CMMShere AI Scheduling
The right technician, on the right day, for every maintenance job.
An AI scheduling assistant for CMMShere, a maintenance management platform. For every asset it recommends who should do the next job and when, explains why, and creates the whole batch of work orders in one click.
How it works
- The problem
- When a new maintenance period starts, the platform could only copy the last one: same technicians, same gap between visits. Nothing checked who was free, overloaded or experienced with that equipment.
- What it does
- For each asset it picks a technician by experience and workload, and a date from the asset’s own history, skipping weekends and holidays. The dispatcher reviews, adjusts anything by chatting with the built-in assistant, then creates every work order at once.
- What it achieves
- The speed of a one-click batch with the judgment of scheduling each job by hand, built for the small and mid-sized maintenance teams that enterprise tools price out.
Film: real screens from the app, with customer names changed.
- Python
- Flask
- CMMShere API
- Claude



