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AI Reality Audit

A framework from Nettpilot for measuring how well an organization is found, read, understood and correctly represented by AI systems, and how well it handles AI errors itself. It scores four dimensions from 0 to 100: A2B Readiness, Machine Readability, AI Reliability and Algorithmic Visibility.

The first two dimensions are technical and can be measured with 3LA. The last two require tests in AI services and assessment by an adviser. The framework proposes a "Generation 7" of digital maturity that measures external, algorithmic position, extending internal maturity models. It is licensed under CC BY-SA 4.0. The AIR model (Assess, Improve, Reinforce) is the process built on it.

This term is part of the 3LA EntityMap → /entitymap.html