---
title: "Data Governance"
description: "Enforce data governance policies through API‑level access controls. Role‑based permissions, audit logging, and rate limiting on every query across every data source in your organization."
url: "https://www.dreamfactory.com/use-cases/data-governance"
---

Use Case

# Data Governance  
at the API Layer

Enforce data governance policies through API‑level access controls. Role‑based permissions, audit logging, and rate limiting on every query — across every data source in your organization.

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

## What is data governance at the API layer?

API-layer data governance enforces access policy at the point where applications and AI actually touch data, instead of separately inside every database. DreamFactory applies centralized, role-based policies — including field-level masking and redaction, rate limits, and quotas — across SQL, NoSQL, file stores, and SaaS APIs from a single control point.

Every query is logged with user identity, timestamp, and response details, and because the platform is self-hosted, governance enforcement and audit logs stay inside your environment.

## Why DreamFactory

### Centralized Policy

Define access policies once and apply them across every database, API, and downstream consumer.

### Field‑Level Security

Mask, redact, or block specific columns based on user role — no app code changes required.

### Full Audit Trail

Every API call is logged with user identity, timestamp, query, and response for compliance teams.

### Rate Limiting

Per‑user, per‑role, and per‑endpoint quotas prevent abuse and ensure fair resource usage.

### Multi‑Source

Apply consistent governance across SQL, NoSQL, file stores, and SaaS APIs from a single control plane.

### Self‑Hosted

Run inside your network — governance enforcement and audit logs never leave your environment.

By Industry

## Data Governance by Industry

### Healthcare

Healthcare Data Governance at Scale

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

### Financial Services

Financial Data Governance at Scale

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

### Government

Government Data Governance at Scale

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

### Manufacturing

Manufacturing Data Governance at Scale

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

## Frequently asked questions

### How is this different from database-level permissions?

Database permissions are configured separately per system; API-layer governance defines policy once and applies it consistently across every connected data source — SQL, NoSQL, file stores, and SaaS APIs.

### Can we mask or block specific fields?

Yes. Field-level security lets you mask, redact, or block specific columns based on user role, with no application code changes required.

### How does rate limiting work?

Quotas can be set per user, per role, and per endpoint, preventing abuse and ensuring fair resource use across consumers.

### Where do the audit logs live?

Inside your environment. DreamFactory is self-hosted, so enforcement and audit logging run in your network and records never leave your control.

Free 30-Minute Demo

## Get a Demo From One of Our Engineers

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/)