CHATGPT BUSINESS + TRUSTHOUSE
ChatGPT Business gives teams fast, useful AI with sensible admin basics. The moment ChatGPT connects to your systems, feeds a workflow, or sits next to three other models, you need trust controls that no single vendor's workspace can provide.
WHAT YOU GET
OpenAI's published Business plan includes:
For getting a team productive quickly, it works.
WHERE IT STOPS
OpenAI workspace
ChatGPT Business admin controls
OpenAI reserves SCIM provisioning and admin-controlled data retention for its Enterprise tier.
Your Claude, Bedrock and in-house agents are covered somewhere else, or not at all.
Connectors respect existing permissions. They don't check that the data is accurate, current, or the definition your business certified.
You can see what was typed. You can't show which data, which policy and which risk check produced a business outcome.
WHAT TRUSTHOUSE ADDS
One policy layer across OpenAI, Anthropic, open-weight and internal agents. The same control plane routes across all of them.
Find the agents and integrations teams deployed without approval, and bring them under policy.
Answers grounded in verified data and certified definitions.
Every AI decision traceable from data to outcome.
Runs inside your VPC, with no new place for your data to go.
| ChatGPT Business | TrustHouse | |
|---|---|---|
| SAML SSO and MFA | Included | Uses your existing identity controls |
| SCIM provisioning | Enterprise tier | Works with your identity provider |
| Admin-controlled data retention | Enterprise tier | Data stays in your VPC |
| Models covered | OpenAI | Any model or agent |
| Data verified before AI uses it | Not a workspace feature | Data Integrity |
| Risk scoring before a decision executes | Not a workspace feature | AI Risk Engine |
| Decision provenance | Conversation history | Replayable decision trace |
SAML SSO and MFA
Uses your existing identity controls
SCIM provisioning
Works with your identity provider
Admin-controlled data retention
Data stays in your VPC
Models covered
Any model or agent
Data verified before AI uses it
Data Integrity
Risk scoring before a decision executes
AI Risk Engine
Decision provenance
Replayable decision trace
UPGRADE OR ADD A LAYER?
Moving to ChatGPT Enterprise closes some of the admin gaps above. It doesn't cover your Claude agents, your Bedrock workloads, or the decisions that run through them. TrustHouse covers all of them, whichever ChatGPT tier you choose.
No. Keep the tools your teams like. TrustHouse controls the AI estate around them.
Yes. TrustHouse is model-agnostic and works with OpenAI interfaces alongside Claude and open-weight models.
If ChatGPT only drafts emails, maybe. If AI touches customer data, regulated decisions or production systems, you need a decision record. That's what TrustHouse provides.