Move from experimentation to production with
Saagie
Data Factory
Move from experimentation to production with
Saagie
Data Factory
Saagie is the fastest way to get your data
initiatives
up and running. Our all-in-one platform lets you manage all your data and AI projects in one place, and it's ready to go in just a few clicks.
Discover the four functional pillars that make up the Saagie Data Factory:
Open Source AI : Deploy your AI projects more effectively
Develop
Get your data science projects off the ground with our collaborative AI platform. It has got an interactive environment with all the tools you need.
- Data Lab as a Service
- Open Source Libraries and Applications
- Pre-trained Hugging Face Models
Train
Use optimized cloud resources to train your models with precision and efficiency. Our powerful infrastructure will help you achieve your goals.
- Private or Public Cloud
- GPU on demand
- MLflow Model Lifecycle Management
Deploy
Deploy your data science projects on any infrastructure with ease, thanks to integrated pipelines and flexible deployment management.
- Model execution in API endpoints
- Inference of data pipelines
- Modelization and retraining of drift detection
Open Source Analytics : Leverage your insights with Saagie
Explore
Explore your data in depth with a collaborative data analysis platform offering interactive visualization and advanced exploration tools.
- All types of data, wherever they are
- Interactive filters & drill-downs
- Cartographic analysis
- Collaborative dashboards
Identify
Use our powerful analysis features to identify trends and insights that benefit your business.
- Trends and insights
- Correlation analysis
- Spot Outliers
- Anomaly Detection
Decide
Make smart, data-driven decisions using analyzed data. Define how to put them into action in your systems to make the biggest impact with your initiatives.
- Data-driven strategies
- Improved customer satisfaction
- Performance evaluation
- Risk reduction
Data Orchestration : Optimize your orchestration processes now
Build
Use our all-in-one platform to develop your data pipelines with ease. Create custom workflows with integrated powerful tools.
- Data integration and transformation activities fully orchestrated
- Advanced conditional and multi-branch pipelines
- Pre-packaged open source, commercial, and cloud technologies
- Saagie SDK to integrate your own technology integration
Run
Execute your pipelines smoothly and efficiently, leveraging a robust and scalable infrastructure to meet your execution needs.
- Collaborative Data or AI projects
- Detailed pipeline execution history
- Source code integration with CI/CD tools
- Observability of cloud resources used
Manage
Monitor and manage your pipelines in real-time to ensure optimal performance. Integrated monitoring tools track each step of the process, giving you complete control.
- Versioning and roll-back on jobs and pipelines
- Open Source Libraries and Applications
- Observability and control of cloud resources used by data & AI
- Project isolation and security
Cloud Storage & Compute : Take control of your infrastructure
Store
Quickly deploy your data to the cloud with our Kubernetes-based service. Our flexible and scalable solution will store your data.
- Managed SaaS software on AWS, GCP, Azure, OVH
- Native and immediate scalability
- Object storage and relational databases
Compute
Execute your computations with agility and efficiency. Whether you’re using a multi-cloud, on-premise, or managed solution, you can adjust your computing power to fit your needs.
- IaaS at scale based on Kubernetes
- Intégration aux modules DevOps and CI/CD
- Security via differentiated user roles
Manage
Monitor your cloud infrastructure in real time to ensure optimal performance. Integrated monitoring tools track and analyze every aspect of your environment.
- Provisioning de la solution cloud
- Multi-cloud & on-premise deployment, without lock-in
- Real-time monitoring of Kubernetes nodes
