---
title: "Connect OpenAI to Your Enterprise Data | DreamFactory"
description: "Connect OpenAI GPT models to enterprise data through governed REST APIs and MCP tools — role-based access, full audit, credentials never exposed."
url: "https://www.dreamfactory.com/use-cases/openai"
---

AI Model

# Connect OpenAI  
to your enterprise data

Give OpenAI models governed access to your databases through auto‑generated REST APIs. DreamFactory keeps your data secure — OpenAI queries through controlled API endpoints, never directly.

[Book a Demo](https://www.dreamfactory.com/demo) [View Pricing](https://www.dreamfactory.com/pricing) 

## How DreamFactory connects OpenAI models to enterprise data

OpenAI models — including the GPT family used in ChatGPT and via the OpenAI API — reach your databases through governed REST APIs that DreamFactory generates, never through direct connections. Role-based access control decides exactly which tables and fields a model-driven application can query, and every request is logged for audit.

For agent- and tool-based patterns, the built-in MCP server exposes your data sources as standardized tools that OpenAI-powered agents can call, with your identity provider enforcing who can invoke what.

Use Cases

## OpenAI Use Cases

### AI Data Access

Secure OpenAI Access to Enterprise Data

[Learn more →](https://www.dreamfactory.com/use-cases/ai-data-access) 

### MCP Server

MCP Server for OpenAI Models

[Learn more →](https://www.dreamfactory.com/use-cases/mcp-server) 

### Legacy Modernization

Connect OpenAI to Legacy Systems

[Learn more →](https://www.dreamfactory.com/use-cases/legacy-modernization) 

### Data Governance

Govern OpenAI's Access to Your Data

[Learn more →](https://www.dreamfactory.com/use-cases/data-governance) 

## Frequently asked questions

### Does OpenAI ever see our database credentials?

No. Credentials stay inside your self-hosted DreamFactory instance; OpenAI-powered applications only call governed REST or MCP endpoints with their own scoped keys and roles.

### Can we limit which data GPT-based apps can query?

Yes. Role-based access control scopes access down to specific tables, columns, and operations, with field-level masking for sensitive data.

### What does the audit trail capture?

Every call from an OpenAI-driven application is logged with identity, timestamp, and request details — a complete record for compliance teams.

Free 30-Minute Demo

## Get a Demo — OpenAI + DreamFactory

Give us 30 minutes to amaze you. You won't be disappointed!

[Book a Demo](https://www.dreamfactory.com/demo) [Read the Docs](https://docs.dreamfactory.com/)