Small team in data and open source, agile and rigorous
Data experts, solution architects and integrators
As much advisors as builders, we go from the business problem to the implementation of your solution. Data, open source, cloud, AI, applications are our everyday tools, not mandatory choices. Depending on your needs and your existing setup, from a basic server to a full-cloud stack, we assemble the right building blocks to build your data culture.
Our work
What we do
We turn organizations’ data into reliable, reproducible workflows that make teams autonomous. We work at every stage: data quality, data science and engineering, AI and agents, decision-support applications, automated reporting, computing platforms, training. As much advisors as builders, we help turn a business challenge into a solution that runs. Whether you are a small organization looking for outside expertise or a large group, we adapt to your pace and constraints.
Our technical foundations are R, JavaScript, Docker, Linux shell, and databases. With more than ten years in this open-source ecosystem, we build solutions that scale, from an analyst’s laptop to an industrial cluster, from a quick prototype to an automated, monitored production pipeline.
Where to start?
Find the service you need
Answer a few questions and we'll point you to the right solution.
Panorama
Selected projects
Estimating the risk of an animal disease entering a territory
Research / Animal health
Web application for assessing the risk of an animal disease being introduced into a geographical area. The tool combines open data with the user’s own.
Webapp - Geospatial - Open source
Setting up a validated, GxP-compliant R environment
Pharmaceutical industry
Designing a controlled R environment to produce analyses in a regulated context. A frozen, qualified R distribution, controlled packages and traceable, reproducible runs.
R - GxP - Reproducibility
Supporting a public administration from SAS to R
Public sector / Health
Several years of support for a ministry moving from SAS to R: migrating workloads, training teams, and assessing and advising on how to integrate R, Git and Python into a secure, constrained environment.
SAS/R migration - Training - Advisory
Industrializing a monthly regulatory reporting pipeline
Banking / Insurance
Migrating a collection of scripts into an automated, monitored pipeline. Word, Excel and PDF outputs are produced identically every month, without manual steps.
Reporting - Data engineering - Automation
Decision-support application for operations
Industry
An interactive dashboard consolidating several data sources. From prototype to production, with authentication and deployment on the client’s infrastructure.
Webapp - Data - Analytics
Turning business requests into auditable analyses
Medical research
An AI agent turns natural-language requests into code that only assembles validated internal procedures. Analysts keep their investigative freedom; governance keeps control over which algorithms are used, the reproducibility and traceability of the results.
AI - Analytics - Governance
Our packages
Manuals and books
The ggiraph book
How to use the ‘ggiraph’ package to produce interactive graphics and add them to WEB pages and ‘shiny’ applications.
The flextable book
The user guide of the ‘flextable’ package. The grammar is presented as well as the options for different output formats, several illustrations are presented as well as the corresponding codes.
flextable gallery
A gallery of examples of tables made with ‘flextable’ and and the corresponding codes.
officeverse
The user guide for the ‘officer’ and related packages. The basic principles are detailed and many illustrations are used to help the users.
Our latest posts
Latest news
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What's new in flextable 0.9.11
flextable 0.9.11 brings ‘patchwork’ integration to combine tables with plots and Quarto markdown support inside cells with
as_qmd(). -
tabular and flextable
tables::tabular()is the closest thing to thePROC TABULATEin the current R ecosystem. Theas_flextable()function of the ‘flextable’ package allows you to obtain a table from the result oftables::tabular()which can then be formatted and integrated into a document of your choice. -
flextable supports RTF
The post presents the new RTF output supported by the ‘flextable’ package and shows an illustrated example.
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flextable for 'Grid graphics'
In this article we present the graphic output generated by flextable and how to take advantage of it with ‘ggplot2’ or ‘grid’.
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ArData
Let's talk about your project
A data challenge, an app to build, an AI agent to plug in? Let's talk.