lab notes

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

Massive Datasets Are Built, Not Found

The goal of most successful digital businesses is to build a data pipeline, rather than build a product and capitalize on the 'exhaust'.

datasets data pipelines analytics agentic ai
ProcurePlus (Menacon)

Analytics Without Seeing the Data

Agentic AI transforms exploratory data analysis (EDA) into a continuous, partially invisible process, where understanding emerges through iteration rather than careful, manual inspection.

agentic ai data analytics machine learning codex
ProcurePlus (Menacon)

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

The Beginning of the Agent's Final Form

We have reached the beginning of the agent's final form, with three core components

agentic ai coding OpenClaw

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)