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  1. moneo: IIoT platform
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  3. moneo DataScience Toolbox

moneo DataScience Toolbox

An intelligent tool kit that reliably monitors critical process values and provides you with a wide range of added value features and important insights into industrial processes.

Ever-increasing product and process requirements place high demands on the entire production process. It is therefore important to use sensor data, values and information from industrial production to detect and eliminate product and process deviations – so-called anomalies – as quickly as possible and automatically.

moneo DataScience Toolbox is a collection of software tools that enable you to easily monitor and optimise manufacturing processes on the basis of artificial intelligence, without the need for data science expertise or programming skills.

The AI algorithm uses the data recorded by sensors. The data are used by advanced technologies, such as machine learning, to ensure the best possible predictions and condition monitoring processes.

Intelligent algorithms promptly report detected anomalies and patterns, understand complex correlations and make reliable predictions.

To put it in a nutshell: moneo DataScience Toolbox simplifies monitoring and optimising your production processes. It also supports the qualitative and sustainable improvement of your company’s production process. Moreover, it helps you to increase efficiency and to significantly reduce error incidence.

What moneo DataScience Toolbox can do

Accelerate transformation and scaling
Easily build and train your own AI/ML models in a guided configuration without data science expertise
Improve your production quality
Automatically detect anomalies and other unwanted conditions in production with customised AI solutions
Increase your machinery and equipment efficiency (OEE)
Reduce unplanned losses, minimise equipment downtime and increase your overall equipment efficiency with customisable warnings and alarms.

moneo DataScience Toolbox

moneo SmartLimitWatcher:
Intelligent monitoring and optimisation of your production processes.

moneo SmartLimitWatcher generates dynamic thresholds based on the status of the process being monitored. It automatically issues alarms and warnings at an early stage as soon as the status of the monitored variables changes – anomalies of a critical process variable occur.

moneo PatternMonitor:
Intelligent detection of unwanted process changes.

moneo PatternMonitor identifies structural changes in a critical variable. Depending on the configuration, it detects trends, changes in volatility and level changes and automatically generates alarms so that you can take appropriate action at an early stage.

Differences and possible combinations

moneo SmartLimitWatcher is suitable for ...

  • multi-stage or controlled processes
  • focussing on entire machines and plants

Operating principle

  • The entire system is modelled to detect anomalies of the target variable

moneo PatternMonitor is suitable for ...

  • monitoring single-stage stationary, continuous processes and plants
  • focussing on individual parameters of machines and plants

Operating principle

  • Identification of structural changes in critical process values

Advantages of
moneo DataScience Toolbox vs. data science projects

moneo DataScience Toolbox
  vs Implementation:
your own data science project

Easy-to-use tool also suitable for maintenance teams without data science skills


Access to data scientists necessary (expensive, 20k*)

Automated data preparation and guided AI training


In-house project structure required

Integrated and scalable solution when combined with other moneo modules


Manual data acquisition and processing process required

Suitability for a wide range of applications and quick solution availability


Minimum project duration approx. 3- 6 months

Customisable and extensible – from beginner to professional level


Tailored solutions are often not easily transferable and applicable

Excellent price-to-performance ratio


Increased investment risk due to limited scalability