Platform
Case Studies
A manufacturing facility was struggling with filling line inefficiencies, despite seemingly stable monthly performance reports. Frequent, untracked short stops and unclear performance fluctuations were silently eroding productivity.
By leveraging MontBlancAI’s advanced production monitoring tools, the facility uncovered and addressed these issues, delivering a remarkable 12.4% increase in Overall Equipment Effectiveness (OEE) within just six weeks. This case study details the challenge, the innovative approach, and the eventual results.
The operations team was aware of the critical importance of the filling machine to the facility's production process. So when the team uncovered persistent and serious operational flaws, they realized that swift, decisive action was essential.
The initial assessment and analysis revealed that multiple brief, unrecorded interruptions were disrupting operations daily.
Output inconsistencies lacked clear causes, hampering optimization efforts.
Short disruptions were neither tracked nor classified, masking their impact on efficiency.
These hidden inefficiencies stifled the facility’s productivity and profitability. Only a comprehensive, data-driven solution using intelligent manufacturing tools would deliver the desired results.
To address the filling line inefficiencies, the facility used MontBlancAI to create and deploy a comprehensive optimization strategy, focusing on improving the system’s performance. Key steps included:
The facility seamlessly connected to the filling machine’s PLC data without interrupting existing controls to gather real-time performance insights.
The team identified that the line rarely operated for long without short-term interruptions, revealing hidden bottlenecks that monthly reports overlooked.
Daily, weekly, batch, and order-level visualization and analysis were implemented, empowering the facility with actionable performance insights.
In just six weeks, the team—using our production optimization software—delivered a remarkable transformation for the filling machine’s performance. Put simply, our AI-powered intelligent manufacturing solution delivered a 12.4% increase in Overall Equipment Effectiveness (OEE) through significant improvements to availability, performance, and quality.
By eliminating frequent, untracked short stops, the facility stabilized operations, enabling smoother, more consistent production runs. This surge in efficiency boosted output, reduced operational costs, and unlocked new capacity.
Our production analytics platform exposed untracked short stoppages through real-time PLC data analysis. This demonstrated that small, overlooked disruptions can significantly erode efficiency.
By utilizing daily, weekly, and batch-level visualization, MontBlancAI delivered precise interventions that eliminated performance inefficiencies and maximized output.
Integration with existing systems minimized disruption while delivering big efficiency improvements, showcasing the value of artificial intelligence in manufacturing.
We boosted a filling machine’s OEE by 12.4% in just six weeks, unlocking efficiency and capacity without disrupting operations.
Our powerful platform can do the same for your operation with our proven intelligent manufacturing solutions.
Let MontBlancAI’s production monitoring software transform your performance. Contact us today to explore how we can drive similar results for your facility!
