Smarter Fit. Healthier Workforce. Lower Cost.
AI Sizing for Sustainability in Uniforms and Apparel
SmartFitIQ is an AI-powered uniform and PPE sizing platform for public sector organisations and private companies - improving employee wellbeing, ensuring compliance, and reducing procurement waste.
Developed by Green Orbit in collaboration with CEMET (Centre of Excellence in Mobile and Emerging Technologies), University of South Wales.
Uniforms and PPE are failing the workforce.
Across both public sector organisations and private companies, traditional sizing systems are no longer fit for purpose.
Ill-fitting uniforms cause discomfort, fatigue, and reduced performance. Poorly fitted PPE introduces avoidable safety risks
Procurement teams face over-ordering, returns, and wasted stock
Standard sizing does not reflect real workforce diversity
The result is increased cost, reduced wellbeing, and unnecessary operational risk.
A smarter approach to fit.
SmartFitIQ uses AI-driven measurement and fit prediction to deliver accurate, individualised sizing at scale.
- Accurately size every employee
- Reduce uniform and PPE errors at source
- Improve workforce comfort and confidence
- Make better-informed procurement decisions
Built by Green Orbit
SmartFitIQ is developed by Green Orbit, a Wales-based innovation company focused on improving workforce wellbeing, compliance, and procurement efficiency.
Working in collaboration with CEMET (Centre of Excellence in Mobile and Emerging Technologies), University of South Wales, Green Orbit develops practical, scalable solutions to real operational challenges across public sector and commercial environments.
R&D partner: University of South Wales & CEMET
Green Startup of the Year (Wales 2026 - Finalist)
Delivering measurable impact.
Employee Wellbeing
Correct fit supports comfort, mobility, and confidence - directly improving day-to-day performance and reducing fatigue.
Compliance & Risk Reduction
Supports safe and appropriate PPE allocation and helps meet health, safety, and equality obligations.
Cost Efficiency
Reduces over-ordering, returns, and unused stock - delivering clear financial savings.
Sustainability
Minimises waste and supports more efficient, responsible procurement.
Compliance is not optional
Organisations issuing uniforms and PPE operate under clear legal and regulatory obligations.
Incorrect fit is not just a comfort issue – it can represent a failure to meet these duties.
Relevant legislation includes:
- Health and Safety at Work etc. Act 1974
- Personal Protective Equipment at Work Regulations 1992
- Equality Act 2010
- Well-being of Future Generations (Wales) Act 2015
SmartFitIQ supports organisations in meeting these obligations through accurate, consistent fit allocation across the workforce.
Who It’s For
Built for organisations where fit matters.
Local Authorities
NHS and Healthcare providers
Emergency Services
Utilities and Infrastructure providers
Construction and engineering companies
Logistics and distribution businesses
Facilities management providers
Corporate uniformed workforces
Backed by applied research.
SmartFitIQ is being developed by Green Orbit in collaboration with CEMET (Centre of Excellence in Mobile and Emerging Technologies), University of South Wales.
This collaboration ensures the platform is grounded in real-world testing, technical validation, and scalable deployment across public sector and commercial environments.
Pilot SmartFitIQ in your organisation.
We offer structured pilot programmes to test and validate SmartFitIQ in real operational environments.
- Free demonstrations
- Sandbox testing
- Live deployment pilots