Rulex

Vorteile

Adoption of Heuristic Business rule on Platform without changing main flow.
Scalability, capacity to handle big data seamlessly.

Nachteile

At the moment scheduling flow by embedding other tool.
Rulex will come up with own scheduler, eagerly waiting to have this new platform

Vorteile

The aspects that I believe to be of greatest value among the Rulex features are: 1-the strong reduction of project times (even ten times less than the time required to carry out the same analysis with 'black box' algorithms); 2-the ease and manageability in 'preparing the data' to make them compatible with the cognitive objective of the analysis; 3-the 'transparency' that allows you to understand if there are errors in the data or if there are biases in the analysis logic; 4-the possibility of carrying out even very complex machine learning analyzes without having to possess in-depth mathematical knowledge (it is not necessary to create any algorithm); 5-the 'clear box' logic that allows the creation of models compliant with the GDPR, which requires that the predictive models generated with AI, if they can influence decisions that impact on people's lives, are 'explainable'.

Nachteile

Rulex has very innovative features that, often, to be understood by the customer, it is necessary to conduct test analyzes that can make the customer understand concretely the power of this type of transparent AI analysis.

Vorteile

The software allows non-expert developers to analyze data in a simple way, thanks to its intuitive interface. In particular, data inspection and visualization can be performed quickly and effectively.

Nachteile

I would suggest to add more documentation about Rulex advanced functions.

Vorteile

Its easy of use in data preparation in the best I've ever seen in the market in the last 20years.
Logic Learning machine makes life easier in developing and tuning a machile learning model.
All these feature make working in rulex a very satisfying and very productive experience

Nachteile

I'd like it to be cheaper but to be honest the price is in the same range of competitors in the market and the easy of use makes Rulex TCO the best

Vorteile

Easy to use: despite not being literate in calculus and linear algebra the learning curve was not steep

LLM: the explanaibility of the rules is the core of this software

Flexibility: it can be used for many purposes, not only modelling data or making predictions but also data curation and preprocessing

Nachteile

Graphical output of analysis: this part needs a bit of improvement. I typically perform data visualisation with ggplo2 in RStudio.