited voice in decision-…

Recommendations and best practices for BRT planning and project delivery: Regularly update and assess a comprehensive risk register to ensure project stability. It was suggested in this study to…

Recognize that factors such as port organization, specialization, geographical location, and port size have a greater impact on port performance than automation alone. This study found that…

Stay ready to handle unexpected risks that may arise from public-private partnerships, like mergers and acquisitions. The stakeholders involved in this project encountered similar problems but…

Share data with sufficient metadata and documentation. AI algorithms typically process vast volumes of data to generate inferences or predictions. Consequently, it's essential to provide…

Choose fairness metrics to measure AI model bias and collect sufficient data to assess error statistics across demographic groups. The optimal model isn't always the one with the least negative…

Below are the lessons learned from this study:Clearly demonstrate the benefits of ICM by focusing on its impacts on travel time reliability and travel time predictability. Since costs pile up…

Include a Mix of Metrics to Measure the Performance of the Rideshare to Transit Program. The experience from the LA deployment in this study revealed that ridership is a critical indicator but not…