ML² CASE STUDY
Minimum 10% Improvement Guaranteed
Workspace Experience Company
A company that manages seating and room allocations
The Problem
The Solution
The Impact
Explore high rate of Room Cancellations
• Dataset: 77,139 rows, 29 columns
• Features: 19
Improve Room Bookings and Revenue with SXI
• Existing SXI: 17.5% Non-Cancelled
• Projected SXI: 64.4% Non-Cancelled
• 3.67x improvement in bookings
• 24,819 more rooms available to book
