AI-powered reliability for sawmills, plywood, and wood products.

Forest products manufacturing combines heavy mechanical processing with continuous operations in challenging environments. From debarkers and chippers to kilns and planers, equipment reliability directly determines throughput and product quality. Monitory keeps your wood processing lines running at peak performance.

Key Challenges We Solve

Abrasive materials (bark, sawdust) causing accelerated equipment wear
High-speed cutting and shaping equipment with complex vibration signatures
Seasonal supply variations requiring flexible production planning
Remote mill locations with limited access to specialized maintenance expertise

Monitory Solutions

Vibration monitoring for chippers, saws, planers, and press systems
AI-driven prediction for motor, bearing, and blade health
Remote expert support connecting mill technicians with centralized knowledge

60%

Reduction in unplanned downtime

40%

Extended blade and tool life

Faster troubleshooting at remote sites

Our work in Forest Products

Condition monitoring we have delivered

Mayr-Melnhof Holz

Timber processing

Amazon Monitron condition monitoring for a European timber-processing group, supported by Tactical Edge.

Start with a free site visit

Half a day on your floor, a business case from your records, and a working-backwards plan for your critical assets.

Book a free assessment See field results