Oracle AI Database Private Agent Factory
Deploy governed AI agents where your enterprise data already lives. Build, test, and run private agents that use Oracle Database, enterprise documents, APIs, and approved models while keeping security, identity, and deployment control with your organization.
What it is
Private Agent Factory is a deployable platform for building, testing, governing, and operating AI agents across Oracle Database, enterprise content, APIs, and approved model providers.
Built for AI platform teams, database teams, security teams, AI centers of excellent, and business units that need private agents in production.
Deployment paths
Deploy in OCI, on-premises, or supported multicloud environments. Choose OCI Marketplace for a fast start, or download the package for environments where you need more control.
Move from AI pilot to governed production
Private agents near enterprise data
Build agents that work with Oracle Database, enterprise documents, approved repositories, APIs, and operational systems without unnecessary data movement.
Grounded answers with traceable sources
Use trusted knowledge sources, source-linked responses, and retrieval controls so business users can verify where answers came from.
Workflow automation across systems
Connect agents to Select AI, PL/SQL, REST APIs, OpenAPI services, and MCP tools to assist real business processes, not just answer questions.
No-code builder for business workflows
Give teams a visual canvas, reusable templates, live testing, and workflow nodes so they can design agent experiences with platform governance in place.
Governance built into the lifecycle
Use SSO, role management, tracing, evaluation, and observability to improve quality before agents move into production.
Model and deployment flexibility
Use supported model providers, import and export Agent Spec configurations, and deploy in OCI, on-premises, or other supported controlled environments.
Contract intelligence agent connected to ERP, contract management, purchase order, and invoice systems.
Help teams compare invoice details against contract terms, service scope, vendor records, spend limits, and exception policies. The result is faster review, better auditability, and stronger control before payment decisions are made.
Invoice review agent connected to ERP, integration services, and collaboration platforms.
Review high-volume billing and invoice data before cycles close. The agent can flag unusual amounts, missing information, unexpected customer or product combinations, and period-over-period deviations while human reviewers stay in control.
Research agent connected to structured data, runbooks, tickets, and enterprise knowledge.
Help operations teams investigate complex issues by searching approved knowledge sources, surfacing relevant evidence, and recommending next steps. Teams can shorten triage cycles while keeping experts responsible for final decisions.
How teams use Private Agent Factory
Create governed agent workflows
Agent Builder gives teams a no-code canvas for connecting models, enterprise knowledge, Oracle Database, Select AI, APIs, and MCP tools. Build, test, and reuse workflows with governance in place from the start.
Turn enterprise knowledge into trusted answers
Knowledge Agent delivers enterprise-ready RAG using trusted content from SharePoint, websites, file systems, Amazon S3-compatible sources, and other approved repositories. Answers are grounded in source-linked knowledge users can verify.
Analyze structured business data
Data Analysis Agent helps users explore Oracle Database tables, ask natural-language questions, understand results, and create visualizations with less manual work.
Synthesize complex research from enterprise files
Deep Data Research Agent helps teams investigate complex questions across shared files and enterprise documents. It retrieves relevant content, synthesizes findings, and produces cited answers.
Add reusable business context to Oracle Database
AI Enrichment helps teams add and manage annotations for Oracle Database objects, making business context easier to reuse, govern, and apply across agents and applications.
Why enterprises choose Oracle for private agents
Private Agent Factory is built for organizations that need AI agents to use sensitive enterprise data, pass security review, and operate in controlled environments.
Control data movement
Keep agents close to Oracle Database and approved enterprise sources instead of copying sensitive data into unmanaged AI tools.
Use systems you already run
Connect Oracle Database, documents, APIs, PL/SQL, MCP tools, and business applications so agents can work across real enterprise workflows.
Govern before production
Use SSO, role controls, grounded responses, traceable citations, masked tracing, and evaluation workflows before agents reach users.
Keep model choice open
Use supported model providers and reusable Agent Spec configurations while keeping platform teams in control of approved options.
Operationalize beyond demos
Support production adoption with testing, observability, export and import, tracing, optimized retrieval, and containerized deployment options.
Deploy on your terms
Run in OCI, on-premises, or other supported environments where privacy, residency, and operational requirements demand control.
What's new in 26.4
Accelerate enterprise AI
Help teams move faster with agents that can use enterprise knowledge, structured data, and reusable business context.
Key capabilities
- Deep Data Research Agent
- Amazon S3-compatible data source
- AI enrichment with annotations
- Select AI enhancements
Build intelligent business workflows
Connect agents to enterprise data, applications, and business processes with no-code workflow orchestration.
Key capabilities
- New Agent Builder nodes
- Knowledge Agent node
- PL/SQL tool node
- Slack webhook node
- Deterministic MCP node
Deploy with confidence
Move agents from pilot to production with monitoring, access controls, and operational visibility for enterprise teams.
Key capabilities
- Workflow export and import
- Agent workflow tracing
- Observability integrations
- Access and network controls
- Security and infrastructure improvements