Design Once. Automate Forever.
AI + KNIME for Retail Sales Reporting
Do you ever find yourself manually reshaping the same messy sales data every week — just to build a report?
In this week’s Data Wrangling 101 video, I explore a better way.
Using AI, I start with raw retail transaction data and design a reporting-friendly schema. Then I use KNIME to automate the transformation — so it runs on its own, every time new data arrives.
In this video, you'll learn:
How to use ChatGPT to design a smarter reporting model
How to build a weekly sales summary table
How to automate the transformation in KNIME — no code needed
Why this approach can save hours of repetitive work
Watch the full walkthrough →
This kind of hybrid thinking — where AI helps design and KNIME automates — is what I coach aspiring analysts and data professionals to do.
If that sounds like something you want to learn, let’s connect.
—Sundar Nadimpalli