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IBM DataOps

   Organize your data to be trusted and business-ready for your Journey to AI
   Assess your AI journey 
   Book a consultation 
     * 01Overview
     * 02Capabilities
     * 03Client stories
     * 04Featured products
     * 05Resources


What is DataOps?

   DataOps (data operations) is the orchestration of people, processes, and technology to deliver trusted, business-ready data to data citizens, operations, applications and artificial intelligence (AI) fast. IBM DataOps (formerly known as Unified Governance and Integration) enables agile data collaboration, driving speed and scale of operations and analytics throughout the data lifecycle.

   IBM DataOps capabilities help create a business-ready analytics foundation by providing market-leading technology that works together with AI-enabled automation, infused governance, data protection, and a powerful knowledge catalog to operationalize continuous, high-quality data across the business. These capabilities help increase efficiency, data quality, findability and governing rules in order to provide a self-service data pipeline to the right people at the right time from any source.

   IBM Cloud Pak® for Data, an all-in-one cloud-native data and AI platform, enables you to take advantage of a broad set of DataOps capabilities and integrate them quickly into applications to accelerate innovation. From solutions that facilitate governing data lakes to application development to ensuring regulatory compliance, IBM DataOps quickly and responsibly puts increased performance and business innovation within reach because you know, trust and use your data.

   Read the DataOps ebook 

   IBM DataOps capabilities

   How to organize your data and make it more trusted and secure

Data governance

   Catalog, protect and govern all data types, trace data lineage, and manage data lakes.


Data integration

   Integrate, replicate and virtualize data in real time to meet data access and delivery needs fast across multiple clouds.


Master data management

   Get a single, trusted, 360-degree view of data and enable users to know their data.


Data quality

   Cleanse and manage data while making it available across your entire organization.


Data preparation

   Transform large amounts of raw data into quality, consumable information.


Data replication

   Provide real-time change data capture and synchronization to make data available fast.


Data cataloging

   Automate metadata and policy management, provide consistent definitions and enable self-service management of high-quality enterprise data.


Flagstar Bank

   Modernizing information architecture for business-ready data

   Watch the video (01:47) 


   Leading with data privacy to accelerate digital transformation

   Watch the video (01:07) 

Sonoma County

   Breaking down information barriers with IBM Master Data Management

   Watch the video (01:45) 

   Featured products

IBM Watson® Knowledge Catalog

   Activate data for AI, business operations and analytics with a modern data catalog designed for data scientists, data governance professionals and business analysts.


IBM InfoSphere DataStage®

   A highly scalable data integration tool for designing, developing and running jobs that move and transform data; can be deployed on IBM Cloud Pak for Data, IBM Cloud®, or on premises


IBM Cloud Pak for Data

   A flexible multicloud data platform that integrates all your data, whether on premises or on any cloud, while helping keep it more secure at its source



   Learn more about IBM DataOps

Interactive guide

   Illustrated squares forming platform with funnel, man, gears and monitor 

   Learn how IBM DataOps builds a scalable and agile data-driven culture through automation, data quality and governance.

   Launch the guide 

White paper

   Illustrated document 

   Implement DataOps to deliver a business-ready data pipeline.

   Explore the white paper 


   Illustration showing people ascending tile staircase 

   Organize your data to be AI-ready with IBM DataOps.

   View the infographic (1.2 MB) 


   Laptop screen showing webpage 

   IBM Cloud Pak for Data is ready to support IBM DataOps.

   Read the blog post 


   Illustrated monitor showing person icon 

   View the latest DataOps webinars on-demand.

   Explore the webinars 


   Tablet screen showing webpage 

   Fast delivery of trusted data pipelines to people, applications and analytics helps you to adapt more quickly to changing market conditions.

   Read the blog post 

   Engage an IBM DataOps expert

   Schedule a one-on-one consultation with experts who have worked with thousands of clients to build winning data, analytics and AI strategies.

   Book a consultation 

   Quick links


   Data modernization →
   IBM Cloud Pak for Data →
   IBM Cloud Pak for Data System →
   IBM Cloud Pak for Data: Services →
   IBM Storage Suite for IBM Cloud Paks →


   Hybrid data management →
   IBM Db2® →
   Database management →
   Data warehouse →
   Data lake →
   Storage for AI →


   IBM DataOps →
   Data integration →
   Data governance →
   Master data management →
   Data preparation →


   Data science and AI →
   Data science →
   Predictive analytics →
   Decision optimization →
   AI infrastructure →


   Put AI to work →
   IBM Watson® →
   IBM Watson AIOps →
   IBM Watson products and services →
   IBM Watson stories →

Journey to AI

   Accelerate your journey to AI →
   Data and AI →
   Artificial intelligence →
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