TIMi modeler


A segmentation-analysis has never been so fast and easy!


Easily segment your customer base using real-time 3D segmentation methodology.

What is Stardust?

Stardust allows you to visually explore in real-time, on your computer screen, the entire studied population in 3D display performed using hardware-accelerated OpenGL libraries.

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Key features

The analytical engine of StarDust creates high-quality segmentation on large databases in a few minutes. Stardust can easily process databases containing millions of customers.

Key features

Support and training

Video tutorials of Stardust’s Interface, Community forum, training sessions and other ressources for Stardust.

Support center

Download Stardust

Download Stardust with TIMi Community Edition or Business Edition trial. Access to all functionalities. No limit, no constraint.

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Find interesting figures about your data
in a few mouse clicks!


Find figures about your customers

  • Detect (multivariate) outliers and invalid data.
  • Find segments of customers having similar behaviour.
  • Validate from a business-perspective the different segments using intuitive bar-charts easily comprehensible by a business-user.
  • Automatically create HTML reports that includes many charts and histograms that explains from a business-perspective your different segments.
  • Discover hidden multivariate patterns inside your data.
  • Explain in more details the profile of your targets, as generated by the binary classification tool.

How to create a segmentation model

Create Segmentation Models

  • Create segmentation models that you can use later on to select automatically a subset of the population used to construct a predictive model.
  • Project automatically the segmentation on a updated and/or larger apply dataset.

Perform text-mining analysis

Automatically find the different “Themes” of the text-documents (using LSI: latent semantic indexing) and automatically assign any new document to a “theme”.


Real-time 3D visualization

StarDust offers you real-time 3D visualization of your whole population. The rendering of the 3D display is performed using hardware-accelerated OpenGL libraries. These high-performance libraries allow the smooth display of millions of customers in real time.


The analytical engine of StarDust creates high-quality segmentation on databases of several gigabytes in a few minutes. Stardust can easily process and display databases containing millions of customers.


The analytical engine of Stardust integrates many algorithms classically used for segmentation analysis, such as: PCA algorithm, quantile-recoding algorithm, “Minimum spanning tree” algorithm, many variation of the “ward’s algorithm”, many variations of the “K-Means algorithm”, etc.


Stardust offers a great variety of distance-definitions: Pearson-Distance, Cosine-Distance, Euclidean-Distance, etc. All these algorithms and options are at a few mouse-clicks from you!


Stardust is Multi-touch enabled, so that you can explore your population with your fingers!

VR Enabled

Jump into your VIVE or Occulus and start exploring your data in a virtual-reality environment! Really “touch” data-points and see in real-time the data that is “hidden behind” each voxel-point.


Bouygues Telecom
Telecom operator in France

“The optimal solution to extract advanced Social Network Algorithms metrics out of gigantic social data graphs.”

Telecom operator in Belgium

“We reduced by 10% the churn on the customer-segment with the highest churn rate.”

Mobile network provider

“TIMi framework includes a very flexible ETL tool that swiftly handles terabyte-size datasets on an ordinary desktop computer.”