The FDTI Approach

We approach data science in a pragmatic and transparent way, in the interests of your business strategy

We address your issues in 5 steps , from the acquisition of raw data to the co-creation of solutions that impact all levels of your organization.

This process is iterative in order to deal in depth with the most complex subjects

Data Acquisition

1. Data Acquisition

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Data selection

Data selection

Detailed exploration

Choice of relevant data through our data audit method

Collection of the data

Collection of the data

With your CIO / business experts

In accordance with the RGPD 

Enhancements via external data

Enhancements via external data

Internal FDTI data on various sectors

Public statistics, open data, third party data providers, web scraping...

Data Structuration

2. Data Structuration

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Cleaning and structuring of sources

Cleaning and structuring of sources

Data cleaning and transformation to optimal formats

Cross-referencing of data sources

Cross-referencing of data sources

Cross-linking of information to make it relevant and consistent with each othe

Consolidation in a "data warehouse"

Consolidation in a "data warehouse"

Provision of reliable and available data via a global architecture

Process Modelling

3. Process Modelling

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We create tailor-made models

We create tailor-made models

Linking your strategic processes into an equation

Comprehension of the variables of importance, correlations, regularities

Predictive Analysis Understanding to predic

Expertise at the forefront of AI

Expertise at the forefront of AI

We collaborate with math/info research institutes

+30% of our time is spent on R&D to stay at the forefront

Appropriate algorithms

Appropriate algorithms

Robust Models Statistically relevant

Time Series Segmentation Multivariate Analysis Deep / Machine Learning

Interpretation of Prediction

4. Interpretation of Prediction

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Exploitation of models

Exploitation of models

Using models to anticipate the dynamics of your business and identify optimization potentials

Identification of optimization potentia

Intuitive representation

Intuitive representation

Highlighting results through effective visualizations, dashboards, reports, web apps...

Effective visualizations, dashboards, reports, web apps (with Onicorn)...

Pragmatic vision

Pragmatic vision

Transparency on the origin of the results and the limits of interpretation. No superfluous technical jargon

Strategic Recommendations

5. Strategic Recommendations

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A common objective

A common objective

We work together to achieve your goals

Exchanges between your experts and ours bring out the optimal solutions

Change process driven by your collaborators

An impact at all levels

An impact at all levels

Decision support tools for optimal management of your business

Recommendations on the management of your data

Optimization of your processe

Training of your employees, transformation of the corporate culture

A support in the decision-making process

A support in the decision-making process

Designing your strategy

Forecast financial and operational results

Sustainable relationship of trust