Transform your data into performance drivers
Our experts design and optimize reliable, scalable data pipelines, tailored to your specific needs, and easily integrated with your existing systems to turn your data into a strategic asset and maximize its value.
The leaders choose us
Rely on our expertise to turn your data into a strategic asset






Our expertise
We design ingestion and transformation pipelines for processing massive volumes of data (several million per day). Our skills cover Data Transformation (ETL/ELT pipelines), Batch (Apache Spark...), Streaming (Google Dataflow, Apache Beam / Flink...) and Event (Apache Kafka... ) processing, as well as the orchestration andautomation of complexworkflows using technologies such as Apache Airflow / Dagster.
Examples of technologies used
Our expertise
We centralize and migrate your data into reliable, secure and scalable storage spaces to build your Single Source of Truth (SSoT). Our solutions cover Data Warehouse (Google BigQuery, AWS Redshift) and Data Lake House architectures (on Cloud solutions such as Databricks, or on-premises with a Minio / Dremio / Apache Iceberg stack, for example).
Examples of technologies used
Our expertise
We optimize and deploy your Data infrastructures continuously and automatically (Infrastructure as Code with "Terraform") on your own servers or on the main Cloud Providers (GCP, AWS, Azure, OVH, Outscale...). Your architectures are scalable, secure and fully monitored (metrics/dashboard, alerting, logging, tracing) with a Prometheus / Grafana stack to make your operations more reliable.
Examples of technologies used
Our expertise
We industrialize your AI projects with ML Ops Cloud platforms (AWS Sagemaker / Azure ML / Vertex AI) or on-premise with ZenML, consolidating your pipelines from end to end: from experimentation withexperiment tracking solutions to production deployment, integrating model serving / versioning and orchestrating your training pipelines (with Airflow, for example). Your data is stored, secured and versioned in specialized feature stores for live or batch interrogation.
Examples of technologies used
Our expertise
We offer complete analytics solutions, from processing/storage in OLAP databases ( e.g. Google BigQuery, Apache Druid ) to the integration of data visualization solutions (e.g. Apache Superset, Tableau). Our expertise transforms your data into actionable insights via advanced visualization and reporting tools.
Examples of technologies used
Our expertise
We strengthen the governance, traceability (Data Lineage, Data Monitoring) and security of your data, ensuring its compliance (Data Compliance) and quality throughout its lifecycle. We can help you structure your organization around your data needs, with Data Mesh-type organizations.
Our expertise
We design ingestion and transformation pipelines for processing massive volumes of data (several million per day). Our skills cover Data Transformation (ETL/ELT pipelines), Batch (Apache Spark...), Streaming (Google Dataflow, Apache Beam / Flink...) and Event (Apache Kafka... ) processing, as well as the orchestration andautomation of complexworkflows using technologies such as Apache Airflow / Dagster.
Examples of technologies used
Our expertise
We centralize and migrate your data into reliable, secure and scalable storage spaces to build your Single Source of Truth (SSoT). Our solutions cover Data Warehouse (Google BigQuery, AWS Redshift) and Data Lake House architectures (on Cloud solutions such as Databricks, or on-premises with a Minio / Dremio / Apache Iceberg stack, for example).
Examples of technologies used
Our expertise
We optimize and deploy your Data infrastructures continuously and automatically (Infrastructure as Code with "Terraform") on your own servers or on the main Cloud Providers (GCP, AWS, Azure, OVH, Outscale...). Your architectures are scalable, secure and fully monitored (metrics/dashboard, alerting, logging, tracing) with a Prometheus / Grafana stack to make your operations more reliable.
Examples of technologies used
Our expertise
We industrialize your AI projects with ML Ops Cloud platforms (AWS Sagemaker / Azure ML / Vertex AI) or on-premise with ZenML, consolidating your pipelines from end to end: from experimentation withexperiment tracking solutions to production deployment, integrating model serving / versioning and orchestrating your training pipelines (with Airflow, for example). Your data is stored, secured and versioned in specialized feature stores for live or batch interrogation.
Examples of technologies used
Our expertise
We offer complete analytics solutions, from processing/storage in OLAP databases ( e.g. Google BigQuery, Apache Druid ) to the integration of data visualization solutions (e.g. Apache Superset, Tableau). Our expertise transforms your data into actionable insights via advanced visualization and reporting tools.
Examples of technologies used
Our expertise
We strengthen the governance, traceability (Data Lineage, Data Monitoring) and security of your data, ensuring its compliance (Data Compliance) and quality throughout its lifecycle. We can help you structure your organization around your data needs, with Data Mesh-type organizations.
A state-of-the-art team
Over the years, we've built up an elite team dedicated to the success of your projects. The ingredients of this success? Selective recruitment, a policy of building troop loyalty and a fulfilling, intellectually stimulating environment (#1 in the HappyAtWork 2024 label).
expertsin Data Engineeringamong the best on the market

Data Engineer
Data Architect
Data Ops
ML Engineer
LLM/MLOps Engineer
Technical excellence
Our engineers, who come from the best French and European educational establishments, have mastered the state of the art in all areas of AI technology, and are recognized in the ecosystem as top-level experts.
Multidisciplinary expertise
Our 100+ experts cover all the skills needed to design and industrialize your AI projects: Data Science, Data Engineering, DataOps, MLOps, Software Engineering...
Speed and business vision
Our teams' high level of technical expertise translates into a speed that our customers notice and measure, enhanced by a rapid understanding of business challenges, and even sector specialization for certain profiles.
Maker DNA, commitment and advice
That's how our customers describe us: pleasant, committed personalities working alongside in-house teams, who like to roll up their sleeves to find elegant solutions to complex problems.
Unique skills repository and tracking
We have developed in-house the most advanced skills tracking platform on the market: 40+ technological headings, 130+ LLMs & GenAI hard skills, soft-skills families, management tools...
Hundreds of projects to our credit
Our experience has been forged through the deployment of hundreds of pure Data Engineering projects, or projects combining the disciplines of Data Engineering with those of Software Engineering and Data Science, whether large-scale custom projects for our customers or our own products.
Hundreds of custom projects...
60+
key account customers100+
large-scale projects400+
Innovative MVPs developed...and state-of-the-art products...


Callbots

SearchBots




Chatbots



...deployed on a large scale
100M+
hundreds of millions of conversations handled by our bots / year
***
100M+
hundreds of millions of documents processed by our solutions / year
***
10M+
tens of millions ofend-users of our solutions
A legitimacy on the customer side
How did Randstad centralize its data with a Data Mart to improve quality and optimize its business processes?
How GEOPOST set up a bespoke, scalable Datalakehouse to boost AI applications?
How has MAIF equipped itself with optimal MLOps infrastructures to scale up its AI projects?
An ecosystem of qualified partners
The quality of our solutions is recognized by a whole ecosystem of specialists who are now our partners in the academic, scientific, technical,integration and distribution fields.
What customers say about us
Our intervention modalities

Turnkey project - La Factory
Entrust us with the design and realization of your project from A to Z: from R&D and prototyping to scaling up and deployment of the solution in your business.

👨💻 Extended Team - Resources
Our talents reinforce your teams for one or more projects. We select the most qualified profiles in both hard and soft skills, so that we can collaborate and deliver in harmony.

Expert tech consulting
A specially selected expert will support you in your technological choices and the resolution of your tech issues: modeling, technological choices, architecture, deployment...
An expert, friendly and committed team, that's something you don't find on the streets...




























































