The overall trust score of 70 is primarily driven by a strong compliance score of 35/35, reflecting verified SOC 2 Type 2 and ISO 27001 certifications, and the availability of a GDPR DPA. The security/CVE score of 25/25 also contributes positively, indicating robust security measures. However, a significant deduction comes from the legal/IP score of 0/25, largely due to the low liability cap and the 'AS IS' warranty. The market score of 10/15 reflects a generally positive market perception but acknowledges competitive pressures and some community concerns.
Verified Compliance Facts
Cited and timestamped — every claim traceable to an official vendor source.
- Microsoft Azure
- Stripe
- Twilio
Enterprise Verdict
Conditional Proceed
Robust enterprise-grade security features including SAML SSO, MFA, and encryption.
Low liability cap in terms of service poses significant financial exposure.
Prioritize the 'Enterprise' or 'Business ChatGPT & Codex' tiers for all corporate deployments.
Risk Assessment
Seven-category enterprise risk analysis derived from community and vendor signals. Each card shows the evidence tier and the underlying finding.
Public documentation buyers may want to verify availability of specific uptime commitments or reliability history.
Enterprises should negotiate fixed-rate contracts and monitor pricing changes for overage risks.
Data export status unclear. Integration score: 55/100. Webhooks available, reducing lock-in risk.
Average community support/satisfaction rating: 5.0/5.0 based on 1 user reviews.
Compliance score: 94/100. GDPR status: dpa_available. Encryption at rest: yes.
SOC 2: type_ii. ISO 27001: certified. Overall compliance score: 94/100.
Vendor may train on user data. Users retain code/output ownership. Legal/ToS risk score: 40/100.
Due Diligence Alerts
Priority reviews, recommended inquiries, and verified strengths — based on 202+ community data points
In December 2024, Italy’s Garante fined OpenAI €15 million for processing EU users’ personal data without sufficient legal basis, transparency, or age verification measures, leading to a temporary ChatGPT ban in Italy. This highlights ongoing regulatory scrutiny and potential compliance risks.
A Reddit user reported that ChatGPT ignored a stored preference for canonical URLs, despite acknowledging the preference. This suggests a potential consistency bug in ChatGPT's memory/preference system, which could lead to unintended data formatting or exposure.
Prompts and outputs in ChatGPT Enterprise may contain sensitive data that, if mishandled or retained improperly, could be exposed through logs or integrations. This poses risks of confidential business information loss, PII exposure, and compliance violations.
Security & Compliance
External Registry Verification
Data Security
Security Features
Legal & IP Risk
IP Ownership
As between you and OpenAI, and to the extent permitted by applicable law, you (a) retain your ownership rights in Input and (b) own the Output.
As noted above, we may use Content you provide us to improve our Services, for example to train the models that power ChatGPT.
As between you and OpenAI, and to the extent permitted by applicable law, you (a) retain your ownership rights in Input and (b) own the Output.
Liability & Indemnification
OUR AGGREGATE LIABILITY UNDER THESE TERMS WILL NOT EXCEED THE GREATER OF THE AMOUNT YOU PAID FOR THE SERVICE THAT GAVE RISE TO THE CLAIM DURING THE 12 MONTHS BEFORE THE LIABILITY AROSE OR ONE HUNDRED DOLLARS ($100).
Exit Terms
Once you choose to delete Personal Data, we will remove it from our systems within 30 days unless we need to retain it for longer as described below, or it has already been de-identified and disassociated from your account when you allow us to use your Content to improve our models (opens in a new window) .
Data & Migration Lock-in Risk
HIDDEN LEGAL BOMBSHELLS
Enterprise Contract Intelligence
DPA availability, data residency, and contract risk signals for procurement teams
OpenAI provides a Data Processing Addendum (DPA) that supplements its Services Agreement, applicable to API, ChatGPT Enterprise, Team, and Edu users. This DPA addresses key GDPR requirements including instructions-only processing, confidentiality, breach notification, and subprocessor vetting.
Eligible ChatGPT Enterprise, Edu, and API platform customers can select regional data residency, including options in Europe.
⚠ 1 contract risk flag — click to review
Full contract terms for ChatGPT require direct vendor engagement. Ensure data portability on exit, notice period, and pricing lock clauses are negotiated before execution.
