Hello, I’m Samir Saci! This cheat sheet includes 75+ complete case studies solving a business or operational issue with analytics or automation solutions published in Towards Data Science.

Articles are grouped into seven categories (click on the links to jump)

🍃 : Supply Chain Sustainability 🧑‍💼 : Data Analytics for Business Strategy 🚚 : Logistics Performance Improvement 🏭 : Supply Chain Optimization

📈: Visualization & Reporting 🧠: Generative AI 🤖: Automate Tasks 📱: Supply Chain Analytics Apps

I share the source code with dummy data on my GitHub.

For Business Inquiries, 👉👉 Let’s connect on Linkedin!

Updates: 23/09/2025

• The video presenting the cheat reached 65k views! Don’t hesitate to check it to learn more: https://www.youtube.com/watch?v=z91QjL2IlrA
• 🎱 n8n templates using GenAI to automate supply chain workflows can be found here

🧠 AI Workflows and Agents with LangGraph, MCP Servers and FastAPI

Articles about LLMs used to automate analytics tasks and improve user experience with agents

• 🚚 How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimisation Agent
• 💵 How to Build an AI Budget-Planning Optimiser for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n
• 🏭 AI Agents for Supply Chain Optimisation: Production Planning
• 🗼 Leveraging LLMs for Supply Chain Analytics — A Control Tower Powered by GPT
• 🔤 Create GPTs to Automate Supply Chain Analytics

🧑‍💼 Business Strategy

5 articles about the potential of data analytics in supporting business strategic decision-making

• 🗂️ Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability?
• 💵 Business Planning with Python — Inventory and Cash Flow Management
• 📉 Business Planning with Python — Revenue Optimisation