RAG Can't Count: Why Retrieval Fails on Regulated Data
RAG is brilliant at finding text and useless for the numbers a regulated business has to defend. Here is the line, and what works on the other side of it.
30 Jun 20265 min read
AI & Data Readiness
Why AI projects fail without good data, data pipelines, governance as AI prerequisite
3 guides
In-depth guides
Stop Throwing Data at the Model: Determinism Over Hope
The industry default is to throw data at a model and hope for a reliable answer. The alternative is older and duller: deterministic processing over structured data, with AI doing only the parts it is genuinely good at.
30 Jun 20265 min read
Why Your AI Initiative Is Failing (It Is Not the Model, It Is the Data)
Most stalled AI pilots do not have a model problem. They have a data problem. Here is what AI-ready data actually means, and how to build it.
26 May 20268 min read
See Integrius in action
Governed data products. Enterprise search as a byproduct. No six-month implementation.