Home – Industries
The metal industry shapes global manufacturing, providing steel, aluminum, and specialty alloys for industries like automotive, aerospace, construction, and consumer goods. Precision, reliability, and efficiency define success in this industry.
Equipment breakdowns halt production and cause costly downtime
Rising energy costs negatively impact overall operational expenses
Safety regulations and hazardous environments complicate equipment inspection and maintenance
Meeting stricter quality and compliance demands is a growing challenge
AI Predictive insights to improve equipment longevity and prevent breakdowns
Optimization of energy use to lower operational costs
Analysis of asset health in real time using remote, data-driven insights
Advanced AI analytics enable smarter, faster decisions for improved efficiency
Discover how our solutions make a difference.
Oil and gas are essential to powering industries, transportation, and communities worldwide. Reliability, efficiency, and safety are critical at every stage from extraction to refining and distribution.
Data spread across disconnected systems
Strict environment and safety regulations
High operational and energy costs
Aging infrastructure and costly maintenance needs
Intelligent AI framework unifies data to provide a single source of truth
Real-time analysis of equipment and process health eliminates potentially catastrophic safety events
Optimize energy use and enable predictive maintenance to reduce operating costs
Proactive insights extend the life of the aging equipment and minimize unplanned downtime
See how our solutions impact operations.
Chipmakers rely on precision, speed, and efficiency to keep up with the global demand. Across the manufacturing process—from sub-fab to cleanroom to backend—advanced monitoring and analytics are critical for keeping production running without interruption.
Rising pressure to deliver higher yields at scale
Limited visibility of sub-fab equipment creates blind spots
High costs of unplanned downtime due to chamber failures
Data is siloed across manufacturing areas, from clean room to the back end
Multi-agent AI system allows a diverse range of analytics and delivers deeper insights to improve yield
Intelligent framework unifies data to provide a single source of truth
Sub-fab and cleanroom monitoring are made easy with AI-driven asset and process health analytics
Integrated data and agent-driven analytics quickly correlate failures with their root causes
Check out how manufacturers are turning insights into results.
From mixers to packaging machines, food and beverage operations depend on efficiency and consistency. With rising demand and strict quality standards, minimizing risk and maximizing performance are essential.
Rising maintenance costs and asset usage
Inefficient equipment and downtime are causes of costly batch losses
Pressure to deliver safe, high-quality products faster
Packaging downtime slows the flow of finished goods to market
Optimize equipment and energy usage with predictive maintenance
Real-time AI analytic insights to pinpoint issues across the production plant, from processing to packaging
AI agents automate maintenance workflow to improve efficiency and maximize output
Ensure continuous operation with 24/7 visibility and real-time alerts
Learn more about how advanced analytics drive food processing success.
Water and wastewater services are vital to billions of people worldwide. To ensure both a clean, safe water supply and the proper management of waste, treatment facilities rely on the reliability of pumps and other critical assets.
Unplanned downtime due to critical asset failures that halt treatment processes
Aging infrastructure and costly maintenance needs
Budgetary constraints making it difficult to upgrade systems
Retiring workforce and lack of new talent causing a loss of critical knowledge
Predictive maintenance to optimize maintenance strategy and reduce maintenance costs
Proactive insights extend the utilization of aging equipment and minimize unplanned downtime
AI-driven domain insights and recommendations to bridge the talent gap
Ensure continuous operation with 24/7 visibility and real-time alerts
Learn more about how AI and analytics enhance water treatment operations.
From warehouses to transportation networks, logistics operations demand flawless execution. Real-time data and predictive insights help optimize asset performance, ensuring every piece of equipment is fully operational so packages move on time, every time.
Unexpected equipment or conveyor failures that delay shipments
Disparate data sources across facilities hinder effective decision-making
High operational costs are squeezing profit margins
Ever-increasing volume and complexity of package handling
AI agents optimize energy usage and enable predictive maintenance to lower operational costs
Real-time asset monitoring to prevent costly system downtime around the clock
Extend equipment longevity and utilization through AI asset performance analytics
Unify data and AI-driven workflow automation allows for faster data-driven decisions
Explore practical applications that solve real-world challenges.
