Line Balancing Toolkit
Spreadsheet templates and calculators for assembly line balancing, takt time analysis, and workstation assignment.
Where industrial engineering meets software
Concepts you learned in class, turned into tools you can actually use—flow, capacity planning, quality, and the automation thinking that makes them stick. Every essay ships with a live simulator, not just a formula.
Spreadsheet templates and calculators for assembly line balancing, takt time analysis, and workstation assignment.
Plan production capacity across shifts and resources. Model bottlenecks before they hit the floor.
Every maintenance decision trades visible downtime today against uncertain failure tomorrow. The real opportunity is learning when your equipment—not the calendar—is asking for intervention.
The day every butter vendor ran dry taught me what safety stock really protects against. It isn't high demand—it's uncertainty. Here is the math that turns that lesson into a number.
WIP = Throughput × Flow Time is simple. Defining the system—and knowing what the equation cannot tell you—is where the real industrial engineering begins.