Data Enrichment

The need to update and optimize your data by using tools and/or modules is an essential stage of any data quality process. To augment your data enrichment efforts, it is imperative to have a platform that takes advantage of other internal and external sources to achieve continuous data updates.

Overview

In this ever-mobile environment where the only constant is change, having a versatile date quality solution that can take advantage of applicable data streams for updating your data is a must have.

With our platform, you can connect any authoritative external or internal data enrichment tool with DQLabs using easy to configure APIs to augment your efforts by cross comparing and updating data such as addresses, phone numbers, email addresses, missing values and more. Take advantage of numerous external data sources such as credit databases to keep you data up to date.

Data Enrichment Features

Leverage DQLabs Data Quality to improve your data enrichment process by connecting to any unlimited number of internal or external tools or data sources with our smart native connectors in seconds.

Trace Date To The Source

Build trust in data-driven business outcomes by automating the process of data lineage by using DQLabs to trace data from the data source to data consumption. Understand where data originated from as well as what source provided subsequent updates to assure confidence in the soundness of your data and process.

Data Lineage Extraction

Use DQLabs to use automation and its powerful semantic capabilities to harvest across multiple sources a data map giving users a complete, clear, and comprehensive understanding of all data flows, data sources, transformations, and dependencies. Build your data enrichment process with confidence.

Native Connectors

With DQLabs you can seamlessly connect to an unlimited amount of data sources in all shapes and forms and from any location. Our native connectors are easy to configure, even by non-technical users, and they allow you to connect to all forms of data streams (structured, unstructured, or streaming) in a matter of seconds, all out of the box.

Out-of-the-box Data Quality Measurement

Leverage DQLabs to scan various types of data sources and data sets in real-time and generate a trustable DQScore™ with the ability to enrich your data over time. You can measure your Data Quality Score (DQScore™) for all of your datasets, data sources, or attributes within the platform, assessed by an AI-augmented automated profiler to know the true value of your organization’s data assets.

Monitor Drift and Behavior Analysis

DQLabs not only allows you to enrich your data but also indicates what data and when to do so. DQLabs’ process of semantic discovery allows you to focus on all your data without any handwritten rules or manual efforts. Monitor with benchmarking, trend forecasting, and actionable alerts to cover a wide variety of use cases such as data pipeline monitoring, source to target checks, schema or data level deviations or abnormalities.

Data Enrichment

Use DQLabs data enrichment features to update your data on a consistent and repeatable basis while reducing the need for arduous manual processes and intervention. Optimize your DA process by using DQLabs data enrichment to

  • Allow users to continuously monitor data quality with auto-thresholds, benchmarking, and actionable alerts to manage the need for data enrichment
  • Improve your teams understanding and process for data enrichment based on data classification rules and principals
  • Implement a continuous and consistent data enrichment process with the benefit of ML assisted data Search and Querying
  • Get continuous DQ drift monitoring across your entire data spectrum by defining 14 types of smart anomaly detections with actionable alerts and notifications
  • Implement an automated attribute search using data quality scores

Best Practices

See what DQLabs can do

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