Integration

Use the OpenAI SDK with Concentrate

Point the OpenAI SDK or OpenAI Agents SDK at Concentrate with a base URL and key change. Keep your request code, and add model choice, spend tracking, logs, and team controls.

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Base URL

Concentrate

Route the OpenAI SDK through one API endpoint.

Model

GPT + Claude + Gemini

Choose what fits the workload.

Spend

Attributed

Break down usage by owner.

New capabilities

What your team gains with Concentrate

Keep your client

Change the base URL and key on the OpenAI SDK or Agents SDK. Requests keep their shape.

Add model choice

Reach OpenAI, Claude, Gemini, DeepSeek, Qwen, and more from one key.

Track usage

See spend, logs, keys, teams, and provider paths together.

Integration basics

Frequently asked questions

Does the OpenAI SDK work without code changes?

Mostly. Set the base URL to Concentrate and use a Concentrate key. The request and response shapes stay OpenAI-compatible, so existing calls keep working.

Does the OpenAI Agents SDK work too?

Yes. The Agents SDK uses the OpenAI client underneath, so pointing it at the Concentrate base URL and key routes agent calls through Concentrate.

Can we still use OpenAI models?

Yes. OpenAI models stay available, and Concentrate adds access to other providers, team keys, request logs, spend tracking, and fallback routes around that traffic.

CONCENTRATE

One API for every major LLM provider — routing, spend, logs, and controls in one place.

New York

130 E 59th St, 17th floor

New York, NY 10022

Wilmington

1201 N. Market Street, Suite 200

Wilmington, DE 19801

LLM Gateway

LLM Gateway
Request Routing
Usage Monitoring
Spend Management
Data Security
Access Controls

Teams

AI Engineering
Engineering Leadership
Finance & Operations
Security & Compliance

Offices

New York

130 E 59th St, 17th floor

New York, NY 10022

Wilmington

1201 N. Market Street, Suite 200

Wilmington, DE 19801

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Platform

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Model Fortress
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Status

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Privacy Policy
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Features

Universal API Keys
Spend Tracking
Token Allocation
Usage Analytics
Request Logs
Alerts
Data Redaction
Zero Data Retention
Audit Logs