---
title: How to Connect OpenAI Agent Builder to Your Internal Databases with DreamFactory
description: Securely connect OpenAI Agent Builder to your internal databases with DreamFactory—no exposed credentials, instant REST APIs, and full control.
image: https://blog.dreamfactory.com/hubfs/agent%20builder.png
---

[![DreamFactory logo](https://cdn.prod.website-files.com/64ed8da8a866be7a702fbae0/68d51994d3678214b54acb60_dreamfactory-navbar-logo.svg)](https://www.dreamfactory.com/)

 Products & Services

[AI Data Gateway](https://www.dreamfactory.com/ai-data-gateway/overview)

[Overview Why DreamFactory exists](https://www.dreamfactory.com/ai-data-gateway/overview) [Data Gov, Comp, Security Policy enforcement at the API layer](https://www.dreamfactory.com/ai-data-gateway/ai-data-governance) [Standard API Layer One contract for every backend](https://www.dreamfactory.com/ai-data-gateway/standard-api-layer) [API Gateway Functionality Routing, auth, rate limits, observability](https://www.dreamfactory.com/ai-data-gateway/api-gateway-functionality) [Deployment & Integration Self-hosted, cloud, hybrid](https://www.dreamfactory.com/ai-data-gateway/on-premise-deployment-and-integration) [Developer Productivity Auto-generated, never hand-coded](https://www.dreamfactory.com/ai-data-gateway/ai-development-accelerated) [AI App Architectures Patterns for RAG, agents, MCP](https://www.dreamfactory.com/ai-data-gateway/enterprise-ai-architectures)

AI Data Models

[AIOpenAI](https://www.dreamfactory.com/use-cases/openai) [GGoogle Gemini](https://www.dreamfactory.com/use-cases/google-gemini) [CAnthropic Claude](https://www.dreamfactory.com/use-cases/anthropic-claude-landing) [LMeta Llama](https://www.dreamfactory.com/use-cases/meta-llama) [MMistral AI](https://www.dreamfactory.com/use-cases/mistral) [CoCohere](https://www.dreamfactory.com/use-cases/cohere)

Services and support

[Quickstart Service Packages Expert-led Quickstarts to production](https://www.dreamfactory.com/services-and-support/quickstart-services-packages)

API Management

[Generate & Manage REST APIs From any database, in seconds](https://www.dreamfactory.com/api-management/generate-rest-apis) [Features Security, scripting, self-hosted & more](https://www.dreamfactory.com/api-management/features) [API Generation The complete guide to auto-generated APIs](https://blog.dreamfactory.com/a-complete-guide-to-api-generation) [API Management Concepts, tools, and best practises](https://blog.dreamfactory.com/what-is-api-management-a-brief-overview-of-api-management-concepts-and-tools?_gl=1*jl0njh*_gcl_au*MjQzMjgwMTc3LjE3ODIzMjI3MzY)

 Use Cases

AI Use Cases

[AI Data Access Secure, governed reads for your LLMs](https://www.dreamfactory.com/use-cases/ai-data-access) [MCP Server Drop-in Model Context Protocol](https://www.dreamfactory.com/use-cases/mcp-server) [Legacy Modernization Wrap mainframes with REST](https://www.dreamfactory.com/use-cases/legacy-modernization) [Data Governance Audit every call, enforce every policy](https://www.dreamfactory.com/use-cases/data-governance)

[Customer Case Studies](https://www.dreamfactory.com/case-studies)

[Energy Modernization](https://www.dreamfactory.com/case-studies/energy-snowflake-modernization) [Government Modernization](https://www.dreamfactory.com/case-studies/government-mainframe-oracle-modernization) [Government Business Intelligence](https://www.dreamfactory.com/case-studies/government-sql-server-bi-analyst-queries) [Manufacturing Modernization](https://www.dreamfactory.com/case-studies/steel-manufacturing-sap-erp-modernization) [Financial Services Investor Portal](https://www.dreamfactory.com/case-studies/financial-services-sql-server-investor-portal) [Non-Profit Partner Data Sharing](https://www.dreamfactory.com/case-studies/non-profit-sql-server-partner-data-sharing) [Professional Services Exec Dashboards](https://www.dreamfactory.com/case-studies/professional-services-erp-dashboards) [Education HR and External Data Sharing](https://www.dreamfactory.com/case-studies/education-student-hr-sql-server-mysql-external-data-sharing)

