Warehouse productivity and fulfilment visibility dashboard.
How fulfilment output was turned into daily and date-range reporting for packed weight, orders packed, working time and packer-level productivity.
Case study note
This page is not a service description. It shows a real operational pattern, the commercial risk behind it, the improvement approach and the type of measurable business impact a similar ecommerce brand should be looking for.
The operational problem
Management needed clearer visibility of fulfilment output across the warehouse team. The business could see that orders were being packed, but it was harder to measure packed weight, orders packed, working time, output per hour and individual productivity in a consistent way.
Why this mattered commercially
Warehouse labour is a major operational cost. Without clear output measures, it is difficult to know whether extra labour is needed, whether poor productivity is being hidden by order volume, or whether fulfilment pressure is caused by process design rather than headcount.
Modelled monetary impact
If fulfilment reporting improves labour planning by only one warehouse hour per working day, at £16 per hour fully loaded cost, the annualised saving is approximately £4,160 based on 260 working days. If the dashboard avoids one unnecessary agency or overtime shift per week, the impact can be materially higher.
What we reviewed
- Order weight records, packer information and date packed fields
- Daily and date-range warehouse reporting requirements
- The difference between total output and output per hour
- Packer-level reporting and fair comparison rules
- How managers would use the dashboard during daily operations
What changed
- A management report was created inside the operational environment
- Summary metrics showed total packed weight and total orders packed
- Kg per hour and orders per hour were calculated from working time assumptions
- Packer-level tables separated hours worked, packed weight per hour and orders per hour
- The dashboard was designed around fulfilment decisions rather than decorative analytics
Operational impact
- Management gained a clearer view of warehouse output and productivity
- Packer-level performance could be reviewed more consistently
- Daily fulfilment planning became easier to challenge and improve
- The business had stronger evidence for labour planning and operational accountability
Built around the way ecommerce operations actually work.
This type of project is not just a technical change. The starting point is understanding how the order, fulfilment, customer service, finance or management process behaves in the real operation.
The solution is then shaped around the current systems, the people using them and the commercial pressure behind the issue. That avoids unnecessary rebuilds and keeps the improvement practical, measurable and easier for the team to adopt.
Likely follow-on improvements
- Warehouse reporting for ecommerce brands
- Order flow and fulfilment process mapping
- Staff workflow and accountability systems
- Operational dashboards
What this proves operationally
Where is time being wasted?
Which manual checks, duplicated steps or unclear ownership points are costing the business paid time every week?
Where is risk entering the process?
Which parts of the workflow rely on individual judgement, inconsistent exports, manual notes, copied data or delayed exception handling?
What is the commercial value of fixing it?
What is the annual impact of saving admin time, reducing errors, protecting revenue, improving visibility or avoiding unnecessary labour?
Want to identify similar issues in your ecommerce operation?
The Commerce Operations Audit identifies where similar issues are creating hidden cost, wasted time, avoidable errors, weak reporting or lost revenue inside your ecommerce operation.