Practical guides on AI, automation and building software

Plain-English guides for business owners and developers: what things cost, how they work, and what we have learned building them. 114 articles and counting.

16 articles in Automation & Workflows

Automation & Workflows

Bulk Product Descriptions With AI: Python CSV Script and Costs

A Python pattern for turning a product CSV into hundreds of reviewed descriptions, with batch prices checked today and exact Shopify and WooCommerce import steps.

Oct 18, 2026 12 min read

Automation & Workflows

AI Invoice Data Extraction: Fields, Accuracy and Prices (2026)

Which invoice fields to extract, how OCR models and LLM vision compare, how to measure accuracy and check totals and tax, and what the main services charge.

Oct 18, 2026 12 min read

Automation & Workflows

AI Automation ROI: Formula, 3 Worked Examples and Payback

How to calculate the ROI of AI automation before you buy: the formula, a baseline method, three worked examples, payback, a sensitivity test and a copy-paste spreadsheet.

Oct 18, 2026 12 min read

Automation & Workflows

30 AI Automation Ideas for Small Business (With Tools and Effort)

Thirty practical AI automation ideas grouped by department, each with its trigger, the tools that can run it, the effort to set it up and the time it saves.

Oct 18, 2026 11 min read

Automation & Workflows

Google Sheets as a Database: When It Works and When It Breaks

Half the businesses we talk to run on a spreadsheet that became a database by accident. Here is when that stops working.

Sep 24, 2026 5 min read

Automation & Workflows

Automated Reporting: How to Replace the Monday Spreadsheet

Someone spends every Monday morning copying numbers between tabs. That job can be done by a machine, and done more accurately.

Sep 24, 2026 5 min read

Automation & Workflows

Is Web Scraping Legal? A Practical Guide for Businesses

The honest answer is: it depends on what you scrape, how, and what you do with it afterwards. Here is what it depends on.

Sep 24, 2026 5 min read

Automation & Workflows

Email Automation for Small Business

A plain guide to email automation for small business: which flows to build first, how they work, common mistakes, and how to keep them healthy.

Jul 4, 2026 7 min read

Automation & Workflows

How to Automate Data Entry

A practical guide to automating data entry in 2026, from simple form to database flows to OCR and full pipelines, with the checks that keep data clean.

Jul 4, 2026 7 min read

Automation & Workflows

Invoice Automation for Small Business

A clear guide to invoice automation for a small business in 2026, covering what to automate, the tools, both sending and paying, and how to start safely.

Jul 4, 2026 7 min read

Automation & Workflows