Manual scoring across 34 provinces consumed 2,000 hours per cycle—and still reached only 17% of outlets. AI covers 70%+ in days.
A Vietnamese soy milk producer managing product displays across a retail distribution network spanning 34 provinces and cities.
Manual image scoring consumed nearly 2,000 man-hours per cycle, covered only 17% of retail outlets per month, and took over 20 days to complete,...
“Previously, collecting display data took a lot of time, resulting in slow updates and some issues at points of sale not being detected and addressed promptly.”
Soy milk and plant-based beverage manufacturer and distributor in Vietnam.
Developed the GenAI solution on AWS platform with Vinasoy for display monitoring.
Provided the cloud platform including Amazon SageMaker and Amazon Bedrock for Vinasoy's GenAI solution.
Vinasoy's Retail display monitoring is part of this use case:
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Manual scoring across 34 provinces consumed 2,000 hours per cycle—and still reached only 17% of outlets. AI covers 70%+ in days.
A Vietnamese soy milk producer managing product displays across a retail distribution network spanning 34 provinces and cities.
Manual image scoring consumed nearly 2,000 man-hours per cycle, covered only 17% of retail outlets per month, and took over 20 days to complete,...
“Previously, collecting display data took a lot of time, resulting in slow updates and some issues at points of sale not being detected and addressed promptly.”
Soy milk and plant-based beverage manufacturer and distributor in Vietnam.
Developed the GenAI solution on AWS platform with Vinasoy for display monitoring.
Provided the cloud platform including Amazon SageMaker and Amazon Bedrock for Vinasoy's GenAI solution.
Vinasoy's Retail display monitoring is part of this use case:
Related implementations across industries and use cases
Agents manually priced 100-item email requests. AI now extracts data and drafts quotes, leaving humans to validate rather than type.
Building 1,500 seasonal product pages relied on manual image matching. Now, AI pairs assets to assemble layouts and generate social ads.
Manual image checks took 5 minutes. AI now confirms details like pot lids in 15 seconds to verify eco-habits.
Manual image checks took 5 minutes. AI now confirms details like pot lids in 15 seconds to verify eco-habits.
Moderation couldn't keep pace with 600M users. AI agents now filter toxicity while models recognize 2.5B objects to refine search.
Disconnected systems trapped buyer data and complicated B2B orders. Now, AI-powered commerce unifies buying across showrooms and screens.
Every new meeting question triggered days of data prep. Finance teams now ask the data lake directly and test hypotheses in minutes.
30 minutes per letter, 1,000+ sent per rep each year. AI now drafts and transcribes; no message reaches a customer without a human review.
Analyzing 200-page reports took senior reps hours. Now, AI extracts key insights, empowering any sales rep to build tailored client decks.