---
title: DataFleets - Federated Learning and SQL Reviews
meta_title: 'DataFleets - Federated Learning and SQL Reviews 2026: Details, Pricing,
  & Features | G2'
meta_description: Filter reviews by the users' company size, role or industry to find
  out how DataFleets - Federated Learning and SQL works for a business like yours.
date_modified: '2024-10-06'
parent_category:
  name: Big Data
  url: https://www.g2.com/categories/big-data
---

# DataFleets - Federated Learning and SQL Reviews
**Vendor:** DataFleets  
**Category:** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)
## About DataFleets - Federated Learning and SQL
“Creating machine learning models that learn across all of our customers without aggregating any data. Now that’s a killer app.” - Lead Data Scientist at a Fortune 500 Company Introducing DataFleets. The world's first cloud platform for unified and privacy-preserving enterprise data analytics powered by Federated Learning. It's never been easier to securely bridge data silos and create new data-driven products with strong network effects. DataFleets allows data teams to ship their analytics out to data, wherever it resides, analyzing it compliantly (e.g., GDPR, CCPA) with game-changing results: 10x available data and 10x speed in accessing it. Offering enterprise-ready, cloud-agnostic analytics with unparalleled performance DataFleets' tech has first-class support for a full suite of data science and machine learning tools, allowing no change in workflow and unparalleled performance. Our flexible and open-source technology makes it easy to deploy Privacy Enhancing Technologies (PETs) such as federated learning, differential privacy, secure multi-party computation, homomorphic encryption, and attack-based privacy evaluation. You'll never need lossy data masking or tokenization again. Our integrations and partnerships span Apache Spark, Apache Arrow, Tensorflow, Keras, Scikit Learn, H20.ai, PySyft, PyTorch, Kubernetes, Amazon Web Services (AWS), Google Cloud (GCP), Alibaba Cloud, and NVIDIA. We offer first-class support for Microsoft Azure and Microsoft WhiteNoise differential privacy platform. Measurably improve your data security, privacy, and compliance DataFleets provides robust and auditable security and privacy guarantees approved by regulators. We uphold three best-practice principles: No data ever moves from its original and secure location No row-level data is ever exposed to an analyst All analytics results are anonymized to best-in-class standards like GDPR, CCPA, and HIPAA Ready to accelerate your data teams' agility and speed? Learn more at www.datafleets.com






- [View DataFleets - Federated Learning and SQL pricing details and edition comparison](https://www.g2.com/products/datafleets-federated-learning-and-sql/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-23+15%3A47%3A30+-0500&secure%5Bsession_id%5D=b79741fd-44c4-4b18-9b54-30b8889d8757&secure%5Btoken%5D=81eba07d92bd89554e48aa44b05a196218f2ddc5bb02cb81365dd740f7bbd2e0&format=llm_user)

## DataFleets - Federated Learning and SQL Features
**Data Management**
- Data Integration
- Data Compression
- Data Quality
- Built-In Data Analytics
- In-Database Machine Learning
- Data Lake Analytics

**Database**
- Real-Time Data Collection
- Data Distribution
- Data Lake

**Integration**
- AI/ ML Integration
- BI Tool Integration
- Data lake Integration

**Integrations**
- Hadoop Integration
- Spark Integration

**Deployment**
- On-Premise
- Cloud

**Platform**
- Machine Scaling
- Data Preparation
- Spark Integration

**Performance **
- Scalability

**Processing**
- Cloud Processing
- Workload Processing

**Security**
- Data Governance
- Data Security

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

**Platform**
- Mobile User Support
- Customization 
- User, Role, and Access Management
- Internationalization
- Sandbox / Test Environments
- Performance and Reliability
- Breadth of Partner Applications

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