Automate your manual tasks
32 case studies from my own projects: AI workflow automation and reporting, and Python for everyday productivity.
Most of the automation on this blog started with a task I was tired of doing by hand: a weekly report rebuilt in Excel, a deck updated slide by slide, orders typed into SAP one at a time. Each case study takes one of these tasks and automates it with Python, n8n or an AI agent, with the code.
Pick your area. Read two or three case studies, then take the n8n quiz in the Supply Science app to check what you keep.
🤖 AI Workflow Automation & Reporting21 case studies
Agents, n8n workflows and LLMs deployed in real operations, and the reports they feed.
Leveraging LLMs with LangChain for Supply Chain Analytics — A Control Tower Powered by GPT
The AI Was the Easy Part: What is a Forward Deployed Engineer for Supply Chain?
4 Smart Visualizations for Supply Chain Descriptive Analytics⚡ Productivity11 case studies
Excel reports, slides, emails and videos generated by Python instead of by hand.
Automate PowerPoint Slides Creation with Python
Optimize Workforce Planning using Linear Programming with Python
Build Excel Automation Tools with Python