Vannus / Catalog / Looker

Looker B+ Durable

Graded B+ on resilience. In Vannus's assessment it builds its own AI model — resilient — owns model IP or routes across providers.

analytics, data, visualization
What the vendor's own documentation says
Gemini in Looker represents a series of features in the Gemini for Google Cloud portfolio
Compliance signals on file
SOC2GDPRHIPAAFedRAMP
How this grade is set

Vannus grades Looker 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 →

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