Analytics & Data
6 posts in Analytics & Data.
Read-only to start · your LLM keys, no lock-in · SOC 2 Type II underway
Conversational Analytics: What Breaks When You Point an LLM at a Warehouse
The demo runs on five clean tables. Your warehouse has 480 and the margin column is called gm_amt_net_adj. The three failure modes, and what closes the gap.
Text-to-SQL Accuracy: Why the Benchmarks Do Not Predict Your Schema
Spider and BIRD report accuracy in the high 80s on 15-table databases. Your warehouse has 480 tables named by an ERP vendor. What actually drives accuracy, and how to measure yours.
Self-Service Analytics Failed for a Structural Reason
Adoption has sat at 15 to 25% of licensed users for fifteen years across every generation of tool. A metric that ignores fifteen years of product improvement is not limited by the product.
How to Tell When an AI Analytics Answer Is Wrong
AI analytics rarely hallucinates a fact. It computes a real number from the wrong data with full confidence. The six failure modes, and four checks that catch most of them in two minutes.
Decision Intelligence vs Business Intelligence: The Difference That Matters
BI tells you what happened and waits to be opened. The distinction that survives procurement is narrower: does the system close the loop, and can it prove the loop closed.
The Second Semantic Layer Is the Real Objection
Security and finance objections are answerable with documents. The one that kills the deal comes from whoever owns the warehouse, is rarely said out loud, and is usually correct. How a competing metric definition gets built by accident, and the structural fix.
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