TrendMiner delivers significant value across various operational areas, enabling organizations to achieve measurable ROI. By addressing key questions, sponsors and project managers can identify and quantify the impact of TrendMiner in their processes. Below are just a few critical areas where TrendMiner drives efficiency, quality, and cost savings.

1. Process Efficiency

• Key Question: How has TrendMiner reduced downtime or prevented unplanned shutdowns?
• Impact: Even a 1% improvement in process efficiency can result in substantial cost savings.

2. Product Quality

• Key Question: Has TrendMiner helped reduce product variability or defects?
• Impact: Improved product consistency minimizes raw material waste and enhances process reliability.

3. Energy Consumption

• Key Question: What is the most energy-intensive process in your operations?
• Impact: Optimizing energy usage reduces costs and supports sustainability goals.

4. Accelerated Troubleshooting and Root Cause Analysis

• Key Question: How has TrendMiner reduced the time to identify and resolve issues?
• Impact: Engineers report significant time savings, enabling faster resolution and reduced operational disruptions.

Case Study: Preventing Column Flooding

• Challenge: A column flooding issue caused productivity loss and unplanned maintenance.
• Solution: Using TrendMiner, the engineer identified root causes and implemented preventative measures.
• Results: 50% reduction in troubleshooting time and $500k in cost savings.