Line Balancing Toolkit
ValidatingSpreadsheet templates and calculators for assembly line balancing, takt time analysis, and workstation assignment.
Where industrial engineering meets software
Ideas and tools for better operations
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.
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Capacity Planner
PlannedPlan production capacity across shifts and resources. Model bottlenecks before they hit the floor.
Latest from the Blog
Line Balancing: Why Enough Labor Can Still Miss Takt
A line can have enough total labor and still miss demand. Learn how takt, precedence, station loading, and parallel capacity turn work content into a feasible line design.
Predictive Maintenance: When Is the Right Time to Stop a Healthy Machine?
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.
Safety Stock: How Much Buffer Is Actually Enough?
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.