Seeking partners for AI-based predictive maintenance in industry, tourism and infrastructure facilities

Numanufacturing develops Physical AI systems that connect machine signals, sensor data and operational workflows. Our predictive maintenance approach combines vibration, temperature, current, humidity, acoustic and thermal data with Edge AI and on-premise analytics.

The solution helps operators detect early signs of failure, reduce unexpected downtime, optimize maintenance planning and improve energy efficiency.

Potential project areas:

• Predictive maintenance for motors, pumps and compressors

• Elevator, escalator and conveyor monitoring

• HVAC performance optimization

• Electrical panel risk monitoring

• Generator and critical equipment monitoring

• Hotel and tourism facility operational intelligence

• Industrial energy efficiency

• AI-based maintenance work order automation

• Agentic AI for maintenance recommendations and escalation

Ideal partners:

• Industrial plants

• Hotels and tourism facility operators

• Airports and transport infrastructure operators

• Logistics and warehouse operators

• Facility management companies

• Maintenance service companies

• IoT system integrators

• Energy efficiency companies

Cooperation model:
We suggest starting with a focused pilot on a limited number of critical assets. The pilot should define clear KPIs such as downtime reduction, energy saving, maintenance cost reduction and early fault detection accuracy.

What we offer:

• Edge AI-based equipment monitoring

• Sensor fusion design

• Industrial AI analytics

• Dashboard and alerting system

• Maintenance workflow automation

• On-premise / private deployment options

• Integration with existing maintenance systems

What we are looking for:

• Pilot customers

• Facility partners

• Local installation partners

• Maintenance companies

• Regional sales partners

• Joint solution partners