Retail / CPG
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Computer vision that detects out-of-stocks, verifies planograms, and routes dollar-ranked tasks to your store teams before the sale is lost.
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They miss phantom inventory, planogram violations, and out-of-stocks in low-traffic sections. Manual audits sample a fraction of shelves. Image recognition finds 50-200% more gaps than traditional scanning methods. The gaps you are not finding today are the ones costing you the most.
Computer vision detects out-of-stocks, planogram violations, misplaced items, and pricing errors across your entire store network. No manual audits. No sampling.
Every issue is ranked by revenue impact and aligned with active promotions and available inventory. Your teams fix the highest-value problems first.
When the system says “in stock” but the shelf is empty, replenishment never triggers. Store Intelligence finds what conventional inventory systems cannot see.
Turn store execution data into a revenue stream. CPG brands get real-time availability, share of shelf, and compliance reporting through structured collaboration programs.
Data lakes, legacy systems, cloud DBs
Agents normalize and prepare
Agents map entities and relationships
Clean, contextualized, and governed
Store Intelligence is adding AI assistants that go beyond detection, diagnosing root causes and recommending actions.
Continuous monitoring across all store execution dimensions. Detects patterns across OSA, compliance, and labor allocation; surfaces prioritized recommendations for store operations leaders.
Connects assortment optimization, space planning, and computer vision to close the gap between planned shelf strategy and actual store-level execution.
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Manual audits cover a fraction of products on a sample basis. Computer vision scans every product position. Retailers using image recognition typically find 50-200% more gaps than traditional methods.
Phantom inventory means the system shows “in stock” but the shelf is empty, so replenishment never triggers. Computer vision sees the actual shelf, compares it to system records, and flags the mismatch. One customer found 15% of out-of-stocks were phantom.
Yes. Retailers share shelf-level execution data with CPG partners through structured collaboration programs. CPGs gain real-time visibility into in-store execution. Retailers generate incremental revenue.
Mobile capture (smartphones), ISG camera systems, and third-party robotic platforms. No store WiFi or fixed infrastructure required for mobile capture.
