Insights
Perspectives & analysis
Artificial intelligence
Why your AI agents get your data wrong
An AI agent always answers with confidence, even when it is off target. More often than not, the error does not come from the model but from a word that each department understands in its own way. An ontology gives the company a shared vocabulary.
22 September 2026
6 min read
E-invoicing · Construction
E-invoicing in construction: Chorus Pro experience is not enough
The construction sector already invoices public buyers electronically. The reform still changes the game, because its channels do not handle progress billing, subcontracting or retention money in the same way.
21 September 2026
5 min read