 Industries

Industries

#### [Healthcare HIPAA-grade APIs across EHR, claims, and labs.](https://www.dreamfactory.com/use-cases/healthcare)

#### [Financial Services Portfolios, partners, and portals on one layer.](https://www.dreamfactory.com/use-cases/financial-services)

#### [Government Modernize mainframes without re-platforming.](https://www.dreamfactory.com/use-cases/government)

#### [Manufacturing SAP, MES, and shop-floor data, governed.](https://www.dreamfactory.com/use-cases/manufacturing)

#### [Spotlight How enterprises run on DreamFactory From healthcare to energy to finance — governance baked into every endpoint. Browse case studies →](https://www.dreamfactory.com/case-studies)

 Connectors

SQL Database

[SQL SQL Server](https://www.dreamfactory.com/connectors/sql-server) [OR Oracle](https://www.dreamfactory.com/connectors/oracle) [PG PostgreSQL](https://www.dreamfactory.com/connectors/postgresql) [My MySQL](https://www.dreamfactory.com/connectors/mysql)

NoSQL & Docs

[Dy DynamoDB](https://www.dreamfactory.com/connectors/dynamodb) [Do DocumentDB](https://www.dreamfactory.com/connectors/azure-documentdb) [Mo MongoDB](https://www.dreamfactory.com/connectors/mongodb) [Cb CouchDB](https://www.dreamfactory.com/connectors/couch-db)

Cloud Warehouses

[S3 S3](https://www.dreamfactory.com/connectors/amazon-s3) [Ab Azureblob](https://www.dreamfactory.com/connectors/azure-blob) [FS FTP/SFTP](https://www.dreamfactory.com/connectors/ftp-sftp) [LS Local Storage](https://www.dreamfactory.com/connectors/local-storage)

C & SaaS

[Sf Salesforce](https://www.dreamfactory.com/connectors/salesforce) [API REST / SOAP](https://www.dreamfactory.com/connectors/soap-to-rest)

[See all 30+ connectors](https://www.dreamfactory.com/connectors)

[Blog](https://blog.dreamfactory.com/)

[FREE 30 Minute Demo](https://www.dreamfactory.com/demo)

[![DreamFactory logo](https://cdn.prod.website-files.com/64ed8da8a866be7a702fbae0/68d51994d3678214b54acb60_dreamfactory-navbar-logo.svg)](https://www.dreamfactory.com/)

![hamburger](https://blog.dreamfactory.com/hubfs/raw_assets/public/dreamfactory/images/megamenu/menu-hamburger.svg) ![close](https://blog.dreamfactory.com/hubfs/raw_assets/public/dreamfactory/images/megamenu/close-menu.svg)

 Back to main menu

 Products & Services

 Use Cases

 Industries

 Connectors

[Blog](https://blog.dreamfactory.com/)

[FREE 30 Minute Demo](https://www.dreamfactory.com/demo)

[AI Data Gateway](https://www.dreamfactory.com/ai-data-gateway/overview)

[Overview Why DreamFactory exists](https://www.dreamfactory.com/ai-data-gateway/overview) [Data Gov, Comp, Security Policy enforcement at the API layer](https://www.dreamfactory.com/ai-data-gateway/ai-data-governance) [Standard API Layer One contract for every backend](https://www.dreamfactory.com/ai-data-gateway/standard-api-layer) [API Gateway Functionality Routing, auth, rate limits, observability](https://www.dreamfactory.com/ai-data-gateway/api-gateway-functionality) [Deployment & Integration Self-hosted, cloud, hybrid](https://www.dreamfactory.com/ai-data-gateway/on-premise-deployment-and-integration) [Developer Productivity Auto-generated, never hand-coded](https://www.dreamfactory.com/ai-data-gateway/ai-development-accelerated) [AI App Architectures Patterns for RAG, agents, MCP](https://www.dreamfactory.com/ai-data-gateway/enterprise-ai-architectures)

AI Data Models

[AIOpenAI](https://www.dreamfactory.com/use-cases/openai) [GGoogle Gemini](https://www.dreamfactory.com/use-cases/google-gemini) [CAnthropic Claude](https://www.dreamfactory.com/use-cases/anthropic-claude-landing) [LMeta Llama](https://www.dreamfactory.com/use-cases/meta-llama) [MMistral AI](https://www.dreamfactory.com/use-cases/mistral) [CoCohere](https://www.dreamfactory.com/use-cases/cohere)

