Graded D on resilience. In Vannus's assessment it depends on a single upstream model with no disclosed alternative — single-point-of-failure risk.
Organizations can now configure their own OpenAI credentials directly within their Agent environment, enabling ExpectAI to run securely
Vannus grades great-expectations against nine dimensions of trust — data sovereignty, training privacy, compliance posture, operational resilience, exit portability, and more. The heaviest criterion asks whether the tool builds its own AI or resells someone else's model; where the vendor discloses it, the grade cites the vendor's own documentation. No paid placements — scoring is walled off from affiliate revenue. See the methodology →