Oracle GoldenGate team is excited to announce 2 new certifications for open lakehouse architectures:

  • Oracle GoldenGate for Oracle Autonomous AI Lakehouse
  • Oracle GoldenGate for Oracle AI Data Platform

Combine Oracle GoldenGate’s real-time CDC with your open lakehouse to stream trusted, consistent data into AI and machine learning pipelines—reducing data latency from hours to seconds and accelerating model iteration.

 

Oracle GoldenGate for Open Lakehouse

Build an open lakehouse with Oracle

Oracle provides a comprehensive foundation for open lakehouse architectures, with native support for Apache Iceberg and Delta table formats and the flexibility to operate across multicloud environments. 
Oracle Autonomous AI Lakehouse combines Oracle Autonomous AI Database with Apache Iceberg to break down analytic silos, delivering an open, interoperable data platform that accelerates AI solution delivery on OCI, AWS, Microsoft Azure, and Google Cloud. Oracle Autonomous AI Lakehouse includes a native Iceberg catalog for OCI-hosted tables and interoperates with external catalogs—such as Databricks Unity Catalog, AWS Glue, and Snowflake Polaris—to access Iceberg tables across clouds without data movement.

Oracle AI Data Platform is a Spark-based analytics platform that simplifies cataloging, ingesting, and analyzing data for data teams. Oracle AI Data Platform supports Delta and Delta Uniform on OCI and integrates directly with Oracle Autonomous AI Database, enabling zero-copy sharing and interoperability across engines that support Delta Uniform. Oracle AI Data Platform provides the framework to build governed, repeatable data pipelines that power AI and machine learning workflows.

Why Oracle GoldenGate is critical for open lakehouse workloads

Oracle GoldenGate delivers real-time integration at scale using log-based change data capture (CDC) to minimize source-system overhead. It provides exactly-once delivery semantics, handles schema evolution, and performs idempotent writes to Apache Iceberg and Delta targets—ensuring consistent, reliable data for AI and machine learning.

With broad technology coverage, Oracle GoldenGate continuously streams data into Oracle Autonomous AI Lakehouse and Oracle AI Data Platform from relational databases, document and NoSQL stores, streaming platforms, vector sources, and SaaS applications. This real-time pipeline makes live information immediately actionable for AI model training and inference.

GoldenGate also provides the enterprise controls teams expect: built-in monitoring and lag metrics, integration with OCI Logging and Monitoring for operational SLAs, and robust security with role-based access control and encryption in transit and at rest.

From Real-Time Data to Real-Time AI Insights

By pairing AI and machine learning with real-time data, organizations can build intelligent applications that act on fresh signals—not yesterday’s batches. Oracle GoldenGate streams consistent, low-latency data into Oracle Autonomous AI Lakehouse and Oracle AI Data Platform, enabling a shift from historical reporting to predictive and adaptive decision-making.

  • AI-driven fraud detection: Continuously stream transactions to models for anomaly detection and instant policy actions, reducing false positives and chargebacks.
  • Personalized customer experiences: Unify clickstream, catalog, and order data to refresh recommendations in-session and increase conversion rates.
  • Predictive maintenance: Correlate sensor and telemetry data to predict failures earlier, cut unplanned downtime, and optimize parts inventory.

Why Oracle GoldenGate is the best tool to bring data to Oracle Autonomous AI Lakehouse and Oracle AI Data Platform

Oracle GoldenGate is natively integrated with Oracle Autonomous AI Lakehouse and Oracle AI Data Platform to deliver high-performance, reliable, and secure data to AI and machine learning models. Key advantages include:

  1. Broadest source technology coverage: Oracle GoldenGate supports databases (Oracle and Non-Oracle), document and NoSQL stores (such as MongoDB, Amazon DocumentDB, Apache Cassandra, Oracle NoSQL), streaming platforms (such as Confluent, Apache Kafka, OCI Streaming and others) and SaaS applications. Oracle GoldenGate works best with Oracle packaged applications like Cerner, Primavera, PeopleSoft, Siebel, and many SaaS applications (Fusion ERP, OTM, Retail, etc.) running in OCI. It is the only logical replication product certified for Oracle E-Business Suite.
  2. Trust, Stability and Maturity: Oracle GoldenGate is the most secure, stable, performant, and reliable CDC/replication solution for Oracle Autonomous AI Lakehouse and Oracle AI Data Platform. Oracle GoldenGate has a native integration with Oracle Clusterware for node resilience, ACFS and DBFS storage for disaster recovery, and is certified with many third party cloud HA/DR solution (AWS EFS OneRegion, Google Cloud Hyperdisk, Azure Site Recovery) for resiliency in the cloud.
  3. Highest performance: Oracle GoldenGate supports high volume data replication with minimal impact on the source systems. Users can run their initial data loads with table instantiation and synchronize it with real-time data using Oracle GoldenGate.
  4. Widest range of deployment options: Users can deploy Oracle GoldenGate in their on-prem data center, on third party cloud or use it as an Oracle managed service on OCI or on 3rd party cloud.  Oracle GoldenGate can also run as a mesh for larger enterprises, distributed environments, or multicloud replication projects.

Get started with Oracle GoldenGate for open lakehouse replication

Configure Oracle GoldenGate to support your preferred open lakehouse architecture:

More resources:

Conclusion:

Oracle GoldenGate delivers trusted, real-time data to Oracle Autonomous AI Lakehouse and Oracle AI Data Platform so your AI and machine learning workloads always operate on the freshest information. The result: faster decisions, smarter predictions, and measurable business impact.