Data quality, stewardship, cataloging, and governance frameworks.
The model was not the problem. Neither was the prompt. The RAG pipeline retrieved the right documents, generated fluent prose, and confidently stated that the enterprise refund window is 60 days — when the actual policy says 30. The source document was a deprecated Confluence page from 2022 that nob…
Seventy-three percent of enterprises now feed production data directly into AI models, yet fewer than 30 percent have governance frameworks designed to handle that reality. The gap between AI adoption and data governance maturity is not merely a compliance risk — it is an operational time bomb. When…
Seven years after GDPR took effect, global privacy enforcement fines surpassed $4.2 billion in cumulative penalties by early 2025. Yet 61% of mid-market companies still operate without a formal data privacy program, according to IAPP’s 2025 Privacy Governance Report. The regulatory environment has n…