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TheArchitectCoach

Rethinking AI in Data Ingestion: It’s Not About LLMs — It’s About Reducing Uncertainty

February 2, 2026 • Gaurav Agarwaal

AI Didn’t Replace the Data Ingestion PM — It Changed What “Good” Means When people talk about AI reshaping technology roles, the conversation usually centers on automation, copilots, or generative assistants rewriting how work gets done. But in foundational engineering domains like data ingestion, the transformation has been far less dramatic—and far more meaningful. AI […]

Data Governance For Everyone: Making Data (And AI) Work Across The Enterprise

December 18, 2025 • Gaurav Agarwaal

In three decades of watching technology waves come and go, one pattern has stayed constant. We rename the stack every few years—data warehouses, lakes, lakehouses, self-service BI, GenAI, AI agents. But at the decisive moment, the question in the room is still very human: Do we trust this data enough to bet the business on […]