Scoring display photos took a reviewer ~1 min each; as stores multiplied, delays stacked up. AI now returns scores moments after upload.
An FMCG company specializing in soy-based nutrition products with a national distribution network and a continuously expanding base of retail points of sale.
After sales staff photographed product displays at each retail point, a dedicated team manually evaluated each image against compliance criteria,...
“Dự án AI chấm hình ảnh trưng bày không chỉ đơn thuần là một sáng kiến công nghệ mà còn là một phần trong chiến lược chuyển đổi số toàn diện của doanh nghiệp.”
Soy milk and plant-based beverage manufacturer and distributor in Vietnam.
Partnered with Vinasoy to deploy an AI-powered display image scoring system on AWS.
Provided the cloud platform (AWS) for deploying Vinasoy's AI display image scoring system.
Vinasoy's Store display scoring is part of this use case:
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Scoring display photos took a reviewer ~1 min each; as stores multiplied, delays stacked up. AI now returns scores moments after upload.
An FMCG company specializing in soy-based nutrition products with a national distribution network and a continuously expanding base of retail points of sale.
After sales staff photographed product displays at each retail point, a dedicated team manually evaluated each image against compliance criteria,...
“Dự án AI chấm hình ảnh trưng bày không chỉ đơn thuần là một sáng kiến công nghệ mà còn là một phần trong chiến lược chuyển đổi số toàn diện của doanh nghiệp.”
Soy milk and plant-based beverage manufacturer and distributor in Vietnam.
Partnered with Vinasoy to deploy an AI-powered display image scoring system on AWS.
Provided the cloud platform (AWS) for deploying Vinasoy's AI display image scoring system.
Vinasoy's Store display scoring is part of this use case:
Related implementations across industries and use cases
Manual design took weeks to create personalized labels. AI generated 9,000 brand-safe variations in days.
Teams manually called suppliers, limiting comparisons to three. Now, a portal weighs live bids against supplier ratings.
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.
Captioning 10,000 images consumed 333 hours of human effort. AI now completes the workflow in under 15 hours.
Disconnected systems trapped buyer data and complicated B2B orders. Now, AI-powered commerce unifies buying across showrooms and screens.
Testing physical prototypes delayed evaluations by weeks. Now, researchers use AI consumer personas to simulate product trials in hours.
Shifting to B2B sales exposed disconnected workflows and anecdotal forecasts. Now, AI analyzes interactions to surface deal intelligence.
A new SUV launch generated massive lead surges. AI voice agents handled initial outbound calls, routing high-intent leads to human dealers.