Manufacturing

Predictive maintenance and production optimization for European manufacturers

Reduce unplanned downtime and optimise production throughput with machine learning. We work with our partner Wizards Integration and serve European businesses.

What we build

Predictive maintenance, quality control, and production optimization

Predictive maintenance

Quality control

Production optimization with machine learning

Focus: reducing unplanned downtime and optimising production throughput.

Published case studies

Case studies

Predictive Maintenance System for European Manufacturing Company

A manufacturing company experienced €1.2M annual losses from unplanned equipment downtime. Custom machine learning models trained on 2 years of sensor data (temperature, vibration, pressure, acoustic) predict equipment failures 48-72 hours in advance. The system integrates with their maintenance scheduling software and sends alerts to technicians. Models are continuously retrained with new data.

Downtime reduction: 65%
Cost savings: €780K/year
Prediction accuracy: 92%
Maintenance efficiency: 40%

Systems Management and Monitoring for Manufacturing Enterprise

A manufacturing company operated 200+ servers across multiple facilities with no centralized monitoring. System failures went undetected for hours, causing production downtime costing €50K per incident.

Mean time to detection: 2 minutes
Production downtime: 90% reduction
Cost avoidance: €2.4M/year

Your environment

Models can run in your infrastructure

Build and deploy AI models trained on your data, running in your infrastructure, with full control and GDPR compliance.

Expert guidance on on-premise and hybrid cloud solutions.

How we work

Four steps from the process page

How we work

Discover

We deeply understand your business, challenges, and goals through comprehensive workshops and stakeholder interviews.

Design

We design AI solutions that are technically sound and aligned with European regulations.

Build

We bring designs to life using agile sprints with regular demos and stakeholder reviews.

Deploy

We ensure smooth production transitions with comprehensive planning, user training, and change management.

Partner

Klevox Studio and Wizards Integration

Klevox Studio is based in the Netherlands. Since December 2025 it has partnered with Wizards Integration LTD, an Israeli IT consulting firm.

Partners

FAQ

Questions the site already answers

How does predictive maintenance work?

In the published case study, models trained on 2 years of sensor data (temperature, vibration, pressure, acoustic) predict equipment failures 48-72 hours in advance. The system integrates with their maintenance scheduling software and sends alerts to technicians.

Can the AI run in our own environment?

Yes. Build and deploy AI models trained on your data, running in your infrastructure, with full control and GDPR compliance. Infrastructure consulting includes expert guidance on on-premise and hybrid cloud solutions.

Is it GDPR compliant?

Custom AI models are deployed in your infrastructure with full control and GDPR compliance. The home page also states 100% GDPR compliant.

Who will I work with?

Direct communication with the founder. Klevox Studio is based in Zeewolde, Netherlands, and partners with Wizards Integration LTD.

Where do we start?

The Discover phase includes stakeholder workshops, process analysis, data assessment, compliance review, a feasibility study, and ROI analysis. You can also try the ROI Planner.

Tell us about your project and we'll get back to you within 24 hours.

Contact ROI Planner