AI Stock Counting & Shelf Checks
Assess whether camera images can support counting or stock-presence checks in your environment.
The opportunity
Counting items or checking whether a position is occupied can become a recurring drain on staff time. Cameras may already capture the area, but useful automation depends on what is actually visible and how consistently it can be seen.
Voxd assesses counting or presence checks against your layout, products and image conditions. We measure the quality of the result before recommending integration. Where the approach is useful, findings can support a review or replenishment workflow with the limits understood.
Identify checks where a visual first pass can prepare useful information for staff.
Define exactly what is being counted or detected and evaluate it consistently.
What we deliver
Assess camera position, visibility and representative stock conditions.
Test the agreed objects or locations and measure errors across realistic examples.
Define how results, uncertainty and exceptions should reach the responsible team.
Why Voxd
Voxd brings AI development, workflow automation and custom software together. We can build the review interface, connect the result to an existing system and design how uncertain cases reach a person.
We begin with feasibility because different visual tasks have very different requirements. You get a way to test the opportunity before committing to a larger deployment, with a decision based on your images and operating conditions.
How we work
We agree what should be detected, what acceptable variation looks like and the practical consequences of a missed detection or false alarm.
We review camera setup, image quality and examples of both normal and difficult conditions. Gaps in the sample are identified early.
We evaluate detection quality and the review workload against agreed criteria, including examples outside the easiest cases.
If the pilot supports proceeding, we integrate the findings into a working process with human review, ownership and ongoing performance checks.
Before you get started
Visibility is a fundamental constraint. We assess whether the capture setup supports the required count or whether a different method is needed.
Not by itself. It can provide a visual input to an agreed process, with reconciliation and business records handled appropriately.
Show us the layout, the items and the result you need to trust.
Deliver findings in a form that can support review, investigation or an agreed stock workflow.