What losing a customer taught us
We helped a 50M+ multi-country retailer automate thousands of daily messages, and then we lost them. Here's exactly why, and how that failure became the blueprint for everything we do now.
What we got right
A large health & supplements retailer with €50M+ in revenue, 30 countries, and 4,000+ messages a day across email and social.
We connected their backend systems and handled support at real scale, in every language, around the clock. On paper, it was a major technical success.
Why we lost them
1. The bill grew every time they succeeded
We charged per ticket. Every resolved message was another line on the invoice; the more we helped, the more it cost. The value we created was invisible; the cost was on every statement. When budgets tightened, we were the easy line item to cut.
2. It became a black box
The AI ran the front line and no one was truly watching it. When something went wrong, they heard it from their customers, not from us. No supervisor checking answers, no anomaly watcher catching problems, no morning briefing, no human standing behind the work. They'd handed their customers to a system they couldn't see into. That's a fair reason to leave.
What we changed
We don't sell the system that failed. We sell the one we wish we'd built the first time.
What it looks like now
We run operations like this for several retailers across the region. Two of them, the same 26 days of July, real numbers from the value ledger:
Leading Slovenian
online retailer
3,584
of 3,762 conversations handled end-to-end
350+ h
of agent time given back, two and a half full-time agents
€4,100
of support capacity, priced by the value ledger from real ticket data
1,277
conversations outside business hours, in 6 languages
The anomaly watcher caught eight unusual patterns in July, each flagged the moment it started.
July is not over yet, and PandaChat has already handled nearly twice as many conversations as in the whole of June.
Major home
improvement retailer
2,413
of 2,496 conversations handled end-to-end
1.7 FTE
the workload of nearly two full-time agents, handled by the team that doesn't sleep
€2,800
of support capacity, priced by the value ledger from real ticket data
1,140
conversations answered on evenings and weekends
A supervisor on every answer, and our team in Slovenia watching over the whole operation.
Nobody on call. Nights, weekends, and holidays covered without anyone's phone buzzing, with typical replies in seconds instead of an hour.
Ready to partner?
Book a 30-minute call. We'll look at your stack, your volume, and see if we're a fit.
Book a 30-min call with Mitja