ChatGPT and LLMs for Supply Chain Management: 7 Use Cases That Work in Production
Seven LLM use cases I have deployed in logistics operations since 2023, what each delivers, and the three places where the model is the wrong tool.
Samir Saci
Warehouse Operations Explained: Inbound, Storage, Picking, Packing and Shipping
The five warehouse processes from inbound dock to outbound dock, the KPI and the lever for each, with a short explainer video and the Python case study behind it.
Warehouse Layout Design: How to Size a Warehouse Before You Sign the Lease
How to design a warehouse layout and count its pallet locations before signing the lease: measure what the plan omits, cut the floor into cells, buffer in one direction.
Supply Chain Planning Explained: Demand, Supply, S&OP and Where the Plan Breaks
The four planning functions between a forecast and a factory order, the two variabilities the plan must absorb, and why plans break between the desks.
What Does a Supply Chain Analyst Do? Skills, Tools and the Portfolio That Gets You Hired
What a supply chain analyst does in a normal week, the four kinds of question the job answers, the tools that matter, and the three-project portfolio that gets you hired.
AI in Logistics: Where It Works Today, and the Three Places It Does Not
Four AI automations running in real logistics operations, what each replaced, the three reasons most logistics AI projects are cancelled, and the order to build in.
Linear Programming in Supply Chain Management: Five Problems and the Code to Solve Them
The three-part recipe every supply chain optimisation reduces to, and five problems solved with it in Python: network design, supply planning, workforce, budget and raw materials.
What is a Warehouse Management System? WMS Explained for Operations Teams
What a warehouse management system does between the docks, the five functions it owns, where it sits between ERP and TMS, and when a spreadsheet is honestly enough.
Automate Excel Reports with Python: The Four Patterns That Cover Most of the Work
Four patterns to automate the Excel reports an operations team rebuilds every week, from a double-click executable to a report that emails itself on Monday, with code for each.
Supply Chain Strategy: How to Turn One Sentence From the Owner Into a Model
A method for supply chain strategy that starts from what the owner says, finds the parameters inside it, connects them into one loop, replicates the business, then runs the scenarios.