ChatGPT, developed by OpenAI, is the most widely adopted AI tool in history. Since its launch in November 2022, it has reshaped knowledge work, education, content creation, and institutional operations globally. Hundreds of millions of users across every sector and every continent depend on it daily.

That is precisely why it requires a sovereignty assessment.

Sovereignty Test Matrix™: ChatGPT

Domain Score Assessment
Strategic Alignment 4/5 Versatile, capable, and applicable across virtually every domain. Strong strategic utility for most use cases. Enterprise tier (ChatGPT Enterprise) offers enhanced controls.
Technical Performance 5/5 State-of-the-art performance. GPT-4o and reasoning models lead most benchmarks. Multimodal capabilities (text, image, voice, code). Reliable uptime and global infrastructure.
Ethical Compliance 3/5 OpenAI has published safety research and alignment work. However: training data provenance concerns persist, creator compensation is unresolved, and the for-profit transition raises questions about whose interests the safety work ultimately serves.
Sovereignty Impact 1/5 Critical sovereignty concern. Closed-source. All processing on US-based servers under US jurisdiction. No data residency options for most users. No self-hosting option. Complete provider dependency. No exit pathway — switching costs are high and increasing as users build workflows around the platform.
Cultural Alignment 2/5 English-first. Training data heavily skewed toward Western, English-language sources. Performance degrades significantly in African languages, indigenous languages, and culturally specific contexts. Safety filters reflect American cultural norms.

TOTAL: 15/25 — PROCEED WITH CONDITIONS

ChatGPT’s sovereignty score is driven by a fundamental tension: it is technically excellent and strategically useful, but it creates near-total dependency on a single US-based provider with no meaningful exit pathway. For individual users, this may be acceptable. For institutions and governments, it should be a red flag.

The Dependency Arithmetic

Applying the TEE Method™ Dependency Scoring (/20), ChatGPT scores 16 — categorised as a critical dependency. It scores 5/5 on Criticality (many organisations now cannot operate without it), 4/5 on Concentration (dominant in the general-purpose AI category), 3/5 on Replaceability (alternatives exist but migration is costly), and 4/5 on Exit Readiness (months to years to transition for organisations deeply integrated).

ChatGPT is the most capable general-purpose AI tool available. It is also the most sovereignty-compromising tool most institutions have ever adopted.

Institutional users should maintain active relationships with alternative providers (Anthropic, open-source models, regional AI initiatives) and avoid building critical workflows exclusively on the ChatGPT platform.


Part of the TEE Method™ Sovereignty Score series from SOVEREIGN.