01 · Cross-functional research
12 internal expertsIT, operations, finance, customer service, marketing, sales and production
6 pilot clientsThe three market segments, including Luminus
2 Engie usersResponsible for document flows, in a scored test
02 · Ten irritants, four families
AccelerateLong integrations, manual processes, time-to-market measured in months
EmpowerDependency on support, lack of self-service, batches impossible to correct partially
Make visibleBlack-box effect, hard-to-read statuses, lack of alerts and traceability
Make reliableErrors hard to diagnose, complex billing, proof requirements
03 · Four product answers
OnboardingReduce IT dependencies, speed up activation
MonitoringReal-time visibility on batches, files and errors
Reports & ArchivesProofs, logs and reports, centralised
BillingTraceable costs and statuses
04 · Field validation
4,03 / 5Combined score of the Engie test
9 / 10Average recommendation score
3 scenariosDashboard, error management, audit trail
2 usersA qualitative test, not a statistic