This case study analyzes the challenges faced by BidTaxi, a taxi service provider, and proposes solutions to enhance its operations. The report explores three key recommendations: trajectory detection for improved route planning and customer safety, fleet management for optimized resource utilization, and rideshare services to increase customer accessibility and affordability. The study also emphasizes the importance of continuous improvement and customer relationship development for long-term success.