Appears on
Articles3
Why AI Alone Cannot Replace Accurate Data Lineage Analysis
In recent years, AI has rapidly transformed the data industry. From SQL generation to metadata summarization and natural language querying, Large Language Models (LLMs) are becoming deeply integrated into modern data platforms. As a result, many organizations are beginning to ask an important question: “Can AI fully replace traditional SQL parsing and data l
Modern Data Governance Starts in the Developer Workflow: Using SQLFlow and SQLFlow Omni for Everyday Lineage Analysis
Data governance has traditionally been treated as a centralized, heavyweight initiative owned by governance teams, architects, or platform administrators. In reality, however, most data quality problems begin much earlier — directly inside SQL development itself. A column gets renamed.A transformation changes unexpectedly.A downstream dashboard silently brea
Why SQLFlow Matters More Than Ever in the Age of AI-Native Data Governance
Over the past two years, the data industry has undergone a major shift. The conversation is no longer just about dashboards, ETL pipelines, or data warehouses. Today, almost every major platform is moving toward: But underneath all these trends lies one foundational requirement: AI systems cannot reliably operate on enterprise data without accurate metadata