Unified Semantic Data Layer
End-to-end private and federated lifecycle
DataFleets is the trusted platform for transformation, feature engineering, entity resolution, SQL, and machine learning.
diverse analytics framework support
DataFleets is composed of lightweight Python and SQL APIs that let you use familiar tools, such as TensorFlow, Keras, Spark, and Beam.
flexible data source integrations, such as:
Future-Proofed Privacy
Privacy Protection
Implement privacy controls using code instead of complex manual processes.
Data Classification
We partner with best-in-class data classification tools, so we automatically flag your PII, PCI, PHI and other sensitive data.
nobody sees pii
To protect privacy, you don’t see row-level plaintext data in DataFleets. Instead, you see a dataset’s schema, notes and comments, summary statistics, and representative synthetic data.
nothing moves
Analytics are in-place and no raw data moves, fulfilling data residency requirements.
Enterprise Admin and Governance
Privacy
Access all your models in a centralized administration platform for reuse, reproducibility, and compliant governance.
logs and auditing
DataFleets logs all activity for auditing and privacy assurance.
flexible identity access management
Control user access by plugging into existing systems, such as Active Directory or OAuth systems, or use DataFleets’ built-in OPA-based access control.
Performance and Pace
high Analytics quality
Observe near-perfect preservation of analytics quality, despite privacy manipulations.
petabyte scale
Scale to enterprise data loads and across thousands of data silos. Observe effectively no slowdown beyond the thin overhead common to any distributed system.
diverse model support
Linear, neural net, and tree-based models.
ready for your infrastructure
Full support of AWS, GCP, Azure, hybrid cloud, multi cloud, and on-premise.
works with any data
Structured, semi-structured, and unstructured data.
