Advanced Data Analytics

True intelligence lies in the ability to interpret the most complex data. Our Advanced Data Analytics service transforms your business challenges into high-performing models, whether it’s predicting trends from time series or extracting information from images, videos, or "data cubes" like in hyperspectral imaging. We combine predictive modelling and augmented perception to give you an unparalleled understanding of your environment.

We structure our expertise around two main, complementary areas

1. Predictive Modeling & Process Optimization: We turn your activity data into actionable insights. By analyzing your time series data (sensors, logs, sales) and structured data, we develop Machine Learning models to:

  • Anticipate the future: Predict failures (predictive maintenance), demand peaks, or fraud risks.
  • Optimize your operations: Understand and improve your industrial, logistical, or commercial processes.
  • Refine your strategy: Analyze your sales data to optimize the customer journey, or model demand to optimize inventory management.

2. Augmented Perception & Complex Data Analysis: Our passion for innovation drives us to tackle challenges where others stop. Our expertise in signal and image processing allows us to "see" beyond the visible.

  • Advanced Imaging Expertise: We specialize in the analysis of images, videos, and more complex data like medical or hyperspectral imaging.
  • Concrete Applications: This cutting-edge expertise applies directly to defect detection in industry, the analysis of biological material in health or agriculture, or the characterization of materials.

A Transversal Asset – SegLab: The performance of these advanced models depends on expert annotation. Our collaborative tool, SegLab, is designed specifically for this. It allows your business specialists to intuitively annotate complex data, whether it’s signals, areas on a classic image, or spectra on a hyperspectral cube, thereby guaranteeing the relevance and robustness of the models developed.

Your Benefits

  • Anticipation and Reliability: Base your decisions on robust predictive models.
  • Unrivaled Perception: Reveal invisible details with our expertise in processing complex data (hyperspectral, etc.).
  • Solutions for Unique Challenges: Benefit from an "R&D" approach to solve your most specific problems.
  • Controlled Quality: Guarantee the success of your projects with perfectly qualified training data from your experts.

Contact
Finance
Working with CETIC

Related R&D activities: Advanced Data Science