Services and support

[Quickstart Service Packages Expert-led Quickstarts to production](https://www.dreamfactory.com/services-and-support/quickstart-services-packages)

AI Data Models

[Generate & Manage REST APIs From any database, in seconds](https://www.dreamfactory.com/api-management/generate-rest-apis) [Features Security, scripting, self-hosted & more](https://www.dreamfactory.com/api-management/features) [API Generation The complete guide to auto-generated APIs](https://blog.dreamfactory.com/a-complete-guide-to-api-generation) [API Management Concepts, tools, and best practises](https://blog.dreamfactory.com/what-is-api-management-a-brief-overview-of-api-management-concepts-and-tools?_gl=1*jl0njh*_gcl_au*MjQzMjgwMTc3LjE3ODIzMjI3MzY)

AI Use Cases

[AI Data Access Secure, governed reads for your LLMs](https://www.dreamfactory.com/use-cases/ai-data-access) [MCP Server Drop-in Model Context Protocol](https://www.dreamfactory.com/use-cases/mcp-server) [Legacy Modernization Wrap mainframes with REST](https://www.dreamfactory.com/use-cases/legacy-modernization) [Data Governance Audit every call, enforce every policy](https://www.dreamfactory.com/use-cases/data-governance)

[Customer Case Studies](https://www.dreamfactory.com/case-studies)

[Energy Modernization](https://www.dreamfactory.com/case-studies/energy-snowflake-modernization) [Government Modernization](https://www.dreamfactory.com/case-studies/government-mainframe-oracle-modernization) [Government Business Intelligence](https://www.dreamfactory.com/case-studies/government-sql-server-bi-analyst-queries) [Manufacturing Modernization](https://www.dreamfactory.com/case-studies/steel-manufacturing-sap-erp-modernization) [Financial Services Investor Portal](https://www.dreamfactory.com/case-studies/financial-services-sql-server-investor-portal) [Non-Profit Partner Data Sharing](https://www.dreamfactory.com/case-studies/non-profit-sql-server-partner-data-sharing) [Professional Services Exec Dashboards](https://www.dreamfactory.com/case-studies/professional-services-erp-dashboards) [Education HR and External Data Sharing](https://www.dreamfactory.com/case-studies/education-student-hr-sql-server-mysql-external-data-sharing)

Industries

#### [Healthcare HIPAA-grade APIs across EHR, claims, and labs.](https://www.dreamfactory.com/use-cases/healthcare)

#### [Financial Services Portfolios, partners, and portals on one layer.](https://www.dreamfactory.com/use-cases/financial-services)

#### [Government Modernize mainframes without re-platforming.](https://www.dreamfactory.com/use-cases/government)

#### [Manufacturing SAP, MES, and shop-floor data, governed.](https://www.dreamfactory.com/use-cases/manufacturing)

SQL Database

[SQL SQL Server](https://www.dreamfactory.com/connectors/sql-server) [OR Oracle](https://www.dreamfactory.com/connectors/oracle) [PG PostgreSQL](https://www.dreamfactory.com/connectors/postgresql) [My MySQL](https://www.dreamfactory.com/connectors/mysql)

NoSQL & Docs

[Dy DynamoDB](https://www.dreamfactory.com/connectors/dynamodb) [Do DocumentDB](https://www.dreamfactory.com/connectors/azure-documentdb) [Mo MongoDB](https://www.dreamfactory.com/connectors/mongodb) [Cb CouchDB](https://www.dreamfactory.com/connectors/couch-db)

Cloud Warehouses

[S3 S3](https://www.dreamfactory.com/connectors/amazon-s3) [Ab Azureblob](https://www.dreamfactory.com/connectors/azure-blob) [FS FTP/SFTP](https://www.dreamfactory.com/connectors/ftp-sftp) [LS Local Storage](https://www.dreamfactory.com/connectors/local-storage)

C & SaaS

[Sf Salesforce](https://www.dreamfactory.com/connectors/salesforce) [API REST / SOAP](https://www.dreamfactory.com/connectors/soap-to-rest)

[See all 30+ connectors](https://www.dreamfactory.com/connectors)

