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Jio Commerce Platform

JCP AutRi

Connect shelf observations to store action.

JCP AutRi combines robotic shelf scanning with computer vision to identify stock gaps, pricing issues and planogram deviations. Turn shelf observations into prioritized store interventions and review the result on a later scanning pass.

Part of the JCP portfolioShared Capabilities
Illustrative shelf intervention

Observe, act and check again

  1. Scan the aisle
  2. Identify a deviation
  3. Route store action
  4. Verify on next pass
The next stepShelf observations lead into a location-specific intervention and follow-up.
Illustrative workflow
For the teams behind the work
  • Large-format retail operations
  • Store execution teams
  • Merchandising and shelf-compliance teams

Physical AI for retail shelves

An empty position needs an actionable response.

Finding a shelf gap is only the first step. Someone needs to know where it is, understand the issue and take the right action. AutRi connects aisle scanning with shelf-state analysis and intervention routing through JCP StoreOps. A subsequent pass can check whether the observed issue has changed, linking detection and store execution in an ongoing operational cycle.

Inside JCP AutRi

What you can do.

01 / Capability

Robotic shelf observation

Capture shelf imagery through scheduled or ongoing robot patrols. The observation workflow provides repeated views of the selected aisles and shelf positions for the computer-vision analysis that follows.

Explore your use case

Product and pricing checks

Use computer vision to identify products and infer shelf conditions, including missing or misplaced items. Pricing audits compare shelf information with the master price list used for the configured workflow.

Planogram deviation analysis

Compare observed shelf conditions with the intended planogram. Deviation mapping, aisle-level views and historical trends help merchandising and operations teams examine recurring shelf-execution problems.

Intervention and verification

Prioritize detected deviations and route contextual interventions through JCP StoreOps. Give associates the aisle, shelf position and required action, then use a later observation to check the resulting shelf state.

The product in practice

How it works.

Follow the decisions and handoffs that bring JCP AutRi into your operation.

  1. 01

    Observe the shelf

    Run the configured patrol across the relevant store areas. Capture the shelf imagery needed to assess product presence, placement, displayed prices and compliance with the intended arrangement.

  2. 02

    Turn deviations into work

    Analyze the observations and prioritize issues for store action. Route the contextual intervention to associates through StoreOps so the task points to a specific location and observed problem.

  3. 03

    Check the next observation

    Review the shelf on a subsequent pass. Use the updated state and historical pattern to distinguish a resolved issue from one that recurs or needs further operational investigation.

In your working day

Where it fits.

Start with the situation your team needs to address. Then map the capabilities and connections around it.

Find grocery shelf gaps

Identify missing products in scanned grocery aisles and send the relevant location context into the store intervention workflow for associate follow-up.

Review displayed prices

Compare observed shelf pricing with the master price information and route potential discrepancies to the team responsible for checking and correcting them.

Investigate recurring planogram issues

Use deviation maps and historical trends to examine shelves or zones that repeatedly differ from the intended arrangement, then coordinate a focused store response.

A little more detail

Your questions, answered.

Explore what JCP AutRi could mean for your team.

Ask our team
What does a store associate receive?

AutRi's intervention workflow connects to JCP StoreOps. The task can carry the observed issue, aisle or shelf location and required action, giving the associate context for checking the finding and responding.

Does a detected gap mean stock is unavailable everywhere?

A shelf observation describes the visible selling position. It does not by itself establish the stock held elsewhere in the store or network. Associates should use the relevant inventory and operational context when deciding how to resolve it.

Can every store use the same scanning setup?

Deployment needs to account for store layout, fixtures, product visibility, operating conditions and the required coverage. Agree the observation scope and validate the workflow in the intended environment before extending it to more locations.

Your next step

Bring your workflow.
Let’s build from there.

Talk through JCP AutRi, your existing systems and the scope that fits your business.

Talk to our team