Federated Learning Platform
Secure and scalable collaborations
Enterprise-ready, regulatory-compliant platform for collaborative AI model training and inference.
A flexible platform, with seamless deployment that allows data custodians to have complete control over their data.
Enterprise-ready SaaS platform for Privacy-Preserving AI deployments
The only cloud-based platform designed to support all Federated Learning paradigms — offering the flexibility and scalability to adapt to any use case and seamlessly integrate with your existing data stack.
Train any model
Highly flexible solution, to adapt to a wide variety of AI algorithms and models.
- Deep Neural Networks
- Linear Regression
- Support Vector Machines
- Decission Trees
- Logistic Regression
- K-Means
- Bayesian
- Mean Based Recommender
- LLMs
Use any framework
Fully framework agnostic, supporting among others: PyTorch, dmlc XGBoost, LightGB, Keras, scikit-learn and TensorFlow. Any custom model can be used in the platform.
With any data sources
Integrate and connect with common data lakes, files and data processors. Whether is on premise, cloud or hybrid we provide the tools for seamless configuration.
Datalakes: hadoop, databrickcs, Azure y snowflacke | Files: CSV, TIFF, JPG, PNG, MP4 & DICOM | NOSQL: mongoDB, neo4j, cassandra, DynamoDB & Apache HBASE | SQL: MySQL, PostgreSQL, Oracle Database, SQLite, mariaDB, SAP HANA, SQLServer
Sherpa.ai capabilities
Privacy-Preserving AI Solutions for Training, Fine-Tuning, analytics and inference across distributed data
Federated Learning
Collaborative AI Model Training
Train global AI models across data silos without centralizing data.
Federated LLM Fine-Tuning
Adapt pre-trained LLMs using decentralized, siloed data for domain-specific performance.
Federated RAG
Retrieve and generate answers from private, distributed data sources without moving the data.
Federated Inference
Run AI models at the edge, ensuring real-time predictions while keeping data local and secure.
Federated Analytics
Derive insights and trends from multiple datasets while preserving data privacy and ownership.
Getting started with Sherpa.ai
Sherpa.ai Federated Learning platform offers a plug & play solution that allows seamless deployment.
Deployment through a protected environment to ensure the data remains private.
Use our range of data loaders to connect to any data source, select a model to train and start seeing improvements within minutes.
