DataFleets


What is DataFleets?

"The world's first cloud platform for unified and privacy-preserving enterprise data analytics powered by Federated Learning."

“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?


DataFleets scored 67/100 in the Machine Learning category. This is based on press buzz (28/100), recent user trends (falling), and other relevant information on DataFleets gathered from around the web.

The score for this software has improved over the past month. What is this?

  • DataFleets

DataFleets Product Overview

  • Multi-cloud and Hybrid-cloud deployment

  • Scalable to petabyte levels

  • 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

  • Easily deploy Federated Learning, Differential Privacy, SMPC, and Homomorphic Encryption

  • 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


Languages: English

DataFleets Features

  • 2-Factor Authentication
  • A/B Testing
  • Analytics
  • API
  • Big Data
  • Calendar Management
  • Contact Management
  • Dashboard
  • Data Export
  • Data Import
  • Data Mining
  • Data Visualization
  • External Integrations
  • Forecasting
  • Keyword Tracking
  • Multi-User
  • Notifications
  • Scheduling
  • SEO
  • SAP Integration
  • Sentiment Analysis
  • Cloud Deployment
  • Local Deployment
  • Optimized Search Processing

DataFleets FAQs

Does DataFleets offer an API?

Yes

What is DataFleets generally used for?

Unified analytics including PII / private data and overcoming data fragmentation from cloud migration, data localization, 3rd party data, and IoT / mobile

Does DataFleets offer guides, tutorials and or customer support?

Yes

What are some applications DataFleets is commonly used in tandem with?

Apache Spark, Snowflake, H2O.ai, Presto

What platforms does DataFleets support?

AWS, GCP, Azure, Alibaba Cloud

Does DataFleets offer multi-user capability (e.g. teams)?

Yes

Who are the main user groups of DataFleets?

Chief Data and Analytics Officers, Machine Learning Engineers, Data Engineers, Architects, DevOps

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