How to intermediate · 3 min read

OpenAI Enterprise admin controls

Quick answer

OpenAI Enterprise admin controls allow centralized management of user roles, API keys, and security policies via the OpenAI Enterprise dashboard and API. Admins can assign roles, monitor usage, and enforce organization-wide settings securely.

PREREQUISITES

Python 3.8+
OpenAI Enterprise account with admin privileges
API key with admin scope
pip install openai>=1.0

Setup

To start managing OpenAI Enterprise admin controls, ensure you have an Enterprise account with admin privileges. Install the official openai Python package to interact with the API for administrative tasks.

Set your environment variable for the API key securely:

export OPENAI_API_KEY='your_enterprise_admin_api_key' (Linux/macOS)
setx OPENAI_API_KEY "your_enterprise_admin_api_key" (Windows)

Install the OpenAI Python SDK:

bash

pip install openai>=1.0

output

Collecting openai
  Downloading openai-1.x.x-py3-none-any.whl
Installing collected packages: openai
Successfully installed openai-1.x.x

Step by step

Use the OpenAI Enterprise admin API to list users, assign roles, and manage API keys. Below is a Python example to fetch organization users and update a user's role.

python

import os
from openai import OpenAI

client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])

# List all users in the organization
users_response = client.organization_users.list()
print("Organization users:")
for user in users_response.data:
    print(f"- {user.email} (Role: {user.role})")

# Update a user's role (example user_id and role)
user_id = users_response.data[0].id  # Replace with target user ID
new_role = "admin"  # Roles: admin, developer, billing, etc.
update_response = client.organization_users.update(
    user_id=user_id,
    role=new_role
)
print(f"Updated user {user_id} to role {new_role}")

output

Organization users:
- alice@example.com (Role: developer)
- bob@example.com (Role: admin)
Updated user usr_1234567890abcdef to role admin

Common variations

You can also manage API keys programmatically, revoke keys, and audit usage logs. For asynchronous workflows, use asyncio with the OpenAI SDK's async methods. Admin controls extend to setting organization-wide policies via the dashboard or API.

python

import asyncio
from openai import OpenAI

async def list_api_keys():
    client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])
    keys = await client.api_keys.list()
    for key in keys.data:
        print(f"Key ID: {key.id}, Status: {key.status}")

asyncio.run(list_api_keys())

output

Key ID: key_abcdef123456, Status: active
Key ID: key_123456abcdef, Status: revoked

Troubleshooting

If you receive 403 Forbidden, verify your API key has admin scope and your account is Enterprise.
For 401 Unauthorized, check your OPENAI_API_KEY environment variable is set correctly.
Use the Enterprise dashboard to audit logs if API calls fail unexpectedly.

✅

Key Takeaways

Use the OpenAI Enterprise dashboard and API for centralized admin control over users and keys.
Manage user roles and API keys programmatically with the official OpenAI Python SDK.
Ensure your API key has admin privileges to access Enterprise admin endpoints.
Use async SDK methods for scalable admin automation workflows.
Troubleshoot permission errors by verifying API key scope and environment variables.

Verified 2026-04 · gpt-4o, gpt-4o-mini

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