Case Study - Value Engineering
Data Science Transformed Procurement
Major EPC and real estate developer - Construction, $1.2B revenue, 14 countries
A major EPC contractor and developer with $1.2B in annual revenue cut project milestone delays by 68%, halved procurement cycle time, and avoided $2.3M on a single supplier decision by replacing gut-feel procurement with three custom machine learning models built on five years of cleaned, integrated project data.
68%
Reduction in project milestone delays
57%
Faster procurement cycle (28d to 12d)
89%
Supplier performance prediction accuracy
200%+
ROI achieved in year one