Start a sprint

72-hour Python tool sprint

Turn one repetitive business workflow into a working internal tool.

For small teams stuck with spreadsheets, reports, CSVs, invoices and manual admin. I build the smallest useful tool to make one annoying workflow faster.

Start a £100 tool sprint See example workflows

Current offer

£100 case-study sprint

I’m taking on a small number of tightly scoped builds while creating case studies and testimonials.

  • One small internal tool
  • Built around one repeated workflow
  • Simple setup instructions
  • One round of small fixes

Most small teams do not need a huge software project.

They need the spreadsheet cleaned automatically. The weekly report generated properly. The CSV checked before it causes problems. The admin task that keeps stealing time turned into a simple tool.

What I build

Small tools for boring, repeated work.

Spreadsheet cleanup tools

Upload messy CSV or Excel files and get cleaned, structured output ready for reporting.

Report generators

Turn weekly spreadsheet updates into summaries, charts and client-ready reports.

Admin checkers

Upload invoices, forms or lists and automatically flag missing fields, duplicate entries, deadlines or exceptions.

Simple dashboards

Replace opening five files by hand with a small dashboard showing the numbers that matter.

Good fits

  • Cleaning the same spreadsheet every week
  • Producing the same report every month
  • Checking invoices, forms or lists manually
  • Copying data between systems
  • Turning raw exports into something readable

Bad fits

  • Full SaaS platforms
  • Mobile apps
  • Complex marketplaces
  • Vague “AI transformation” projects
  • Anything needing months of discovery

Process

How the sprint works

1

Send the workflow

You describe the repeated task and share example files if needed.

2

I confirm the scope

If it fits a 72-hour sprint, I’ll say yes. If it is too large, I’ll say so.

3

You pay the case-study price

The current limited sprint price is £100.

4

I build the tool

I build the smallest useful version that solves the workflow.

5

You test it

You try it on real data and send one round of feedback.

Example workflow

Weekly report cleaner

A small team exports a messy CSV every Friday, manually cleans the columns, calculates totals and writes the same summary for a client.

Output

  • Cleaned table
  • Duplicates flagged
  • Missing values found
  • Totals calculated
  • Summary generated

Processed 142 rows. Found 7 missing values, 3 duplicate entries and 5 overdue items. Generated a clean report ready to send.

Start here

Send me one annoying workflow.

Tell me what your team keeps repeating. I’ll reply with whether it fits a 72-hour sprint.

Start a £100 tool sprint

You do not pay until I confirm the workflow fits the sprint.