[![back arrow](https://blog.dreamfactory.com/hubfs/raw_assets/public/dreamfactory/images/orange-arrow.svg) Blog](https://blog.dreamfactory.com/)

# How to Connect OpenAI Agent Builder to Your Internal Databases with DreamFactory

 by Terence Bennett

![calendar icon](https://blog.dreamfactory.com/hubfs/raw_assets/public/dreamfactory/images/calendar-icon.svg) October 6, 2025

Table of contents

RECOMMENDED ARTICLES

- [A Complete Guide to API Generation](https://blog.dreamfactory.com/a-complete-guide-to-api-generation)
- [10 Best API Management Tools](https://blog.dreamfactory.com/what-is-api-management-a-brief-overview-of-api-management-concepts-and-tools)
- [Creating a Microsoft SQL Server API in Less Than 5 minutes with DreamFactory](https://blog.dreamfactory.com/creating-a-microsoft-sql-server-api-in-less-than-5-minutes-with-dreamfactory)
- [Hasura vs. DreamFactory: A Comprehensive Comparison](https://blog.dreamfactory.com/hasura-vs-dreamfactory)
- [Build A Snowflake REST API in Less Than 5 Minutes](https://blog.dreamfactory.com/generate-a-snowflake-rest-api-in-less-than-5-minutes)

## **Keep Your Database Credentials Secure While Building Powerful AI Agents**

OpenAI's new Agent Builder is revolutionizing how businesses create AI-powered workflows with its intuitive drag-and-drop interface. But here's the challenge that every enterprise faces: **how do you give your agents access to internal databases without exposing credentials or compromising security?**

This is where DreamFactory becomes essential. Instead of sharing database credentials with external platforms or writing custom APIs from scratch, DreamFactory provides a secure, instant REST API layer that sits between your agents and your data—whether it's on-premises, self-hosted, or in a private cloud.

## **Why DreamFactory + OpenAI Agent Builder?**

Security First: Your database credentials never leave your environment. DreamFactory runs in your infrastructure and exposes only controlled API endpoints.

Universal Database Support: Connect to MySQL, PostgreSQL, SQL Server, Oracle, MongoDB, and 20+ other data sources through a single, standardized REST API.

Zero Code Required: DreamFactory and OpenAI Agent Builder are both designed for efficiency, build agents visually while accessing data through auto-generated APIs.

Enterprise-Grade: With DreamFactory you get Role-based access control, API key management, rate limiting, and comprehensive logging out of the box.

## **Architecture Overview**

Here's how the components work together:

![Screenshot 2025-10-06 at 1.35.43 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.35.43%20PM.png?width=1256&height=514&name=Screenshot%202025-10-06%20at%201.35.43%20PM.png)

Your agent makes API calls to DreamFactory, which handles authentication, authorization, and query execution—all within your secure environment.

## **Step-by-Step Implementation Guide**

### **Part 1: Set Up DreamFactory**

1. Deploy DreamFactory

Choose your deployment method:

- **Docker** (fastest for testing):

![Screenshot 2025-10-06 at 1.36.08 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.36.08%20PM.png?width=1266&height=166&name=Screenshot%202025-10-06%20at%201.36.08%20PM.png)

- **On-Premises Installation**: Download from dreamfactory.com for production environments
- **Cloud Deployment**: Deploy to AWS, Azure, or Google Cloud in your VPC

2. Connect Your Database

After accessing the DreamFactory admin console:

- Navigate to **Services > Create**
- Select your database type (e.g., "MySQL" or "PostgreSQL")
- Enter connection details: 
    - **Host**: Your database server address
    - **Database Name**: Target database
    - **Username/Password**: Database credentials (stored securely, never exposed)
- Click **Save**

DreamFactory immediately generates a full REST API for your database with endpoints for all tables.

