AI Image Recognition for In-Store Execution

AI Native IR for
Brand-Led Retail Execution

Assign shelf, display and product-availability tasks directly through your retailer app. Retailers complete the task, submit a store image and receive the configured points, cashback, coupon or benefit only after SCAI Vision verifies the execution.

3 Clicks
Self Serve Setup
98%+
SKU Accuracy
3s Scan
Capture to Insight
3x Lower
image processing cost
SCAI Vision shelf scan
Built for Enterprise Scale

Trusted by World’s Leading Sales Teams

From global CPG leaders to India's fastest-growing brands, teams run their route-to-market on SalesCode.

3M+
Active Users
25+
Countries
1B+
Monthly Transactions
85+
Top CPG Brands
Where Traditional IR Falls Short

Why Traditional IR Falls Short in eB2B

Rural demand is outrunning urban demand, but routes are longer, outlets are scattered, connectivity is unreliable and stockists drive the last mile. Rural sales needs an SFA built for this reality.

30%+
Retailer task submissions often require manual review due to unclear, incomplete, or inconsistent images.
2–5 Days
Average delay in Manual verification can delay cashback, points, coupons, or wallet credits by several days.
20% +
Of submissions have
Unclear, incomplete, or duplicate submissions often require correction or resubmission.
HOW IT WORKS

How SCAI Vision Verifies a Shelf and Triggers a Reward

Each campaign follows four steps within the eB2B workflow, from defining the shelf criteria to recording compliance and initiating the configured retailer reward.

01

Define your criteria

Set the campaign’s compliance thresholds and reward rules for availability, share of shelf, planogram or display compliance. Launch the configured campaign within the eB2B app.

02

Retailers scan the shelf

A participating retailer opens the campaign in the eB2B app and scans the shelf. SCAI Vision evaluates the products in the submitted image against the campaign criteria.

03

The scan is checked against the criteria

The submitted scan is evaluated against the defined threshold. Where configured, duplicate and submission checks are applied before the scan is recorded as meeting the campaign criteria.

04

The configured reward is initiated

When the submitted scan meets the campaign criteria, the configured coupon, cashback or reward credit can be initiated through the retailer’s eB2B wallet workflow.

Brand Benefits of AI Native IR

Scale Retail Execution with Greater Control

SCAI Vision gives brands consistent outlet-level visibility, reduces manual verification and helps track product availability, displays and campaign execution across the retailer network.

Untargeted vs targeted promotions illustration
SIX CHECKS, ANY OF WHICH CAN TRIGGER A REWARD

Choose the Retail Execution Checks for Each Campaign

Configure each campaign around the shelf and display conditions that matter to the brand, product or outlet group. The page currently presents six available checks.

A shelf row with one product tile marked out of stock and others in stock

Product Availability and Out-of-Stock Checks

Checks whether the selected stock keeping units are visible in the submitted shelf image. Product availability can be configured as one of the campaign’s reward criteria.

A horizontal bar comparison of a brand’s facings vs. two competitors

Share of Shelf

Measures the brand’s visible facings and shelf position in the submitted image. The result can be compared with the campaign’s defined share-of-shelf threshold.

A planned shelf layout next to an actual layout with a highlighted deviation

Planogram Compliance

Compares the submitted shelf image with the layout criteria configured for the campaign and records whether the required arrangement is present

A magnifying glass over a rival product pack with a price tag

Competitor Detection

Identifies configured competitor products visible in the submitted image. Any reporting on competitor launches, prices or market activity should be included only where those capabilities are confirmed.

A shield with a verified checkmark over a shelf photo, and a flagged duplicate thumbnail

Duplicate and Submission Checks

Checks submitted images for the configured duplicate or submission conditions before the campaign workflow records the scan as eligible.

A branded shelf strip, a cooler wrap and a promo banner, each with a status badge

POSM Compliance

Confirms branded coolers, display strips, and promotional setups are in place, so merchandising rewards only go to outlets that actually installed them.

INSIDE YOUR CAMPAIGN

A Recorded Compliance Result for Each Submitted Shelf Scan

A retailer opens the relevant campaign in the eB2B app and submits a shelf, cooler or display scan. SCAI Vision evaluates the image against the campaign criteria and records the result for that outlet. When the criteria are met, the configured retailer-reward workflow can be initiated through the eB2B programme.

Your own criteriaReal-time scoringShare-of-shelf checksAutomated wallet creditFull campaign visibility
Phone mockup (~4:5) listing live campaigns, transitioning into a reward-credited confirmation
PRODUCTION-GRADE ACCURACY

SCAI Vision Recognition and Detection Performance

95%+
SKU recognition accuracy, validated across 14+ kirana stores
≥90%
Out-of-stock detection precision
≤3%
False positive rate in production
≤0.5%
Hallucinated SKU rate
PROVEN ON THE eB2B PLATFORM

Related eB2B Platform Results

Shelf Availability Verification

SCAI Vision evaluates the submitted shelf image against the products selected for the campaign. It records whether the required stock keeping units are visible and whether the scan meets the defined product-availability criteria.

6
Configurable retail execution checks

Share of Shelf and Planogram Checks

Evaluate visible facings, shelf position and product arrangement against the criteria configured for the campaign. This helps sales and trade teams review execution consistently across participating outlets.

4-step
Scan-to-compliance workflow

Compliance-Linked Retailer Rewards

When a submitted shelf scan meets the configured criteria, the result is recorded against the outlet and the related retailer-reward workflow can be initiated through the eB2B programme..

1 scan
One recorded compliance result
Frequently Asked Questions

Questions About SCAI Vision for eB2B

AI Native IR for eB2B allows retailers to scan their own shelves through the eB2B app to verify trade promotion and merchandising execution.
The brand defines the campaign criteria, such as product availability, share of shelf, planogram or display compliance. The retailer scans the shelf, SCAI Vision verifies the execution, and the configured reward is released only when the required criteria are met.
This allows brands to verify execution before rewarding retailers, without requiring a rep or merchandiser to visit every outlet.
The retailer first submits a shelf scan through the eB2B app. SCAI Vision checks the image against the campaign’s defined execution criteria.
Only when the scan meets the required threshold is the coupon, cashback or wallet credit initiated.
This means trade spend follows verified execution, with each reward linked to an outlet-level compliance record.
The platform applies duplicate and submission checks before a scan becomes eligible for a reward.
It screens for repeated images, duplicate submissions and unclear or incomplete scans, helping ensure rewards are linked to genuine execution rather than recycled submissions.
Yes. SCAI Vision is designed to recognise products in general trade conditions, including cluttered shelves, mixed packs, sachets and pouches.
Retailers can capture images using their own phones without requiring a trained merchandiser or a highly controlled store environment.
This makes image recognition practical across kirana and general trade outlets at scale.
Yes. Each campaign can have its own execution criteria, passing threshold and reward.
Brands can configure checks such as availability, share of shelf, planogram compliance, competitor presence or POSM compliance and define the coupon, cashback or wallet credit triggered when those conditions are met.
This allows different campaigns to be configured for different brands, products and outlet groups.

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