Industrial Analytics for Discrete Manufacturing

Transforming Machine Data into Operational Efficiency and Products with the Highest Quality

Smarter Operations with Industrial Analytics

In discrete manufacturing, precision, quality, and efficiency are important. To stay competitive, manufacturers must ensure reliable, predictable processes while continuously innovating and adapting to shifting market demands.

TrendMiner empowers everyone – from the shop floor to data scientists – to unlock real-time insights from complex machine data. Enable data-driven decisions and drive operational excellence to improve product quality while reducing costly downtime.  

50

Every operational expert makes on average 50 decisions a day.

What if they can make them faster and with more confidence by using all operational data available?

86%

86% of the manufacturing executives surveyed believe that smart factory solutions will be the primary drivers of competitiveness in the next five years.*

* Deloitte’s '2024 manufacturing industry outlook'

Explore our Applications

Our industry-specific solutions are designed to meet the unique needs of Discrete Manufacturing . With our expertise and technology, we help manufacturers unleash their smart factory data, improve operations, elevate quality & efficiency, and drive collaboration & innovation across their organization.

Unlocking machine data for analytics

Integrate machines and systems to consolidate fragmented data into one universal client. Streamline manual processes and empower process experts with a strong data foundation combining industrial data, human knowledge and analytics insights. Improve operational efficiency, enhance product quality, and minimize defects.

Cleanroom Operations

Optimize cleanroom performance and identify improvement opportunities while ensuring compliance with the highest standards. Detect failures early to avoid downtime, increase reliability, and improve cost-effectiveness. Empower teams with fast, self-service analytics to drive consistent, high-quality production in controlled environments.

Utilities & Facility Management

Gain deeper insights into the relationship between utility systems, facility infrastructure, and core production processes. Empower experts with fast and easy industrial analytics to monitor asset performance, identify inefficiencies, and take action to reduce energy usage, extend asset life, and maintain optimal production conditions.

Segments

Optics

Semiconductors

Batteries

Aerospace & Defense

Automotive

Solutions

  • Process health monitoring
  • Condition-monitoring & live alerts
  • Anomaly detection
  • Remaining useful life optimization
  • OEE enhancements
  • Predictive and prescriptive maintenance
  • Quality prediction
  • Cleanroom monitoring
  • Facility monitoring

Gained Value by our Customers

Data Analysis Efficiency: Real-time Monitoring & Alerting for High-Tech Manufacturing

Time required for data analysis from 2 hours to just 5 minutes, allowing the team to focus on actionable insights rather than data preparation.

Clean Room Monitoring: Optimizing Ultra-Pure Air Systems improves environmental sustainability

Identifying air loss helps improve the performance, cost-effectiveness, reliability, and environmental sustainability of semiconductor manufacturing operations.

Reduce Energy Consumption at Reverse Osmosis Plant

Discover how to reduce energy consumption and costs in your reverse osmosis plant using data analytics.

Improving OEE in High-Tech Manufacturing by Monitoring Vacuum Chamber Performance

Monitoring vacuum evacuation in chip making boosted OEE, cut downtime, and raised yield by quickly identifying equipment failures.

“TrendMiner has delivered tangible results for us in the industrial sector. The operators and engineers are now empowered to build dashboards that are tailored to their needs and requirements without any assistance from IT, which has resulted in an increase in productivity and efficiency.”

Zeiss Engineer

Through the adoption and use of TrendMiner’s self-service data analytics, Umicore’s operators are now able to analyze process data in context, share dashboards at handovers, exchange analytics with maintenance, and understand where their processes can be adjusted for greater yield and speed. We believe in circularity, with TrendMiner we’ve closed the loop on our data. And it’s in everyone’s hands.

Dave Carpels, Sr. Application Analyst at Umicore

At Heraeus Epurio, user-friendly dashboards provide us with industrial analytics that boost efficiency and performance. With root cause analysis and fingerprinting, we are saving production batches that would otherwise have failed.

Thomas Geub, Global Head of Automation and Data Science, Heraeus Epurio

TrendMiner’s Added Value

Analyze Anything, Anytime, Anywhere for Everyone

TrendMiner’s self-service analytics capabilities help to discover what is happening, analyze why anomalies ocured and predict what is likely to happen. Through extensive but easy to use search capabilities, such as pattern based similarity search and compare tables, to anomaly detection and recommendations.

Make Operational Decisions Faster and with Confidence

The TrendMiner platform is fast, powerful and intuitive for everyone in operations to get insights on any part of the production process. Pattern analysis reduces the complexity & simplifies interpretation of analysis results, while dashboards can be created without technical assistance so everyone can take action based on the data.

Collaborate Globally & Share Captured Knowledge

The created value from a wide variety of use cases and solutions can be shared and rolled out globally for maximizing value from the TrendMiner platform. Capabilities such as monitoring and alerting, dashboards and reports optimize knowledge capturing, sharing and collaboration at each level of the organization.

Transforming the Discrete Manufacturing Industry

Our industrial analytics software helps Discrete Manufacturing companies optimize their operations and improve efficiency.