3. Create an API Key

- Go to **Roles** and create a new role defining table access permissions
- Navigate to **Apps > Create**
- Generate an API key for your OpenAI agent
- Set the role to control exactly what data the agent can access

Your API endpoint will look like:

![Screenshot 2025-10-06 at 1.36.39 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.36.39%20PM.png?width=1250&height=208&name=Screenshot%202025-10-06%20at%201.36.39%20PM.png)

### **Part 2: Configure OpenAI Agent Builder**

**1. Create a New Agent Workflow**

In OpenAI's Agent Builder:

- Start a new workflow from the canvas
- Add an API connector node (using MCP or custom action)
- Configure the HTTP request settings 

**2. Set Up the DreamFactory Connection**

Configure the API connector with:

- **Base URL**: https://your-dreamfactory-instance.com/api/v2
- **Authentication**: API Key (add as header)
- **Header Name**: X-DreamFactory-API-Key
- **Header Value**: Your generated API key 

3. **Build Your First Query**

Create a simple data retrieval workflow:

**Example: Customer Lookup Agent**

- **Trigger**: User provides customer email
- **Action Node**: HTTP GET request 
    - Endpoint: /database/\_table/customers
    - Query Parameter: filter=(email='${userInput}')
- **Response**: Format and return customer data

**Example: Sales Analytics Agent**

- **Trigger**: User asks "What were our top products last month?"
- **Action Node**: HTTP GET request 
    - Endpoint: /database/\_proc/get\_top\_products
    - Parameters: {"month": "2025-09", "limit": 10}
- **Transform Node**: Parse JSON response
- **Output**: Present results in natural language

### **Part 3: Common Agent Patterns**

#### **Pattern 1: Read-Only Data Assistant**

Perfect for customer service agents that need to look up information:

![Screenshot 2025-10-06 at 1.37.15 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.37.15%20PM.png?width=1264&height=524&name=Screenshot%202025-10-06%20at%201.37.15%20PM.png)

**DreamFactory API Example**:

#### **![Screenshot 2025-10-06 at 1.37.57 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.37.57%20PM.png?width=1276&height=218&name=Screenshot%202025-10-06%20at%201.37.57%20PM.png)**

#### **Pattern 2: Data Update Agent**

For agents that need to modify records:

![Screenshot 2025-10-06 at 1.38.28 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.38.28%20PM.png?width=1274&height=532&name=Screenshot%202025-10-06%20at%201.38.28%20PM.png)

**DreamFactory API Example**: PATCH Request to....

![Screenshot 2025-10-06 at 1.38.51 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.38.51%20PM.png?width=1270&height=260&name=Screenshot%202025-10-06%20at%201.38.51%20PM.png)

#### **Pattern 3: Multi-Source Data Agent**

When your agent needs data from multiple systems:

![Screenshot 2025-10-06 at 1.39.19 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.39.19%20PM.png?width=1278&height=538&name=Screenshot%202025-10-06%20at%201.39.19%20PM.png)

You can connect multiple databases to DreamFactory and give your agent a unified API interface.

### **[![API](https://no-cache.hubspot.com/cta/default/44870387/interactive-178934315268.png)](https://blog.dreamfactory.com/hs/cta/wi/redirect?encryptedPayload=AVxigLJcBLVACCbnDqW8ZW7mFgM3xOTkUcfe0%2FzxGMQALJNPflq%2F18vdr7CQVxFjj%2BKZzc7BayDjsb8cjwEZwz2ssIkRV%2FkUkZ5Bb49ozCvKvQ4y8fWKfEjke%2FvkTgr3%2BsfJra2vU%2BDzY7cjsajgFvvQD5vPNxLviHP%2BMyVlKSMM77IEy88Iag%3D%3D&webInteractiveContentId=178934315268&portalId=44870387)**

### **Part 4: Security Best Practices**

### **1. Principle of Least Privilege**

Create specific roles in DreamFactory for each agent:

- **Read-only** for lookup agents
- **Specific table access** only
- **Field-level restrictions** to hide sensitive data (SSN, passwords)

2. Network Security

- Keep DreamFactory behind your firewall
- Use VPN or private networking to connect OpenAI agents
- Enable IP whitelisting in DreamFactory if possible

3. API Key Management

- Generate unique keys for each agent workflow
- Set expiration dates on keys
- Rotate keys regularly
- Monitor usage through DreamFactory's logging

4. Data Validation

Add validation nodes in your agent workflow:

- Sanitize user inputs before database queries
- Validate data types and formats
- Implement rate limiting
- Add human approval gates for destructive operations

### **Part 5: Advanced Techniques**

Using Stored Procedures

For complex business logic, call database stored procedures through DreamFactory:

![Screenshot 2025-10-06 at 1.39.44 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.39.44%20PM.png?width=1268&height=232&name=Screenshot%202025-10-06%20at%201.39.44%20PM.png)

This keeps business rules in your database where they belong.