Security Certifications
| Certification | Status | Auditor | Valid Until | Source |
|---|---|---|---|---|
| CSA CAIQ | 📄 Claimed | — | — | View |
| Cyber Liability Insurance | 📄 Claimed | — | — | View |
| FedRAMP Low | 📄 Claimed | Pwc | — | View |
| ISO 27001 | ✅ Active | — | — | View |
| ISO 27017 (Cloud Security) | 📄 Claimed | Pwc | — | View |
| ISO 27018 (Cloud Privacy) | 📄 Claimed | Pwc | — | View |
| ISO 27701 (Privacy) | 📄 Claimed | Pwc | — | View |
| PCI-DSS | 📄 Claimed | Pwc | — | View |
| 3rd Party Penetration Test | 📄 Claimed | — | — | View |
| SOC 2 Type II | 📄 Claimed | — | — | View |
| SOC 3 | 📄 Claimed | Pwc | — | View |
Data Privacy Documents
| Document | Status | URL | AI Assessment |
|---|---|---|---|
| Sub-processors | ❌ Not Found | Link | ❌ Not found |
| AI/Model Training Policy | ❌ Not Found | Link | — Unclear |
| Data Retention Policy | ❌ Not Found | Link | ❌ Not found |
| Data Flow Diagram | ❌ Not Found | — | — |
| GDPR Compliance Statement | ✅ Active | Link | ❌ Not found |
| KVKK Compliance Statement | ❌ Not Found | — | ❌ Not found |
| CCPA Compliance Statement | ✅ Active | Link | ❌ Not found |
Legal Contracts
See Legal & IP Assessment section above for full analysis of ToS, DPA, MSA, SLA, EULA, and AUP.
Operational Readiness
| Document | Status | URL | AI Assessment |
|---|---|---|---|
| Business Continuity Plan (BCP) | ❌ Not Found | — | ❌ Not found |
| Disaster Recovery Plan (DRP) | ❌ Not Found | — | ❌ Not found |
| Incident Response Plan | ❌ Not Found | — | ❌ Not found |
| 3rd Party Penetration Test | 📄 Claimed | View | ❌ Not found |
Technical Transparency
| Document | Status | URL | AI Assessment |
|---|---|---|---|
| SBOM | ❌ Not Found | — | ❌ Not found |
| OSS License Inventory | ❌ Not Found | — | ❌ Not found |
| Vulnerability Management Policy | ✅ Active | Link | ❌ Not found |
| Patch Management Policy | ❌ Not Found | — | ❌ Not found |
| Offboarding / Data Export Guide | ❌ Not Found | — | ❌ Not found |
| SIG Questionnaire | ❌ Not Found | — | — |
| CAIQ | ❌ Not Found | — | — |
Financial Resilience
| Item | Status | Details |
|---|---|---|
| Cyber Liability Insurance | 📄 Claimed | ion Testing Code Analysis View more ESG ESG Commitment Supplier Code of Conduct Legal Subprocessors Cyber Insurance Dat… |
| TCO Disclosed | ✅ Available | Annual: 45500 |
Community Intelligence
Recurring issues and curated signals from GitHub, Hacker News, Reddit, Stack Overflow, web sources, and enterprise review platforms.
Intelligence Synthesis
Community discussions on HackerNews and Reddit highlight ChatGPT's widespread adoption and utility for various tasks, from coding to content creation, with users often comparing it favorably to competitors like Claude and Gemini. However, concerns were raised on Reddit regarding inconsistent application of user preferences, and on HackerNews about high token costs for enterprise API usage. Official documentation and web searches confirm robust enterprise security features, including SOC 2 Type 2 certification, GDPR DPA, and data residency options for enterprise tiers, alongside a critical 'no training on your data' policy for these specific plans.
Recurring Issues
Enterprise Impact: Could lead to operational inefficiencies, non-compliance with internal data handling guidelines (e.g., clean URLs), and user frustration if the AI community feedback suggests room for improvement in consistently adhere to established preferences.
OpenAI should investigate and resolve consistency bugs in its memory/preference system to ensure reliable application of user-defined settings, especially for enterprise users with specific formatting or data requirements.
Enterprise Impact: High token costs can significantly increase operational expenses, especially with parallel agents and thousands of engineers, potentially impacting budget predictability and ROI for large-scale AI deployments.
OpenAI should provide more transparent cost management tools and potentially introduce volume discounts or optimized token usage strategies for enterprise clients to mitigate high operational costs.
Enterprise Impact: Reliance on inaccurate or fabricated outputs can lead to poor decision-making, reputational damage, and compliance risks if misinformation is disseminated internally or externally.
OpenAI should continue to improve model accuracy and provide clear mechanisms for users to report and correct hallucinations. Enterprise users should implement human-in-the-loop verification for critical AI-generated content.
Source Signals
Financial Impact Panel
Cost intelligence and pricing signals for enterprise procurement decisions
Pricing Tiers
Free
Go
Plus
Pro
Business Codex
Business ChatGPT & Codex
Enterprise
Pricing data from public sources — enterprise rates differ. Verify with vendor.
TCO Calculator
Calculate the real monthly cost for your team. Adjust seats, usage, and pricing tier below.
Estimated Monthly Cost
Estimated Annual TCO — 100 Users ±20% confidence band
Assumptions
- Free tier used as SMB baseline.
Assumptions
- Pricing not publicly disclosed — contact vendor for quote.
Assumptions
- Pricing not publicly disclosed — contact vendor for quote.
Estimates from publicly scraped pricing data.
Synthesized from 20+ independent public sources: developer forums & repositories, security databases, vendor disclosures, regulatory filings, and community review platforms. Not affiliated with any vendor. Corrections?
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