Improve equipment management, reduce downtime, improve safety, and avoid costly breakdowns.

Managing maintenance operations can be complex, difficult, and expensive. Understanding which equipment assets are headed for a breakdown can help avoid surprise repair costs, reduce unnecessary maintenance tasks, improve safety, and streamline parts supply. From plant equipment to fleet vehicles, a predictive algorithm that provides early warnings of equipment breakdowns can significantly improve your maintenance strategy.

A data science starter kit from Aptitive will help your organization develop a predictive algorithm using cutting edge techniques . In just 6-8 weeks you’ll be able to visually see which equipment or vehicles are most at risk and able to act on improving your maintenance process.

The Benefits of a Data Science Starter Kit:


Ability to avoid costly breakdowns before they happen


Better operations planning and maintenance


Cost control by avoiding unforeseen equipment downtime


Improved supply chain management by reducing unneeded parts costs


Avoid unnecessary maintenance tasks that are costly and labor intensive


Streamlined operation by automating maintenance schedules


Visibility into equipment and fleet health


Improved plant safety and reduced accidents

What We’ll Do:

Conduct interviews with your stakeholders to understand current methods and factors

Identify, clean, and transform most relevant sensor data

Develop a high quality predictive model that meets accuracy expectations

Integrate model into BI tool and dashboards for easy tracking, reporting, and scenario building

Provide short summary of driving factors and how they affect demand

What You’ll Get:

A state of the art predictive model that provides early warning signs and lets you know when equipment needs maintenance before a major breakdown occurs

Enhanced understanding of your equipment

Dashboard displaying at risk units along with other fleet health indicators

A short summary of our findings including how factors affect output, model limitations, and recommendations for improvement

A Tech Stack That Works For You

Our tech agnostic approach means that we can build a solution with the leading cloud platforms, data management, and analytics technologies.

Here are some of the technologies our team will use to build the right solution for your organization.

Get Started Today