4 weeks · Intermediate

AI-native data fluency

A plan for builders who want to investigate data with an AI agent and reach a defensible answer, not just run a query.

Built for

Engineers, analysts, PMs, and founders working with data

Sequence

Plan chapters

Chapter 1

Connect the tools and read the schema

Chapter 2

Find the drop and segment it

Chapter 3

Land a finding with a guardrail

Chapter 4

Write the report and a reusable skill

Outcomes

What you should be able to do

Frame a metric question into an investigation

Isolate a cause by segmenting

Write a finding backed by a number

Encode the analysis as a reusable skill

Use the preview as the map. Use Hatch for the reps.

Run a live loop, get a score, and see the next move.