Facility Management ML Analytics
Overview
Our machine learning analytics solution optimizes facility management workflows by predicting maintenance needs. The system enables proactive issue detection and optimized resource allocation. This creates a smarter facility management approach that reduces operational expenses, extends asset longevity, and improves occupant satisfaction through AI-enhanced intelligence.
Challenges
This provider of facility management analytics needed to enhance predictive maintenance across multiple building systems. Increasing reliability demands made data integration complex and resource-intensive, requiring more advanced machine learning capabilities. Strengthening these technical areas created an opportunity to reduce maintenance inefficiencies, enable more proactive repairs, and support their reputation with property managers and occupants by improving facility conditions while managing operational costs.
Results and Benefits
Reduced unplanned downtime with predictive maintenance. Optimized scheduling and lower costs. Better occupant satisfaction.
AWS Services
Amazon SageMaker, Amazon Quicksight, AWS S3
Customer details
Industry: Technology
Company Type: Mid-sized Enterprise
Location: France
Project Timeline: 2 weeks