The robots produced continuous log data, but that data was not usable as a customer-facing decision basis. MAFU-SHERPA needed a portal that separated machine events, date ranges, shifts, and customer access cleanly.
The system had to calculate reliable KPIs from technical raw data while ensuring each customer only sees their own machines and reports.



