Companies operating robot fleets lack tools to plan optimal replacement cycles considering both financial and technical factors. A planning system could model total cost of ownership across upgrade scenarios.
Develop lifecycle modeling software integrating with maintenance logs. Charge annual SaaS fees to enterprise operators.
Start with simple depreciation models. Risk is complexity of accurate failure prediction.