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Research questions and early prototypes inside OneCount. None of the work below is presented as available, promised for release, or able to act without human review.

Research question

Voice-driven counting

Could spoken quantities make a count easier while keeping every match and entry ready for human confirmation? This is not an available feature.

Prototype

Shelf vision

We are testing whether a photo can help draft a shelf count for a person to check. The prototype is not part of the released product.

Research question

Ordering assistance

Could reviewed sales and count records help a manager prepare an order draft? No released feature creates or sends an order this way.

Research question

Back-office review

Could invoice and credit records be gathered into a clearer review queue? This research does not reconcile accounts or act on a venue's behalf.

Start with the operator problem.

Tell us where current tools slow the work down or hide important context. A research question is not a shipping commitment, and a prototype is not a released feature.