Power AI-ready pipelines with agentic data integration across hybrid environments
Overview
Your AI is only as reliable as the data feeding it
Most integration tools solve for one thing. Batch only. Cloud only. Structured data only. watsonx.data integration solves for all of it — structured and unstructured, batch and real-time, on-premises and cloud from one unified control plane with governance and observability embedded.
In the spotlight
Features
Your data, activated for AI
Describe the data you need in natural language. Automatically generate pipeline plans, validate and execute across any integration style, accelerating data delivery. Proactively detect and diagnose failures, reducing manual monitoring and remediation effort.
Automate ingestion and preparation of documents, text, and other unstructured data types to support analytics and AI workflows. watsonx.data integration processes unstructured content alongside structured sources from one unified control plane.
Ingest and process streaming data with low latency to power real-time decisions. watsonx.data integration builds resilient pipelines that scale across streams while protecting against schema changes and data drift.
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
Monitor pipeline health and detect data incidents early. Built-in observability 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.
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
Become AI-ready
Reduce data wait times from weeks to minutes. Agentic data integration automates data pipeline creation, monitoring, and optimization to deliver governed data faster, eliminating manual handoffs and delays.
Support both batch and real-time data integration, enabling you to choose the right processing approach for each use case and business need.
Some data cannot leave its jurisdiction. watsonx.data integration’s hybrid deployment and execution flexibility lets organizations with hybrid data estates process and deliver data in a compliant manner.
Move data from distributed sources including core systems such as Mainframe and SAP into modern data platforms and lakehouses, using robust connectors and flexible hybrid deployment options.
Case studies
Real clients, real results
Moving from reactive to proactive data quality
Autodesk Inc. reduced time to detect data quality issues from days to minutes with data observability capabilities in watsonx.data integration software.
1000+
DAGs actively monitored
Zero
Reduced detection time from weeks and days to zero
Resources
Explore further
Pricing
Flexible pricing
Start with what you need. Scale as you grow.
Whether you prefer fully managed SaaS or self-managed software, IBM offers deployment and pricing options designed for enterprise environments.
Ways to buy
