ZhilianhaiScaling from One Robot to a Fleet
Standardise before you scale
The first cell is bespoke. The second should not be. Freeze the controller family, the gripper concept, the fieldbus and the program template after the pilot, then reuse them. Every deviation adds a spare part, a training module and a maintenance procedure.
| Dimension | Pilot mindset | Fleet mindset |
|---|---|---|
| Spares | Whatever the vendor ships | Shared kit across all cells |
| Programming | One-off logic | Template with parameters per product |
| Data | Local logs | Central collection, comparable metrics |
| Support | Phone the integrator | Internal first line, clear escalation |
Data becomes the point
With a fleet, the value shifts from individual cycle times to comparable ones: which cell is drifting, which gripper wears fastest, which product variant causes the most interventions. Collect a small, consistent set of counters from day one — retrofitting telemetry later is expensive.
Plan the roles
At five cells you need a named robotics engineer. At twenty you need a small team with a rotating on-call. Decide those thresholds early so hiring is not triggered by a breakdown.