Implementing Caching

DreamFactory supports caching to reduce database load:

- Enable cache in service settings
- Set appropriate TTL for your use case
- Agents get faster responses for repeated queries

Webhooks and Triggers

Use DreamFactory's scripting to trigger actions:

- Send notifications when data changes
- Log all agent interactions
- Validate data before writes
- Implement custom business rules

### **Part 6: Real-World Use Cases**

Customer Service Agent

An agent that helps support staff quickly access customer information:

- Looks up customer account details
- Retrieves order history
- Checks inventory availability
- All without exposing the backend database

Sales Intelligence Agent

Helps sales teams with data-driven insights:

- Analyzes pipeline data
- Identifies at-risk deals
- Suggests upsell opportunities
- Generates custom reports on demand

Inventory Management Agent

Automates warehouse operations:

- Checks stock levels across locations
- Updates inventory counts
- Triggers reorder workflows
- Generates receiving reports

Employee Onboarding Agent

Streamlines HR processes:

- Creates employee records
- Provisions access across systems
- Tracks onboarding progress
- Updates multiple databases transactionally

## **Testing Your Integration**

## 1. Start Simple

Test with a single read-only query:

![Screenshot 2025-10-06 at 1.40.09 PM](https://blog.dreamfactory.com/hs-fs/hubfs/Screenshot%202025-10-06%20at%201.40.09%20PM.png?width=1266&height=158&name=Screenshot%202025-10-06%20at%201.40.09%20PM.png)

Verify the agent can retrieve and display data correctly.

### 2. Test Error Handling 

Intentionally trigger errors:

- Invalid API key
- Malformed queries
- Non-existent tables

Ensure your agent handles errors gracefully.

### **3. Performance Testing**

Monitor response times and optimize:

- Add database indexes for common queries
- Enable DreamFactory caching
- Use pagination for large result sets

## **4. Troubleshooting**

**Connection Issues**

- Verify DreamFactory is accessible from OpenAI's network
- Check API key is correctly configured in headers
- Review DreamFactory logs for authentication errors

**Permission Errors**

- Confirm the role assigned to your API key has proper permissions
- Check table-level access in DreamFactory role settings
- Verify field restrictions aren't blocking needed columns

**Performance Problems**

- Review database query performance
- Enable query logging to identify slow operations
- Consider adding database indexes
- Implement caching for frequently accessed data

## **[![Server-Stack](https://no-cache.hubspot.com/cta/default/44870387/interactive-179228959126.png)](https://blog.dreamfactory.com/hs/cta/wi/redirect?encryptedPayload=AVxigLKoR5alZWSXrcFdLmWLqXwtjhFIXN2VKcCpHytqCNaKLqXEUlHzEcMQ00%2BfFNlHraQvVWVAVZEf1nXqJHhvVZX9jVlMpJaKQcPMPOUhmTTYyW0xpxFDeG8MLap5E26ztt8Zi%2FkhjWX9Xy%2Fl7FtbAb49hJBBn2GBcy8kHyifJLQP4x7s9w%3D%3D&webInteractiveContentId=179228959126&portalId=44870387)**

## **Conclusion**

By combining OpenAI's Agent Builder with DreamFactory, you get the best of both worlds: powerful AI agents with secure, controlled access to your internal data. Your database credentials stay protected within your infrastructure while your agents gain the ability to interact with real business data.

This architecture scales from simple lookup agents to complex multi-system workflows, all while maintaining enterprise-grade security and governance.

## **Next Steps**

 

1. **Deploy DreamFactory** in your environment (free trial available)
2. **Connect one database** to start with
3. **Build a simple agent** that queries a single table
4. **Expand gradually** adding more data sources and complex workflows
5. **Monitor and optimize** using DreamFactory's analytics

Your agents will be accessing internal data securely within hours, not weeks.

