Project Context
Problem
- Major shortage of electricians: Demand is growing rapidly while experienced electricians are retiring faster than apprentices are entering the field.
- Training bottleneck: Apprenticeship programs are resource-constrained (many students per instructor), limiting hands-on mentorship.
- Emerging-tech skills gap: New installations (EV chargers, solar, data centers) require upskilling beyond traditional wiring knowledge.
Target Users
- Apprenticeship programs — vocational schools, unions, non-union contractors expanding cohorts but limited by instructor capacity.
- Field electricians — journeymen and techs needing just-in-time guidance for unfamiliar, high-tech installs.
Use Cases
- Scalable lab training: Replace one-on-one bench supervision with guided exercises and remote instructor dashboards.
- Just-in-time field support: Mobile step-by-step wiring instructions with camera verification for solar inverters, EV chargers, and data-center circuits.
Our Solution
Target users: Apprenticeship programs & field electricians
- Scalable lab training
- Just-in-time field support
- Camera-based verification & feedback