Automating Data Quality with Ontology-Guided AI at GLEIF
BI Survey
JULY 10, 2025
Most AI discussions today start with the same refrain: “Good data is everything.” But what if AI could create better data, not just consume it? At their presentation at this year’s DATA festival in Munich, the team of the Global Legal Entity Identifier Foundation (GLEIF) turned the conversation around. Instead of blaming poor data for AI underperformance, they showed how large language models (LLMs), when guided by domain-specific ontologies, can help automate data quality governance – and
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