Private AI infrastructure vs. managed AI service. Compare data sovereignty, AI flexibility, and cost at scale.
ChatGPT Enterprise is OpenAI's enterprise SaaS offering providing GPT-4 access with enhanced security controls, admin console, and no data training guarantees.
AgenixChat (Enterprise AI Copilot) is a self-hosted Private AI platform providing multi-model support with 100% data sovereignty and complete infrastructure control.
Key differences between ChatGPT Enterprise and AgenixChat
| Feature | ChatGPT Enterprise | AgenixChat |
|---|---|---|
Deployment | OpenAI cloud only | Your infrastructure |
Data Location | OpenAI servers | Your servers |
AI Models | OpenAI only | Any AI (OpenAI, Anthropic, custom) |
Pricing | $60/user/month | $1K-custom/month (unlimited users) |
Customization | Limited | Full platform control |
Compliance | OpenAI's compliance | Your compliance |
18 dimensions compared: data control, AI flexibility, and enterprise features
| Feature | ChatGPT Enterprise | AgenixChat |
|---|---|---|
Data Sovereignty Complete control over where data is stored and processed | ||
AI Model Choice OpenAI, Anthropic, custom models, or your own | OpenAI only | Any AI provider |
Air-gapped Deployment Deploy in completely isolated networks | ||
Custom AI Models Bring your own fine-tuned models | ||
Multi-tenant Architecture Database-level isolation for multiple teams | Single tenant | |
HIPAA BAA Full Business Associate Agreement available | Limited | |
Data Residency Deploy in any region or on-premises | OpenAI regions | Your choice |
API Access Complete programmatic control | OpenAI API | Full REST API + MCP |
SSO Integration SAML, OAuth, Okta, Azure AD | ||
Advanced RBAC Granular role-based permissions | Basic | |
Audit Logging Comprehensive activity logs | Limited | |
Custom Branding White-label the entire platform | ||
Deployment Options | Cloud only | Vercel/Docker/VPS/Air-gap |
Pricing Model | Per user ($60/mo) | Per deployment ($1K+/mo) |
Cost at Scale (200 users) | $12,000/month | $5,000/month |
Data Processing | OpenAI processes | You control |
Vendor Lock-in | High | Low (switch AI anytime) |
Compliance Control | OpenAI's responsibility | Your control |
Per-user pricing vs. fixed deployment cost
Honest assessment based on your requirements
Best for small teams with simple needs
Best for regulated industries and scale
Bottom line: If your data cannot leave your infrastructure for regulatory, security, or competitive reasons, AgenixChat is the only viable option. For general productivity with non-sensitive data and smaller teams, ChatGPT Enterprise offers faster deployment at lower upfront cost.
Deploy AI infrastructure on your terms. Any AI model, your infrastructure, unlimited users.
