Applied AI · 12 min · English
AI Output Is Not Canonical Truth
Generative AI can propose useful knowledge, but production systems need explicit authority, provenance, validation and policy before output becomes canonical state.
INSIGHTS
Data & AI
Data pipelines, ingestion, ETL, retrieval, structured extraction, AI workflows, validation and governance.
Evidence policy
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