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Quick Filters: Reset Generative AI Supply Chain
Found 551 verified outcomes
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Retail verified Verified

AI-Driven Workforce Scheduling

Manual scheduling by store managers is time-consuming and often biased. It fails to account for granular demand spikes (e.g., a delivery arriving), leading to understaffing (lost sales) or overstaffing (wasted wage budget). Employees resented the…

domain Legion Technologies public Global
Key Outcome 95% forecast accuracy for labor demand Primary Impact View Case
Retail verified Verified

Circular Economy / Re-Commerce Platform

Brands were losing control of their products in the secondhand market. Third-party marketplaces captured the revenue and customer data. Furthermore, managing the reverse logistics of accepting, cleaning, and photographing individual used items is operationally distinct…

domain Trove public Global
Key Outcome Extension of product life by ~2.2 years avg Primary Impact View Case
Grocery Retail verified Verified

Smart Cart (AI-Enabled Shopping Cart)

Deploying full store autonomy (ceiling cameras) is too expensive for low-margin grocery stores. However, customers still hate checkout lines. Retailers needed a way to offer frictionless checkout that was plug-and-play.

domain Instacart (Caper) public Global
Key Outcome Deployment of thousands of carts Primary Impact View Case
Retail verified Verified

Computer Vision for Loss Prevention (Self-Checkout)

Self-checkout terminals rely on the honor system. Malicious actors exploit this by 'fake scanning' items or swapping barcodes. Honest customers often accidentally miss scans. Traditional weight scales were too sensitive and caused frustrating 'unexpected item…

domain Everseen / Zebra public Global
Key Outcome Intervention in >1,000 incidents per week per store Primary Impact View Case
Luxury Retail verified Verified

Social Retail Store (WeChat Mini Program)

Luxury retail struggled to connect with digital-native Chinese consumers who demand interactive, mobile-first experiences. Traditional brick-and-mortar felt static and disconnected from the vibrant social media ecosystem (WeChat) where these consumers lived.

domain Tencent public Global
Key Outcome Gamification of physical store journey Primary Impact View Case
Grocery Retail verified Verified

Digital Shelf Edge Labels (ESL) & Cloud Edge

Changing paper price tags weekly is labor-intensive and prone to pricing errors. Furthermore, with the rise of online grocery pickup, staff wasted time searching for items on crowded shelves, slowing down fulfillment.

domain Microsoft Azure / Internal public Global
Key Outcome Installation of millions of digital tags Primary Impact View Case
Retail verified Verified

Exoskeletons for Staff Safety

Retail employees in home improvement continuously lift heavy boxes (cement, tiles), leading to high rates of musculoskeletal injuries and fatigue. This results in workers' comp claims, absenteeism, and lower productivity.

domain Virginia Tech / Levitate public Global
Key Outcome Reduction in metabolic energy use by ~10-15% Primary Impact View Case
Retail verified Verified

Augmented Reality (AR) Virtual Try-On

Testing makeup is messy, unhygienic, and time-consuming. In e-commerce, the inability to try products leads to high return rates. The retailer needed a way to let users 'try' hundreds of shades in seconds without using…

domain Modiface (L'Oreal) / Internal public Global
Key Outcome Scanning of >100 facial landmarks Primary Impact View Case
Grocery Retail verified Verified

Automated Warehouse Grid (The Hive)

Online grocery picking is notoriously inefficient due to the variety of item shapes and temperature requirements. Human pickers walking aisles cannot achieve the pick-rates needed to make the unit economics work given the low margin…

domain Ocado Smart Platform (Internal) public Global
Key Outcome Coordination of >1,000 robots per grid Primary Impact View Case
Retail verified Verified

Instant Self-Checkout via RFID

Traditional self-checkout requires customers to find the barcode on each item and scan it individually. This is slow, prone to error, and frustrating for large baskets, leading to long lines and customer abandonment.

domain Internal / Impinj public Global
Key Outcome Instant read of >20 items simultaneously Primary Impact View Case
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