Here is a concrete example of what MessyData does.

This fictional input contains copied expense notes with inconsistent dates, separators and a missing amount.

MessyData turns the pasted text into a table, highlights points to check, and exports it as CSV.

messydata.app

2/ MessyData is built around a simple workflow:

paste messy text → infer structure → review the result → export cleaner data

Although AI can’t magically fix everything, it can be used to make the first pass faster.

Starting to build more openly around AI Innovation Design Lab.

Focus: practical AI products, prototypes, and workflow tools.

First live tool: MessyData, for turning messy pasted text into cleaner structured data.

I’ll share what gets built, what works, what breaks, and where AI actually helps.