AI INTERPRETATION Guide 3/3: Approaches to interpreting AI models

AdvanThink (ISoft) is a French provider of innovative Data Science solutions for business projects.
Founded as part of one of the first European projects dedicated to Machine Learning (FP2 Machine Learning Toolbox), AdvanThink has maintained a historic lead in this field ever since, with
significant R&D activity.

AdvanThink's (ISoft) R&D work in the field of interpretability is part of a wider
research project: to make the latest advances in AI and Machine Learning accessible to companies' business divisions.
Interpretability is therefore naturally at the heart of AdvanThink's (ISoft) research. It is a prerequisite for developing solutions that are accessible to all, and for implementing operational AI applications
.

With this in mind, AdvanThink is committed to making
AI technologies transparent and easy to use, so that they can be mastered by IT, Data
Scientists and business users alike.

AI interpretability is also at the heart of AdvanThink's solutions for real-time risk detection, particularly in the financial sector, where responsiveness, autonomy and confidence in
the decisions made are prerequisites for effectively combating fraud and money laundering.
In this field, AdvanThink offers innovative solutions, the fruit of 25 years' R&D in Machine
Learning applied to anomaly detection, and over 15 years' business expertise in the
field of financial crime fighting. Today, AdvanThink is the European leader in financial crime prevention, with over €40 billion protected in real time every day.

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