Build, optimize and govern data pipelines with AI agents across hybrid environments
Overview
Deliver trustworthy data faster with agentic data 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. With agentic data integration, interpret requests, generate pipeline plans and optimize and execute 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 integration
Unify batch and streaming integration
Simplify data movement across platforms
Become AI-ready
Access data without delays or back-and-forth. The agentic data integration capability automates 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
Moving from reactive to proactive data quality
With the data observability capabilities available in watsonx.data integration software, Autodesk Inc. reduced time to detect (MTTD) data-quality issues from days to minutes. They also lowered the mean time to resolve (MTTR) data issues from weeks to days.
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.