xtractis products & services

The xtractis AI brings you all functions to efficiently carry out your predictive modeling projects: discovery and maintenance of your models and their use in production, without programming nor framework.

You are attended by INTELLITECH at all stages of your project, from the preparation of data to the deployment of your predictive decision-making systems and their certification.

A unique technology in a fully automated solution

Key features of xtractis
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SELF-LEARNING

GENERATE robots automatically discovers predictive models that are robust and explainable, from multidimensional datasets, through a collective and evolutionary machine learning.

Fully automated solution: no programming, nor framework. Software interface controlled by mouse click.

Because of the intensive assessment of robustness and the continuous improvement of learning strategies, it takes a few days to a few weeks before converging to the most robust models. However, the more computing energy is available, the more this generation time is reduced.

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PREDICTIONS

PREDICT uses the xtractis models to deduce predicted responses of the process in real time, for a new real or simulated input situation.
Inference engine delivers prediction instantaneously.

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PRESCRIPTIONS

OPTIMIZE uses the xtractis models to discover the optimal solutions that satisfy your multi-objective request.
A few tens of seconds are enough to find solutions in multi-dimensional space.

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AUTO-MAINTENANCE

MONITOR continuously monitors the performance of the deployed models, builds the new learning datasets and requires from GENERATE to regenerate the expired models.

Features

Automatic discovery of best learning strategies 

to automatically build best predictive models

Automatic selection of the predictive variables, Determination of the influence of each variable

Multicore CPU Massively Parallel Calculations to manage large datasets or to launch multiple robots simultaneously

Intensive analysis of the robustness of the generated models by different cross-validation techniques (LOO, MC, Validation/Testing)

Regression, Multiclassification

or Scoring Modelling 

Clustering

by unsupervised learning

Visualization of the decision rules, visualization of the individual contributions of the variables for each prediction

Instant and simultaneous Predictions  for several studied variables with several models

Real time and simultaneous Predictions for several studied variables with several models

Definition of multi-objective requests on the studied variables and constraints on the predictive variables

Simultaneous inversion of several models.

Discovery of exact optimal solutions

Dynamic exploration of the decision surface

(2D/3D cross sections)

Performance monitoring of models used in production, 

Detection of behavioral change, Building of new learning datasets

Monitoring of GENERATE Robots for the regeneration of expired models


Reporting of decision making traceability

Web Service through query by client applications running on any type of OS


Temporary License


Operating System

xtractis

GENERATE


Single-station

multi-session

WINDOWS

/ WINDOWS SERVER

xtractis

GENERATE

xtractis

PREDICT





Single-station single-session / Floating

or

Webservice (PREDICT Server)

WINDOWS

/ WINDOWS SERVER

xtractis

PREDICT

xtractis

OPTIMIZE







Single-station single-session / Floating

or

Webservice (OPTIMIZE Server)

WINDOWS

/ WINDOWS SERVER

xtractis

OPTIMIZE

xtractis

MONITOR










Single-station

mono-session

WINDOWS

/ WINDOWS SERVER

xtractis

MONITOR

xtractis SERVER version

High level services

to support you in your AI digital transformation
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TRAINING

Personalized training on predictive data mining techniques, on the xtractis Augmented Fuzzy AI approach, and on the deployment of xtractis models in your business processes.

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COACHING

The objective of the coaching sessions is to verify that your modeling problems are posed correctly, to analyze with you your data and the results obtained...

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ASSISTANCE

In certain cases, INTELLITECH can assist you in auditing your predictive systems with the regulator or the certifying authority.

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PILOT PROJECT

Minimum service to test xtractis on your data. We mobilize our resources to present to you in less than 3 months the maximum performance obtained on a selected issue.

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BENCHMARKS

Full benchmarking against other statistical techniques and Open Source AI: PLS, Logistic Regression, Polynomial Regression, CART Decision Tree, Random Forest, Boosted Trees, KSVM, Deep Learning / Neural Networks...

The xtractis solutions are dedicated to all business sectors
to design and deploy explainable predictive systems for complex and strategic processes

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14 Rue du Fonds Pernant

60200 COMPIÈGNE - FRANCE

+33 3 44 23 48 90