AiOn use cases
Sizing a warehouse workforce still means a forecast, a calculator, and a spreadsheet. With AiOn, a few plain-language prompts turn your forecast and WMS data into a live tool that models and optimizes headcount against demand, day by day, with no code and no engineering.
The impact for you
AiOn lets you build almost anything your operation needs, with no code. Capacity Planning & Optimization is just one example: an interactive workforce planning app that turns your forecast and WMS data into a live view of headcount against demand, day by day. Whatever your data connects to, if there is a problem worth solving, you can build it and optimize it, one of the many things teams create with AiOn.
See it work
Watch the dashboard built and used, start to finish. (Demo scenario, XYZ Logistics.)
The Challenge
Sizing a warehouse workforce is one of the most consequential decisions in the operation, and one of the most manual. A forecast goes into a spreadsheet, headcount gets worked out by hand, and the model is slow to react when volume shifts. The cost of getting it wrong, overstaffed days and unplanned overtime, usually isn't visible until it has already been spent.
What We Built
Describe the tool you need in plain language and AiOn builds it, sharing progress as it works and refining on your feedback. Point it at your WMS data and it models real average performance per picker against your productivity targets and forecast. No code, no engineering.
What the dashboard does:
The Impact
With operational data layered into the AI analytics, long-term headcount and daily crewing decisions get sharper. Crews match the forecast day by day. Overtime is eliminated when it isn't needed and planned precisely when it is. And an overstaffed day becomes a chance to offer voluntary time off instead of a cost you simply absorb.
"I can be more precise with daily crewing, eliminating overtime when it isn't needed and managing it precisely when it is, and even offer voluntary time off, to save thousands of dollars a year in wages and benefits."
It is an interactive warehouse capacity planning and optimization dashboard you can build on OneTrack's AiOn platform. It takes your forecast and WMS data and turns them into a live tool that models and optimizes headcount against demand day by day, so instead of a static spreadsheet you get a working planner that reacts as volume shifts.
You describe the tool you need in plain language and AiOn builds it, sharing progress as it works and refining on your feedback. A few plain-language prompts turn your forecast and WMS data into a live planning tool, built with no code and no engineering.
It models headcount against forecasted volume day by day and shows instantly whether current headcount meets your daily target, turning short days red. You can adjust headcount, targets, or scheduled time off and watch the impact update live, and it surfaces exactly where overtime is needed and where capacity is spare.
AiOn is OneTrack's persistent intelligence layer: a single agent you talk to in plain language that connects across your data and builds the dashboards, apps, and automations you need. It is governed and secure, and it needs no code and no engineering, so building something like a capacity planner does not depend on a development team. You describe what you need, point it at your WMS data, and AiOn builds it, refining as you go.