Predicting the future of business spend, faster
Coupa + MIT Data Science Lab move beyond sentiment
Mastering Complex Sourcing with Coupa
Hapag-Lloyd transformed procurement by implementing a digital backbone to manage massive transportation tenders and automate contract creation from sourcing data.
Challenges
- Legacy tools failed under complex, multi-variable logistics tenders.
- Manual analysis in spreadsheets limited competition and modeling.
- Disconnected processes made contract creation slow and inconsistent.
- Scale of 139 countries required better operational resilience.
Results
- Executed complex tenders spanning 1,058 lanes, 90+ suppliers, and 21,406 bids.
- Replaced manual sheets with digital optimization for over 20,000 bids.
- Enabled multi-criteria awards balancing cost, ESG, and risk.
- Created a seamless link from sourcing outcomes to governed contracts.
Value as a service
“The coolest thing is that you can play with your scenarios and your criteria. Do I simply want to award business to the cheapest offer? Or do I want to prioritize certain ESG or quality criteria — and see where that lands me on price?”
— Daniel Braune, Head of Indirect Procurement, Hapag-Lloyd






