LOGISTICS PROVIDERFrom shared mailbox to smart service flow.
A Belgian logistics provider was processing hundreds of emails daily through one shared mailbox: complaints, delivery questions, carrier updates and internal queries all mixed together. Every morning started with manual triage by one team member; priorities were unclear and SLAs unmeasurable.
We built an AI classification flow around the existing mail environment: every incoming email gets a category, urgency and confidence score automatically, logged in a central review system. In an overview interface the team member confirms the AI suggestion in one click, or corrects via dropdown. Every correction is stored as a human label alongside the AI label, a direct feedback loop for the model.
The outcome: less time sorting, more time solving. SLAs are tracked automatically from arrival to closure, followed by a CSAT question. Operational performance and customer experience in one flow, human where needed, automated where possible.
What we deliberately did not do: let the AI reply instead of the team member. Email classification is a repetitive task that lends itself to automation. Writing a reply to a customer with a complaint is not, that needs a human.