We focus on industries where companies have high-valued assets where uptime is important and maintenance is expensive, providing the opportunity to proactively control the costs associated with managing those assets. To that end, we have developed deep industry expertise in building, running and analyzing the most complex data models.
Our products and services offer timely, accurate, high value solutions built around the requirements of the following industries:
Our services team delivers a high level of expertise in data sciences and predictive analytics in conjunction with our products to help you answer the toughest questions about the future of your assets and operation. We work with you to understand your data about assets, maintenance, operations & policies to help build highly accurate forecasting models for your business to save money, drive utilization and enhance availability of your key capital assets.
Our typical services engagements can be built from the ground up where services teams analyze various planning scenarios for your organization to develop the highest availability approach with the least cost for capital intensive, infrastructure assets. data scientists capture current state data in a detailed model that simulates failure events, repair parts requirements, and labor demand up to 25 years into the future.
As part of this service, data scientists collect data on each operating asset, associated sub-systems, and its maintenance support network. Through rigorous data analysis, our data scientists establish the condition and age of each asset and its likely reliability in planned operational environments. Through simulation, evaluates several “asset availability vs. maintenance cost” planning scenarios. For the selected scenario, we prepare projections of availability levels, costs, repair part requirements and workforce demand, as well as a maintenance strategy that optimizes availability and resources for each asset and location through the planning horizon.
Clockwork Services can also help with Condition Based Maintenance efforts as your organization attempts to leverage real-time sensor data into your maintenance process with our Predictive Health Management Framework.