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RepublicOfData.io intelligence

Evidence before opinion.

Market intelligence, hands-on investigations, independent analysis, and practical resources for people who build, manage, and scale data platforms.

Market shifts, hands-on experiments, and independent analysis, published when the work is ready.

Latest intelligence

Analysis

Your Semantic Layer Alone Is Not Ready for Agentic Analytics

Classic analytics needs definitions. Conversational analytics needs a human in the loop. Agentic analytics needs decision fitness: the definitions, assumptions, owners, constraints, provenance, and stop conditions that tell an agent when a number is safe to act on.

Practical resource

Improving Accuracy and Trust in Agentic Analytics

Semantic layers improve accuracy. Semantic lineage earns trust. Cube held an event this week and a lot of emphasis was on agentic analytics. One session that stood out for me

Practical resource

The Newsroom I Built on Top of My Data Pipeline

The Data Report is my weekly roundup of what's moving in the data practitioner's market. What vendors are shipping, what practitioners are arguing about, what'

Investigation

Data Stack Tools Are Shipping Their Own Agent Context. I Tested Dagster's.

Tools in the data stack have always shipped docs, examples, and best practices. What’s changing is the packaging. Dagster, for one, now ships a Claude Code plugin with four

The 7 Layers of Market Intelligence in a Box Agentic Data Fusion for Market Intelligence How AI Agents Assemble the Climate Narratives Report Exploring the Climate Resilience Data Platform: A Survey of Its Assets Orchestrating an AI Agent Prototype with Hex, Dagster, and LangChain 🤖 Unleashing Investigative Reporter AI Agents across a Data Platform: A Prototype Running a data mining operation using AI agents with Dagster and LangChain frameworks The Geography of Climate Discourses

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Market shifts, hands-on experiments, and independent analysis for data-platform owners, published when the work is ready.