This talk covers five primary characteristics that define a true semantic layer. It also reviews other claimed semantic layers that by comparison lack sufficient desiloing, power and cohesion, and will explore why they don’t measure up. These will not have the staying power and vision that 20+ years of semantic standards have already demonstrated. Slide…
This talk covers five primary characteristics that define a true semantic layer. It also reviews other claimed semantic layers that by comparison lack sufficient desiloing, power and cohesion, and will explore why they don’t measure up. These will not have the staying power and vision that 20+ years of semantic standards have already demonstrated.
Slide deck presented on a the Graphwise AI Summit on October 23, 2025.
[…] to build. Almost none are taking the fundamental data quality problems seriously enough to build a true semantic layer. While shallow semantic layers are in evidence, a deep, broad, logically articulated semantic layer […]
[…] “The characteristics of a true semantic layer” […]
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