Scale & Ecosystem Leader

OpenAI GPT
Enterprise AI

GPT-5.2 delivers the largest context window (400K tokens) and output capacity (128K tokens) of any frontier model. With 1M+ business customers and configurable reasoning depth, it is the enterprise AI platform built for scale.

TL;DR

OpenAI GPT remains the most widely adopted enterprise AI platform with the deepest ecosystem and largest context windows. GPT-5.2's configurable reasoning depth and Azure integration make it the default choice for large-scale enterprise deployments.

  • GPT-5.2: 400K context window + 128K output capacity — the largest in any frontier model
  • Configurable reasoning depth: control how deeply the model thinks before responding
  • 1M+ business customers globally, ~56% enterprise wallet share
  • Azure OpenAI Service: seamless integration with Microsoft enterprise infrastructure
  • Enterprise security: Compliance API, SCIM provisioning, IP allowlisting, granular GPT controls

400K

Context Window

Largest of any frontier model

128K

Output Tokens

2x memory requirements per request

1M+

Business Customers

800M weekly active users

~56%

Enterprise Wallet Share

Still the market majority leader

Enterprise Capabilities

GPT-5.2 features and enterprise integrations for production deployment.

Configurable Reasoning Depth

Control how deeply GPT-5.2 reasons before responding. Trade speed for accuracy on complex tasks like scientific research, algorithm design, and dense technical documentation.

400K Context Window

The largest context window of any frontier model. Process massive documents, codebases, and datasets in a single conversation with full coherence.

Azure OpenAI Service

Enterprise-grade deployment through Azure with regional data residency, private endpoints, and integration with Microsoft 365, Teams, and Power Platform.

Compliance & Security

Compliance API integrations, SCIM provisioning, IP allowlisting for network-based access control, and granular GPT controls for enterprise-scale user management.

Largest Ecosystem

1M+ business customers, 800M weekly active users. The most developed plugin ecosystem, custom GPT marketplace, and third-party integrations.

Reasoning as Core Feature

OpenAI is integrating reasoning deeply into GPT-5 as a core capability rather than an add-on. Agentic capability is baked into the model architecture.

GPT Model Lineup

From cost-effective GPT-4o to the reasoning powerhouse GPT-5.2.

GPT-4o

From $2.50/1M input tokens

Best value for everyday tasks

Context: 128K tokens
Best for: General-purpose enterprise tasks, customer support, content generation

GPT-4.5

Premium tier

Instant and Thinking modes

Context: 128K tokens
Best for: Enhanced reasoning, creative writing, nuanced understanding

GPT-5.2

Premium reasoning tier

Configurable reasoning depth

Context: 400K tokens
Best for: Complex mathematics, scientific research, algorithm design, technical documentation

Key Takeaways

Essential information to help you choose the right plan

Largest Context & Output

GPT-5.2's 400K context and 128K output windows are the largest of any frontier model — suited for processing massive documents and codebases.

Deepest Enterprise Ecosystem

1M+ business customers, Azure OpenAI Service, Microsoft 365 integration, and the most developed third-party plugin ecosystem.

Configurable Reasoning

GPT-5.2 lets you control reasoning depth — trade speed for accuracy on complex tasks like scientific research and algorithm design.

Enterprise Security

Compliance API, SCIM provisioning, IP allowlisting, and granular GPT controls for enterprise-scale deployment and user management.

Implementation Approach

How we deploy OpenAI GPT for enterprise clients.

01

Use Case Assessment

We map your enterprise workflows to the right GPT model tier — from GPT-4o for high-volume tasks to GPT-5.2 for deep reasoning.

02

Azure Integration

Deploy via Azure OpenAI Service with private endpoints, regional data residency, and integration with your Microsoft stack.

03

Optimize & Monitor

Implement reasoning depth controls, token optimization, and cost monitoring to maximize ROI across your GPT deployment.

Deploy OpenAI GPT
at Enterprise Scale

Our consultants help you leverage GPT's ecosystem, Azure integration, and reasoning capabilities for maximum enterprise ROI.

Azure Enterprise • SOC 2 • Compliance API