End-to-End Real-Time Data Processing on OCI
Oracle has partnered with DeltaStream to provide an end-to-end data processing pipeline using OCI Streaming with Apache Kafka and DeltaStream Flink. Connect your OCI Kafka topics, write SQL, and get enriched results flowing to your downstream systems in minutes.
From Raw OCI Kafka Topics
to Live Data Products
If you already have events flowing into OCI Streaming with Apache Kafka, you are ready to go. DeltaStream connects to your cluster, lets you explore and query live topics with SQL, and publishes enriched results back as new OCI Kafka topics or into any downstream cloud data warehouse, data lake, or RDBMS.
What You Can Build
Common patterns OCI customers put into production with DeltaStream,
from real-time pipelines to AI-ready data streams. Each one unlocks
capabilities that batch processing simply cannot deliver.
Core use case
Managed Flink replacement
Core use caseOracle and DeltaStream together deliver a complete pipeline: OCI Streaming with Apache Kafka as the event backbone, and DeltaStream Flink as the fully managed processing layer. Write SQL, deploy instantly, and let DeltaStream handle the infrastructure inside your OCI tenancy.
Real-time observability and AI agents
Correlate OCI audit logs, function invocations, and API Gateway traces into a continuously enriched, always-current view. Expose those streams to AI agents via DeltaStream's built-in MCP server for live operational context, not stale snapshots.
Near-real-time data warehouse ingest
Deliver processed OCI events to your analytics platform of choice in near real time, removing batch latency for teams who need to act on current data.
Fraud and anomaly detection
Detect suspicious patterns across event sequences the moment they occur. Flag a transaction, trigger an alert, or block an action before it completes, something batch processing can never do.
Event-driven pipeline unification
Join live OCI Kafka topics with change events from relational databases in a single continuous SQL query. Unify operational and transactional data in motion, without custom code or complex ETL.
1s
Query a billion events in under a second. Operational dashboards that update as events arrive, no pre-aggregation, no waiting.
Real Time
Detect fraud, anomalies, or policy violations before the action completes. Act on what is happening now, not what happened an hour ago.
SQL
Write a SQL query. Get a continuously running pipeline. No Java, no cluster management, no Flink expertise required, just results.
Documentation, Demos, and Guides
Everything you need to evaluate, demo, or deploy DeltaStream on OCI.
Real-Time Data Transformation on OCI Streaming with Apache Kafka and DeltaStream
The essential read. Walks through connecting DeltaStream to OCI Streaming with Apache Kafka and running continuous SQL transformations in minutes
Your OCI Logging Data Is Real-Time AI Agent Ready
The architectural blueprint. Learn how to bridge the gap between raw logs and real-time answers by transforming OCI data into an active context engine
Configure DeltaStream as Private SaaS on OCI (BYOC)
Step-by-step guide to deploying DeltaStream inside your OCI tenancy using the Bring Your Own Cloud model
DeltaStream on OCI: SA Enablement Brief
Everything you need to evaluate, demo, or deploy DeltaStream on OCI
DeltaStream on OCI: Product Demo
End-to-end walkthrough: connecting to OCI Streaming with Apache Kafka, writing SQL transformations, publishing results
DeltaStream for OCI Logging Agents
Reference architecture for streaming and correlating OCI logs via DeltaStream to power real-time, context-aware AI agents
OCI Logging Agent: Reference Implementation
Connector Hub config, DeltaStream SQL, MCP setup, and agent definition
How to Answer Common Customer Questions
What about Flink on OCI?
DeltaStream Flink is the answer: a fully managed Flink processing layer that runs inside the customer's OCI tenancy, connected natively to OCI Streaming with Apache Kafka. No cluster to provision, no infrastructure to operate.
Does data leave our tenancy?
No. DeltaStream's processing runs on an OKE cluster inside the customer's tenancy. The data plane is entirely the customer's.
How long does setup take?
Initial provisioning takes 1 to 2 hours via Terraform. Connecting OCI Streaming with Apache Kafka takes about 2 minutes. First SQL query with live results takes a few minutes after that.
What about AI agents?
DeltaStream includes a built-in MCP server. Materialized views over OCI Streaming data can be exposed as agent tools, giving agents live operational context rather than static API snapshots.
Talk to Us About Your Use Case
Request a trial, POC, or conversation
This form goes directly to the DeltaStream OCI team at [email protected]. We typically respond within one business day.
