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LLM-Drafted Data Quality Rules: Let the Model Propose, Not Enforce
Use Azure OpenAI structured outputs to draft Great Expectations rules from a data profile, then backtest and review them before they ever gate a pipeline.
Great Expectations
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Data Quality Practices: Building Trust in Your Data
Data quality in 2021 became an engineering discipline. The tools matured, but success requires organizational commitment to treating data as a product.