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Data Engineering

Info2K diagram showing modern Data Engineering transforming enterprise information through ingestion, transformation, testing, governance, quality, lineage and security to support RAG, machine learning, AI agents and trusted enterprise outcomes.

Info2K diagram showing modern Data Engineering transforming enterprise information through ingestion, transformation, testing, governance, quality, lineage and security to support RAG, machine learning, AI agents and trusted enterprise outcomes.

Modern Data Engineering: The Foundation of Enterprise AI

Modern Data Engineering extends far beyond building pipelines. Part 9 of the Info2K Data Engineering for AI series explores how data quality, governance, context engineering, observability and connected DataOps, MLOps and GenAIOps practices provide the foundation for reliable enterprise AI.

Jamal Zolhavarieh

8 hours ago13 min read

Info2K diagram showing how data moves from source systems through batch and streaming ingestion into a governed cloud data platform, then supports RAG, machine learning and AI agents to produce reliable, secure and scalable outcomes.

Info2K diagram showing how data moves from source systems through batch and streaming ingestion into a governed cloud data platform, then supports RAG, machine learning and AI agents to produce reliable, secure and scalable outcomes.

Designing Cloud Data Platforms for AI

Cloud services alone do not create an AI-ready data platform. Part 8 of the Info2K Data Engineering for AI series explores how ingestion, processing, governance, security, observability and trusted data products work together to support reliable AI at scale.

Jamal Zolhavarieh

6 days ago11 min read

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