plumb

How to analyze data without knowing Python?

How to Analyze Data Without Knowing Python

Python is powerful, but you do not need it to analyze most business data. Excel, Power Query and pivot tables cover a lot of ground, and AI tools now handle the parts that used to require code, like cleaning large files, merging sources and spotting patterns.

Plumb is a privacy-first data platform. We think AI should do the tedious parts of analysis, like reading every row, spotting patterns and drafting charts, while you keep control of the questions and the conclusions. Every answer Plumb gives points back to the rows and columns it came from, so you can check the work instead of taking it on faith.

How Plumb helps: No-code analysis

Plumb gives you analysis that would normally need Python (cleaning big files, joining sources, statistical checks and charting) through plain-English requests. You see the result and the steps it took, without writing or maintaining code.

How It Works

Choose a no-code path based on your task.

  1. Summaries and breakdowns: pivot tables in Excel or Google Sheets.
  2. Cleaning and combining files: Power Query in Excel (Get & Transform).
  3. Lookups between tables: XLOOKUP, or Merge Queries in Power Query.
  4. Dashboards: a no-code BI tool connected to your files.
  5. Cleaning, analysis and charts together, by asking questions: an AI data analyst like Plumb.

Where This Helps

Business owners

Track sales and costs without learning to code.

Analysts in Excel

Handle files and tasks that have outgrown formulas.

Students and career changers

Get results now while learning the concepts behind them.

early access

Try Plumb in early access

Plumb is in early access. Join the waitlist on tryplumb.pro to get an invite. Early access covers Excel (.xlsx), CSV and JSON files, and we are adding more sources as people ask for them. Your files are processed privately and are never used to train models.

Skip the code, keep the rigor

Now you have a repeatable way to do it, by hand or with Plumb. Join the waitlist and tell us what your data looks like; we read every reply.

Join the waitlist