AI that transforms how
process manufacturers operate

MontBlancAI is a production intelligence platform for process manufacturers that helps increase uptime, reduce operating costs, ensure quality, and detect anomalies early — using applied AI built for real operations.
Trusted by leading manufacturers in dairy, food & beverage, chemicals, utilities, and industrial processing.
Your Central Intelligence Hub
MontBlancAI acts as the brain of your production ecosystem - ingesting data from sensors, PLCs, SCADA, MES, and ERP systems to create a unified operational intelligence layer. No more data silos.
Connect. Understand. Optimize. Across Every Layer.

Unified Data Layer

Connect PLC, SCADA, MES, and ERP data into one operational intelligence layer.

Actionable Insights

From dashboards to root cause diagnostics. All powered by AI.

Real-Time Anomaly Detection

Finds anomalies before they disrupt production. Beyond traditional thresholds.

Why our customers love MontBlancAI

Hear from Industry Leaders: Discover How MontBlancAI is Revolutionizing Production

See our cases
A Central Intelligence Hub
for Production Operations
MontBlancAI acts as the central intelligence layer across your production ecosystem.

How MontBlancAI Works

A clear, proven path from integration to operational intelligence.

70% Uptime Increase

A major production facility approached us to address the operational issues behind a significant downtime rating. When the facility’s management first assessed the situation, the maximum continuous runtime was a paltry 13 hours before a Cleaning-in-Place cycle was needed. The relatively low uptime witnessed was having a seriously detrimental impact on both operational efficiency and capacity. With the help of MontBlancAI, the team implemented a series of targeted optimizations using, among other things,AI-powered operational intelligence tools. As a result, the facility significantly increased overall efficiency and capacity. Here’s how they did it with the help of our cutting-edge operational intelligence tools.

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Detect and Inform
Anomalies, deviations, and inefficiencies are identified in real time.
Filter, export, and drilldown on the data quickly
Save, schedule, and automate reports to your inbox
Connect the tools you already use with 100+ integrations

10% Uplift for a Filling Machine

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.

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The Power of Predictive Maintenance

A huge range of issues has the potential to delay, disrupt, and derail manufacturing operations. If you can identify these issues at the earliest opportunity, you can maintain an efficient production process. Traditional monitoring methods struggle to pick up issues such as performance deviations, short-term disruptions, and the failure of critical components such as filtration membranes. Our approach to predictive solutions provides a proven answer to this problem.

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Data-Driven Insights Powered by AI

Germany is home to one of the world’s most competitive dairy industries. The small and moderately-sized dairies in the country have to take every opportunity to make their operations more efficient and productive. This is a cost-effective and reasonably feasible way to compete with the large corporations. The pursuit of efficiencies and increased capacity plays a crucial role in this process, but traditional assessment methods are costly, time-consuming, and relatively unreliable.One relatively small dairy approached us due to our reputation for powerful production process monitoring software. The brief was simple: To decide whether optimizing existing equipment or investing in new machinery was the most cost-effective way forward.

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Hundreds of Saved Staffing Hours

Monitoring and validating Clean-in-Place (CIP) processes can be a complex, time-consuming, and costly process, particularly for relatively modest operations. However, production intelligence software powered by AI can make it significantly easier. That’s why a German dairy, processing more than two million liters of milk, turned to MontBlancAI for help. Producing high-quality milk, cream, yogurt, cheese, and butter, the dairy relies on CIP to clean and sanitize equipment and pipelines, ensuring product hygiene, quality, and safety.Was there a way to streamline and enhance the existing CIP processes? Let’s take a look.

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Core Capabilities
Enterprise-grade features designed for process manufacturing operations.
Unified Data Layer
Connect PLC, SCADA, MES, and ERP data into one operational intelligence layer.
Real-Time Anomaly Detection
Identify deviations before they lead to downtime, quality loss, or waste.
CIP Validation
Validate Clean-in-Place and production cycles in minutes instead of hours.
Track & Trace
End-to-end batch traceability from raw input to finished product.
Actionable Insights
From dashboards to root cause analysis — powered by AI, not static rules.
Enterprise AI solutions for operational excellence.