--- title: "On-shelf availability & replenishment | Fortune AI" description: "Match shelf gaps with item, inventory and display records. Notify the floor lead, assign replenishment and verify the shelf after the task." canonical: https://www.fortuneai.app/industries/retail-operations/applications/on-shelf-availability/ language: en --- [Retail analytics](https://www.fortuneai.app/industries/retail-operations/) [Overview](https://www.fortuneai.app/industries/retail-operations/)[Applications](https://www.fortuneai.app/industries/retail-operations/applications/)[How it works](https://www.fortuneai.app/industries/retail-operations/workflow/)[Application stories](https://www.fortuneai.app/industries/retail-operations/stories/)[Buyer FAQ](https://www.fortuneai.app/industries/retail-operations/faq/) [Industries](https://www.fortuneai.app/industries/) / [Retail analytics](https://www.fortuneai.app/industries/retail-operations/) / On-shelf availability & replenishment Retail analytics # On-shelf availability & replenishment Match shelf gaps with item, inventory and display records. Notify the floor lead, assign replenishment and verify the shelf after the task.  [Open full image](https://www.fortuneai.app/assets/deck-capabilities-20261103/retail-on-shelf-availability-60a14a394479.webp) The result to verify ## Shelf-gap duration, replenishment completion and display compliance Responsible team Floor lead and replenishment associate [See the application story](https://www.fortuneai.app/industries/retail-operations/stories/on-shelf-availability/) 01 ## Check the event Records: POS item references, inventory, display plans and replenishment tasks. Physical evidence: Empty shelf facings, priority bays and completed refills. 02 ## Assign & close Refill the matched item or correct the display, then re-check the bay 03 ## Improve the next operation Shelf-gap duration, replenishment completion and display compliance ## A practical question ### Can retail AI reduce on-shelf stockouts? Fortune AI connects visible shelf gaps to authorized item and inventory records, routes a refill task to the floor team and checks the shelf after completion. Review gap duration and replenishment performance by store and period. [All questions for this industry](https://www.fortuneai.app/industries/retail-operations/faq/) Inside the platform ## From a rule to a completed result Respond to today’s event and improve the next operation. Keep the rule, evidence, owner and result connected. ### Build a rule in plain language Describe the operating goal. Review the cameras, data, threshold and responsible team before enabling the rule. [See the workflow](https://www.fortuneai.app/industries/retail-operations/workflow/configure/) ### Route a verified event to its owner Connect the event, supporting evidence and next action. Track acknowledgement, due time, escalation and completion in the same record. [See the workflow](https://www.fortuneai.app/industries/retail-operations/workflow/respond/) ### Turn evidence into reports and next actions Ask a question or schedule a report. Receive cited findings, an action plan for approval and a comparison of the resulting business outcome. [See the workflow](https://www.fortuneai.app/industries/retail-operations/workflow/report/) Fortune AI ## Bring one operating question See your records, the relevant scene and an accountable next action in one review. [Request a demo](https://www.fortuneai.app/book/)