Build, optimize and govern data pipelines with AI agents across hybrid environments
Overview
Deliver trustworthy data faster with agentic AI integration
Growing data volumes and fragmented tools create backlogs while business users wait days for data. IBM® watsonx.data® integration software uses AI agents to help teams design, optimize and execute workflows across hybrid environments—no more waiting.
In the spotlight
Features
Your data, activated for AI
Design batch pipelines once and run them anywhere—on prem, in the cloud or across hybrid environments. Watsonx.data integration delivers high-performance ETL and ELT pipelines with flexible authoring and built-in reliability.
Ingest and process streaming data in real time with low latency to power real-time decisions. Watsonx.data integration helps you build resilient pipelines that scale across streams while protecting against schema changes and data drift.
Transform unstructured data into AI-ready pipelines. Watsonx.data integration automates ingestion and preparation of documents, text and other data types to support analytics and AI workflows.
Monitor pipeline health and detect data incidents early. Observability built into watsonx.data integration alerts teams to anomalies, supports root cause analysis and helps ensure reliable, trusted data delivery.
Synchronize data across systems with low-latency replication. Watsonx.data integration captures and delivers only required changes, helping ensure continuous operations and up-to-date applications.
Use natural language to request the data you need. The data engineering agent interprets requests, generates pipeline plans and optimizes and executes workloads across any integration style such as batch and streaming while maintaining governance and control.
See watsonx.data integration in action
Discover how IBM watsonx.data integration helps organizations streamline complex data estates, eliminate data silos, reduce rising workload costs and support hybrid cloud deployments—all while maximizing ROI from existing data investments.
Use cases
Accelerate data delivery with agentic data engineering
Unify batch and streaming integration
Simplify data movement across platforms
Become AI-ready
Access data without delays or back-and-forth. Data engineering agents automate pipeline creation and execution, delivering timely, reliable data ready for analysis and decision-making.
Support both batch and real-time data integration, enabling you to choose the right processing approach for each use case and business need.
Move data from distributed sources into modern data platforms and lakehouses with ease, using robust connectors and flexible hybrid deployment options.
Case studies
Real clients, real results
Transforming data into insight
IBM Chief Data Office (CDO) spends 85% less time manually monitoring and troubleshooting by using the data observability capabilities in watsonx.data integration software while also spending 93% less time creating daily health reports for all data objects.
Pricing
Explore pricing
Watsonx.data integration offers flexible pricing and deployment options to meet the needs of your organization—no matter what size. Choose self-managed software or a fully managed SaaS experience. Self-managed software is available through subscription or perpetual licenses while fully managed SaaS is available by a subscription.