Enterprise RAG for Oracle Databases
Connect RapidCore AI to your Oracle databases — on-premises or Oracle Cloud — and unlock natural language access to your structured data. No data egress. No compliance risk.
Your Oracle Data Is an Untapped Asset
Billions of rows of business-critical data sit locked in Oracle databases, invisible to your AI stack.
Data Locked in Silos
Oracle databases hold decades of structured business data, but there's no natural language interface — your teams can't ask questions, they can only run queries.
No AI Access to Structured Data
Generic RAG platforms are built for documents, not relational databases. Oracle's schema complexity, stored procedures, and views are left completely out of reach.
Compliance Constraints
Sending Oracle data to external AI APIs creates audit, residency, and sovereignty risks. Most enterprises can't afford to move sensitive data to the cloud.
How RapidCore Connects to Oracle
Three steps from your Oracle instance to production-ready natural language queries.
Connect
Point RapidCore at your Oracle instance via JDBC. We discover schemas, tables, views, and stored procedures automatically — on-prem or OCI.
Index
RapidCore indexes your structured data with schema-aware chunking, preserving metadata, relationships, and row-level security boundaries.
Query
Users ask questions in natural language. RapidCore retrieves the right rows, generates cited answers, and traces every response back to its source table.
One Platform, Two Deployment Models
RapidCore works identically whether your Oracle database is on-premises or in Oracle Cloud Infrastructure.
On-Premises Oracle
- Air-gapped deployment — no internet required
- Data never leaves your data center
- Compatible with Oracle 12c, 19c, 21c
- Works alongside existing Oracle security policies
- Self-hosted LLMs supported
Oracle Cloud (OCI)
- Native OCI integration with Autonomous Database
- In-region processing for data residency compliance
- OCI Object Storage connector included
- Scales with your OCI compute resources
- Cloud-based or self-hosted LLMs
Built for Oracle Enterprise Requirements
Zero Data Egress
RapidCore runs inside your infrastructure. Oracle data is indexed and retrieved locally — never sent to external AI providers.
Row-Level Security
RapidCore respects Oracle's existing access controls. Users only retrieve data they're authorized to see, enforced at the retrieval layer.
Cited Answers
Every AI-generated response is traced back to its source table, row, or column. No hallucinations about your data.
LLM Flexibility
Use any LLM — GPT-4, Claude, Gemini, or a self-hosted open-source model. RapidCore is not tied to any single AI provider.
Ready to Unlock Your Oracle Data?
Book a personalized demo and see RapidCore AI connect to your Oracle database in minutes.