Data Preparation.

Easy, quick, and foolproof data preparation and pipelining, to any data lake or data warehouse

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Take the grunt work out of data science

Preparing and deliver clean, complete, and enriched data for immediate use.

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Benefit from a complete set of data preparation tools

Integrate, transform, cleanse, enrich, anonymize, and deliver your data – however and whenever required.

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Ensure data integrity using a patented entity-based approach

Ensure your data is always complete, clean, connected, governed, and up to date – with data products.

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Productize data preparation flows for your data teams

Build, certify, and package automated data preparation flows for your data-consuming teams.


Rich set of data orchestration capabilities


K2View Data Preparation makes it easy to connect to any data, from any source, and then transform, enrich, enhance, format, mask, and cleanse it – without writing any code.

It makes use of an intuitive graphical tool to design data movement, transformation, and business-flow orchestration.

With a powerful user interface for creating and debugging data preparation flows, it also provides a high-performance execution engine employed wherever data movement and data orchestration are needed.

Data product for data preparation

Data integrity by design

Data product for data preparation

K2View takes a data product approach to data preparation.

A data product delivers a complete dataset for a specific business entity – such as a customer, vendor, or store – to any target data store, such as Snowflake, Google BigQuery, or Amazon Redshift. Complete, clean, and compliant data can be delivered in batch (bulk) or in real-time.

The data for each data product instance (say, a specific customer) is organized and managed in its own unique, individually encrypted Micro-Database™ – one per customer.

The K2View Data Product Platform supports data preparation for both operational and analytical workloads, and can be deployed in a data mesh or data fabric architecture – on premises, in the cloud (iPaaS), or across hybrid environments.

Data Preparation

In-flight data preparation

Data Preparation

As opposed to traditional batch processes, such as ETL and ELT, K2View Data Preparation continuously ingests data changes (deltas) in real time from all source systems, and then unifies, masks, and enriches it, in flight. Finally, it pipelines the data to the destination data store.

It supports reverse ETL, to operationalize insights from the DWHs and data lakes.

Since the data is continually collected and processed by business entity, it can also be delivered to your operational systems simultaneously, to support Customer 360, Data Migration, Operational Intelligence, Legacy Application Modernization, Data Tokenization, Test Data Management, and other operational use cases.

K2View Data Preparation Flow

Accelerated time to insights with automated data preparation

K2View Data Preparation Flow

Data engineers use K2View data pipelining to configure and automatically apply data cleansing, transformation, enrichment, data anonymization, and other functionality crucial to high-quality data preparation and delivery.

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Data catalog, rollbacks, and versioning

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A data catalog visually describes how a data product is constructed, with its data schema and lineage to source systems. It also presents data product usage and performance metrics.

Data scientists can roll back to previous versions of prepared data, and access any historical iteration of the data, on demand, at the click of a button.

K2View Data Preparation key features

  • Collects, prepares, and serves data, by business entity
  • Ingests and unifies data from all sources, while ensuring data integrity
  • Discovers and models data structure and lineage, with an automated data catalog
  • Updates data lakes in real time, on demand, or via a schedule
  • Transforms, cleans, enriches, and masks data, on the fly
  • Encrypts data from source until destination systems
  • Automates and productizes data preparation flows
  • Complements “last-mile data prep” tools (e.g., Trifacta, Alteryx, etc.)

K2View data preparation tools 

Provide data engineers with all they need to deliver fresh, complete, and trusted data for analytics.

Test drive it today.

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