FA IRIS: Win Every Shelf withAI-PoweredRetail Intelligence
IRIS is an AI image recognitionsoftware equipped with computer vision retail analytics. From planogram compliance and digital shelf monitoring to promotion execution and competitor tracking, it ensures every retail gap is flagged, every SKU is visible, and every shelf drives growth - before opportunities are lost.
32
+
8
.9mn
190
K
75
K
$
23
.6bn
Proven Outcome withFAi IRIS
100
%
In-store Execution Visibility
25
%
Better Planogram Compliance
30
%
Faster Gap Resolution
Business Benefits ofAI Shelf Image Recognition Software
The true value of shelf intelligence lies in turning images into actions, and actions into sales. IRIS ensures every photo translates into compliance, availability, and competitive advantage.
Stronger Compliance
Faster Availability
Competitive Edge
Smarter Promotions
Higher Revenue
Core Features ofIRISAI Image Recognitionfor Retail Execution
IRIS brings together AI shelf recognition, digital shelf monitoring, and retail execution software to deliver real-time visibility and faster in-store decisions.
AI Shelf Intelligence
Captures shelf photos and converts them into structured insights. Detect gaps, misplaced SKUs, and compliance errors using computer vision retail analytics. Drive field merchandising accuracy via shelf image recognition software across categories, layouts, and store formats.
Planogram Compliance
Automates compliance checks to reduce manual audits and delays. IRIS detects deviations from ideal layouts via real time retail analytics, verifies promotion execution, and fulfills priority SKU placement by equipping managers with compliance dashboards for proactive actions.
Retail Shelf Analytics
Digital shelf analytics software transforms shelf photos into actionable insights. IRIS delivers retail competitive intelligence, flags out-of-stocks in real time for faster replenishment. It provides granular analytics by store, region, SKU, and category to drive smarter trade decisions.
Task & Audit Automation
IRIS integrates with retail task management software to assign corrective actions instantly. It replaces manual retail audits with AI-driven workflows, prioritizes tasks by execution gaps and revenue potential, and provides accountability through shelf-linked retail audit software.
Real-Time Execution Tracking
Monitor in-store performance via shelf execution software linked to merchandising apps. IRIS tracks promotions, planogram compliance, and gaps, generates alerts for missed tasks, and provides leaders with real-time retail analytics for faster interventions and stronger execution.
Agentic AI that makes your next move smarter
Experience the difference when AI takes ownership of outcomes, delivering bird’s-eye market clarity for sharper execution.
Seamlessly integrates with every tool you trust
FieldAssist ties your everyday tools into one ecosystem - so operations run faster, smarter, and without any disruption.
Build a Connected Retail Execution Ecosystem
IRIS works best when it’s part of a unified ecosystem, linking shelf intelligence with distribution, analytics, and field execution.
Make Every Outlet Count For Growth with FieldAssist
The future belongs to brands that move faster, think smarter, and execute with absolute clarity.
Real Stories.
Real Transformation.
From digitizing distribution to optimizing market expansion, learn it all here.
Frequently Asked Questions
Image recognition for retail software uses AI to convert shelf photos into actionable insights. It helps brands automate planogram compliance, shelf monitoring, and in-store execution tracking.
- Detects misplaced or missing SKUs instantly.
- Validates promotion execution in real time.
- Flags stockouts for faster replenishment.
- Provides retail competitive intelligence by tracking competitor share of shelf.
Retail shelf monitoring is evolving from manual audits to AI-driven, real-time analytics. The trend is toward automation, precision, and predictive intelligence.
- AI shelf recognition is replacing manual checks.
- Digital shelf analytics software provides real-time store-level insights.
- Retail compliance software ensures accountability across outlets.
- Computer vision retail analytics connects execution data to sales outcomes.
IRIS ensures trade promotion execution by validating if must-sell SKUs and promotional displays are executed as planned in every outlet.
- Uses AI shelf recognition to verify placement and visibility.
- Flags non-compliant outlets in real time.
- Provides insights for faster corrective action.
- Links execution tracking with real-time retail analytics dashboards.
Businesses need IRIS because shelves decide sales. Up to 25% of sales are lost due to poor compliance and stockouts. IRIS ensures real-time visibility and corrective action.
- Boosts planogram compliance by 30%.
- Reduces corrective action time by 25%.
- Increases must-sell SKU visibility by 20%.
- Links shelf data with retail audit software for accountability.
Planogram compliance means ensuring store shelves match the layouts defined by brand guidelines. It matters because compliance directly impacts visibility, availability, and revenue.
- Ensures brand visibility and fair share of shelf.
- Reduces lost sales due to misplaced or missing SKUs.
- Supports ROI of trade promotions and campaigns.
- Provides measurable benchmarks for perfect store execution.