Field note · Industrial equipment
Turning a record order book into cash
A record backlog is good news, until components, production slots and specifications decide which orders actually turn into revenue.
The situation
A Swiss-headquartered manufacturer of industrial equipment is carrying a record order book. Demand is not the constraint. Converting orders into delivered, invoiced units is.
Component availability, incomplete customer specifications and limited production slots mean some orders wait while others move ahead, not always in the order that makes the most economic sense.
The decision that matters
Every planning cycle, the operations leadership decides which order packages to commit to production and delivery slots, and in which sequence.
How we approach it
For each material order package, AI reconstructs the real state: parts availability, specification completeness, slot constraints, margin and payment terms. It compares that with how similar packages moved through the plant before.
Leadership sees the sequencing trade-offs explicitly, including which packages would release the most earnings and cash for the capacity they use, and decides accordingly.
Impact
The approach targets a single-digit million improvement in annual EBITDA, together with faster conversion of the order book into cash.