lab notes

short notes from work on agentic analytics, compounding datasets, and signal extraction across live systems.

Current Workflow for Data Analytics

Supercharging ML analytics with agentic AI for the 10x data analyst

agentic ai data analytics machine learning codex
ProcurePlus (Menacon) RegulatedPlants

Agentic EDA Is Still Bottlenecked By Framing

Agents can compress a lot of exploratory work, but they still fail when the problem frame is vague (no leading question), unstable, or loaded with hidden assumptions.

agentic ai eda workflows
Analyse (CEFR) RegulatedPlants ProcurePlus (Menacon)

Public Datasets Rarely Carry Product Weight

Public data is useful for prototypes, but repeated product use usually requires a private collection loop that compounds over time.

datasets data moat product
RegulatedPlants ProcurePlus (Menacon)