---

**Resources:**

- DreamFactory Documentation: https://guide.dreamfactory.com
- OpenAI Agent Builder Guide: https://platform.openai.com/docs/guides/agents
- API Security Best Practices: Review your organization's security policies
- Community Support: Join DreamFactory's community forums for implementation guidance

*Keep your data secure. Keep your agents powerful. Use DreamFactory.*

 

TAGS: [REST API,](https://blog.dreamfactory.com/tag/rest-api) [DreamFactory,](https://blog.dreamfactory.com/tag/dreamfactory) [no code,](https://blog.dreamfactory.com/tag/no-code) [AI Integration,](https://blog.dreamfactory.com/tag/ai-integration) [Enterprise AI,](https://blog.dreamfactory.com/tag/enterprise-ai) [Agent Builder](https://blog.dreamfactory.com/tag/agent-builder)

![Terence Bennett](https://blog.dreamfactory.com/hs-fs/hubfs/1624046620145.jpg?width=100&height=100&name=1624046620145.jpg)

Terence Bennett

Terence Bennett, CEO of DreamFactory, has a wealth of experience in government IT systems and Google Cloud. His impressive background includes being a former U.S. Navy Intelligence Officer and a former member of Google's Red Team. Prior to becoming CEO, he served as COO at DreamFactory Software.

 Stay Connected with   
 The Connector Newsletter!

 Subscribe to stay up-to-date with DreamFactory's latest product updates, API best practices, and tech humor in your inbox.

[![Dreamfactory Logo](https://blog.dreamfactory.com/hubfs/raw_assets/public/dreamfactory/images/megamenu/Megamenu-logo.svg)](https://www.dreamfactory.com/)

[Call Sales +1 (415) 993-5877](tel:+14159935877)

Open – Mon–Fri 9–5 PT

[FREE 30 Minute Demo](https://www.dreamfactory.com/demo)

#### Follow us

- [GitHub](https://github.com/dreamfactorysoftware/dreamfactory)
- [Facebook](https://www.facebook.com/dfsoftwareinc/)
- [X (Twitter)](https://twitter.com/dfsoftwareinc)
- [LinkedIn](https://www.linkedin.com/company/dreamfactory-software)
- [YouTube](https://www.youtube.com/c/dreamfactorysoftware)

### Features

[Features](https://www.dreamfactory.com/features) [Self hosted](https://www.dreamfactory.com/features#self) [API Generation](https://www.dreamfactory.com/features#api) [Security](https://www.dreamfactory.com/features#secure) [Customization](https://www.dreamfactory.com/features#custom) [Pricing](https://www.dreamfactory.com/pricing)

### Installers

[Linux](https://www.dreamfactory.com/features#installer) [Docker](https://www.dreamfactory.com/features#installer) [Kubernetes](https://www.dreamfactory.com/features#installer)

### API Resources

[Documentation](https://docs.dreamfactory.com/) [Case Studies](https://www.dreamfactory.com/stories) [White Papers](https://www.dreamfactory.com/resources/whitepapers) [Academy](https://www.dreamfactory.com/academy) [API Calculator](https://calculator.dreamfactory.com) [Open Source](https://github.com/dreamfactorysoftware)

### Company

[Blog](https://blog.dreamfactory.com/) [Hub](https://www.dreamfactory.com/hub) [About us](https://www.dreamfactory.com/about) [Partners](https://www.dreamfactory.com/partners) [Support](https://www.dreamfactory.com/support) [Connectors](https://www.dreamfactory.com/connectors) [Contact Us](https://www.dreamfactory.com/demo)

 © 2025 DreamFactory. All rights reserved.

[Terms of Use](https://www.dreamfactory.com/terms-of-use) [Privacy Policy](https://www.dreamfactory.com/privacy-policy) [LLMs](https://www.dreamfactory.com/llms.txt)

```json
{
  "@context" : "https://schema.org",
  "@type" : "BlogPosting",
  "author" : {
    "@type" : "Person",
    "name" : "Terence Bennett",
    "url" : "https://blog.dreamfactory.com/author/terencebennett"
  },
  "dateModified" : "2025-10-06T20:33:45.432Z",
  "datePublished" : "2025-10-06T18:09:01.000Z",
  "headline" : "How to Connect OpenAI Agent Builder to Your Internal Databases with DreamFactory",
  "image" : [ "https://blog.dreamfactory.com/hubfs/agent%20builder.png" ],
  "mainEntityOfPage" : {
    "@id" : "https://blog.dreamfactory.com/how-to-connect-openai-agent-builder-to-your-internal-databases-with-dreamfactory",
    "@type" : "WebPage"
  },
  "publisher" : {
    "@type" : "Organization",
    "logo" : {
      "@type" : "ImageObject",
      "url" : "https://blog.dreamfactory.com/hubfs/DreamFactory%20-%20Orange%20-%20Transparent-1.png"
    }
  }
}
```