🚦 Find the Bottleneck in Your Process

Everything takes too long and everyone blames a different part of the process. Build me a bottleneck analysis app. Define the stages a piece of work passes through, and for every item record the time it entered and left each stage, separating time actually being worked from time simply waiting. Show average and worst-case time per stage, the split between working and waiting, and the number of items queued at each stage over time, since a growing queue is what really identifies a constraint. Show throughput for the whole process and what it would become if a given stage were improved. Add an AI agent that reviews the data and states plainly which stage is the constraint, how much waiting time sits in front of it, what improving it by a realistic amount would do to overall throughput, and warns me where improving a non-constraint stage would change nothing at all. Automate two things: a scheduled weekly report on stage times and queues, and an alert when a queue at any stage grows beyond a threshold. Two logins: a stage owner who sees their own stage, and an operations owner who sees the whole flow.