Nexsets: Building Blocks for Modern Data

Automated, Logical Data Containerization for DataOps

Turn raw data into usable data with Nexsets

Nexsets are logical entities encapsulating a complete understanding of data, not just copies of data. Nexsets abstract data heterogeneity so  users have a consistent interface regardless of the schema, format, and velocity of data.

Raw data – organized, validated, ready-to-use

Simply provide data credentials to automatically get Nexsets. Neatly organized with schema, samples, descriptions, annotations, ratings, and more, these organized data containers help you easily find data, share Nexsets, apply validations, and benefit from automated error management.

Powered by Continuous Intelligence

Nexsets are auto-generated by a continuous intelligence process that analyzes data at record-level. The resulting data characteristics and metadata provide a logical view that abstracts the underlying heterogeneity of data and provides a consistent interface to data regardless of source, format, and velocity.

Data Organized by Schema

Nexsets are not a copy of data but a way to look at data organized by schema. Continuous intelligence means the schema is continuously updated and automatically versioned in Nexla, providing you with current and relevant data.

Collaboration: Making Data Usable by Everyone

Nexsets provide a collaboration foundation that creates a consistent interface for everyone who works with your data. This means the same Nexset or a derivative Nexset can be used by teams working in data science, business operations, data engineering, data governance, or any other use case.

Data Sharing

Nexsets are shareable. Much like a Google Doc, multiple users and stakeholders can now collaborate on data. Sharing is enabled between individuals, teams, and also across organizations, making data sharing a snap.

Learn more about Data Sharing and Exchange in this ebook.

Schema-free Operations on Data

Nexsets abstract data from its source format, whether the source data comes in as CSV, JSON, XML, Parquet, a document, or an image attached to an email. Users can now integrate, prepare, engineer, and serve the data regardless of its source format. Converting data from one format to another, or combining heterogeneous data from various sources is simple for any user.

Create New Nexsets in Minutes

Nexsets are auto-generated from the source when credentials are provided. Nexla’s no-code UI and low-code Python and Javascript code snippets make it easy to transform, filter, and join Nexsets to create new Nexsets.

 Nexset + Operations(Transform, Filter, Join, etc.) = New Nexset

Every Nexset provides the same powerful interface for everyone to access validations, error management, sharing, and much more.

Nexsets Power Data and API Integrations

Point Nexsets to an API, a database, a data warehouse, a stream, or a file-store and automatically get no-code integrations with format conversion, scheduling, data validation, and complete data operations. You can also go power user mode yourself or invite an engineer to use Nexla APIs or Nexla CLI (command-line interface) to export, import, migrate, and replicate these pipelines with full flexibility.

Nexsets: Building Blocks for Modern Data

Request a demo to see Nexsets in action