Data Science
Uncompromising Analytical Freedom with Suadeo
Suadeo Self Data Services®
The complete Data & AI environment data scientists need, all in one place
Suadeo brings together everything a data scientist expects to explore, model, operationalize, and share their results, all within a sovereign, secure, and fully interoperable environment.
At every stage, Suadeo AI supports you across all tasks, from the most technical to the most operational. Enhance your accuracy and efficiency with our AI purpose-built for Data Science.
The power of data without the technical overhead
Thanks to its microservices architecture, containerization (Kubernetes), and virtualization layer, the Suadeo platform provides instant and secure access to all your data sources, with no infrastructure burden or complex pipelines.
From exploration to production
Seamlessly industrialize your models
Open yet controlled access to all your data
- Direct connection to heterogeneous data sources (SQL, NoSQL, APIs, data lakes, flat files, etc.)
- Built-in governance: every dataset is versioned, tracked, annotated, and documented
- Access to contextualized data through governed DataSets, ready for immediate use
Complete workflow in a single unified interface
- Exploration, modeling, and visualization
- Integrated notebook environment (Python, R, Julia) with native support for scientific libraries
- Advanced Python visualization, fully integrated with Suadeo dashboards
Smooth collaboration with business teams
- Share models and notebooks directly within the platform
- Collaborative review, annotation, and versioning
- Easily package models into reusable modules accessible by analysts or end-users
Built-in MLOps: seamless industrialization
- Training, validation, scoring, and deployment automated within the Suadeo environment
- Full workflow orchestration
- Continuous performance monitoring, model drift alerts, full auditability
Full interoperability with your existing ecosystem
- REST APIs and SDK to integrate your external models
- Deployment in cloud, on-premises, or hybrid environments
- Native integration with your CI/CD pipelines and monitoring tools

Suadeo AI
Say Goodbye to Repetitive Tasks. Unleash Your Potential !
Explore your data, generate Python or SQL code, and uncover hidden insights in seconds.
Suadeo’s AI is 100% connected to your data and your business context, delivering ultra-precise, ready-to-use recommendations to power your projects
Boost creativity, accelerate execution, and focus on what matters most, with Suadeo’s AI, designed for data science and deployable on-premises.
Create powerful models that transform your business, safely!
Use cases and client feedback of Suadeo Self Data Analytics
Discover a sample of the use cases of the Suadeo platform and the testimonials of our clients.

Your use cases are Ours
Push the boundaries of Data Science with Suadeo and its Embedded AI
Large-Scale Fraud Detection
Detect anomalous or suspicious behavior in real time across millions of transactions, declarations, or activities. Leverage AI-enhanced predictive models and behavioral analytics.
Risk Scoring
Automatically assess the level of risk associated with a file or transaction (credit, insurance, compliance…) to accelerate decisions while reducing exposure
Predictive maintenance of resources
Anticipate equipment failures or service needs using IoT data and activity logs, and optimize the availability of your assets, both human and material
Dynamic, Predictive Budget Planning
Our AI assists you in leveraging consumption history, cyclical variations, and forward-looking scenarios to build more accurate, real-time-adjustable budgets. Improve resource allocation and stay in control of your commitments
Operational Strain Detection and Supervision
Identify bottlenecks (processing delays, surges, incidents), model flows, and dynamically reallocate resources to ensure service continuity (in transport, utilities, energy, customer support, and beyond)
Valorization of unstructured data
Suadeo AI helps you leverage massive volumes of documents, emails, PDFs, reports or verbatims to automatically extract insights, alerts or trends, thanks to intelligent classification.
A sovereign, integrated approach
powered by dedicated AI
A complete ecosystem to create more value
Amplify your capabilities
An embedded AI agent
You are continuously assisted: code generation (Python, SQL…), detection of insights, creation of predictive models, help with the interpretation of results… All without relying on external tools.
Low-Code environnement
Transform your models or analyses into a DataViz interface or business application that can be activated in an instant by your colleagues. No need to use a developer.
Intelligent Data Catalog
Explore, transform and exploit your datasets autonomously, without duplication, with a catalog enriched by AI and an ETL in code or drag-and-drop.
Native Connectors
Hundreds of native connectors and APIs allow you to work with all your data sources. Suadeo immediately integrates into your ecosystem.
Instant Insights
Thanks to dynamic dashboards, real-time mapping and usage data, you share actionable and understandable analyses at all levels of the organization.
Security and Sovereignty
All of this is built on a secure, sovereign environment that meets the most stringent compliance standards (HDS, ISO, IGI, etc.). Your data stays with you. So do your models.

Exit the multiple tools!
Unified self-data analytics is possible
With Suadeo, you’re never locked in. Choose the software modules that fit your existing architecture. Unlike fragmented solutions, Suadeo lets you manage the entire data lifecycle with a single engine and a consistent user experience.
Suadeo Self Data Services®
Discover the available software bricks
Tool your uses of the data
Since 2004, all the power of Suadeo’s R&D is concentrated in a network of technical bricks to offer your organization autonomy and reactivity in the use of data.

Suadeo includes a supervision module
Full process traceability and auditability
Suadeo Supervision® covers all components of the software suite. In the form of a web interface, Suadeo’s monitoring tool tracks alerts that can be triggered on any node in the processing chain of the decision platform. From input data to output use.
Unlock the full potential of data
Configure our software platform to power your uses!
Accelerate the production of your data analytics applications with our pre-built accelerators:
Urban Command Platform
The digital command tower for Smart Territories
Digital Hub
Interactive Hub of Real-time information Flows
Agile DataViz
Put yout Business Experience in our DataViz!
Open Data Usage
Give access to your data and share its use externally
Agile Reporting
A report based upon the latest technical innovations
Data Governance
Align your teams around a unified and secure data vision
Our accelerators are the result of a modular building-block approach we’ve already implemented with our clients.

Play with us!
By playing LEGO® with the services of the Suadeo Self Data Services® platform, Trades users regain their ways of working, their habits, their practices since our analytics solutions are made up of the bricks they use every day, but they multiply their abilities.
Ready to model differently?
Book your demo
Suadeo is the solution that gives businesses 100% control and visibility over their entire data.
Duration: 30 minutes
Format: Video conference
Hundreds of companies have chosen Suadeo, ask us why!