Consumer Goods

    Retail & E-commerce

    Powering modern shopping experiences with AI models trained on vast catalogs and consumer behavior data.

    Core Capabilities

    Product Categorization

    Organizing massive catalogs with accurate, multi-level taxonomy tagging and metadata enrichment.

    Visual Search Training

    Creating image-to-product pairs to allow users to search your inventory by uploading a photo.

    Sentiment Analysis

    Extracting insights from customer feedback and reviews to understand product flaws and requests.

    Planogram Compliance

    Annotating store aisle photos to verify products are stocked correctly and pricing is accurate.

    Virtual Try-On Assets

    Generating 3D meshes and keypoints on clothing items for augmented reality fitting rooms.

    Automated Checkout Tracking

    Tracking customer movements and item interactions via overhead cameras for frictionless billing.

    Case Study

    Powering Frictionless Checkout for Fortune 100 Retailer

    To launch a fully autonomous 'grab-and-go' store concept, a major retail chain required dense tracking of thousands of SKUs and customer movements. Our team provided highly complex temporal bounding box annotation on overhead camera feeds, ensuring their system correctly attributes items to shoppers even in crowded aisles.

    15,000+
    SKUs Categorized
    99.4%
    Checkout Accuracy
    10,000+
    Hours of Video Annotated
    88%
    Reduction in Shrinkage
    Powering Frictionless Checkout for Fortune 100 Retailer
    Financial Services

    Data Annotation Use Cases in Retail & E-commerce

    Annotation & labeling of data can serve a variety of purposes within Retail & E-commerce, from enabling critical computer vision to gaining a better sense of the surroundings for AI initiatives.

    The following use cases provide more insight into how our data annotation & labeling expertise can benefit your Retail & E-commerce operations:

    Text & Image Annotation

    Text & Image Annotation

    Ensuring your content is moderated regularly to maintain the integrity and increase the positive image of your online store. Thereby gaining the non-negotiable trust of customers with no misleading or illicit content.

    Landmark Annotation for Facial Recognition

    Landmark Annotation for Facial Recognition

    A technique implemented along with AI recognizes customers' faces. E-commerce businesses can benefit from this technique as customers get to try cosmetics online and enjoy a better shopping experience.

    Semantic Annotation for Clothing Brand

    Semantic Annotation for Clothing Brand

    A seamless method that would augment AI Ecommerce tools to delight customers with an almost real shopping experience. Customers would be able to try clothes and see how they look, just like in physical stores.

    Product Listing

    Product Listing

    AI data for identifying classification gaps by analyzing product attributes to ensure that product content is optimized to enhance searchability, sales, and conversions.

    Personalized Marketing

    Personalized Marketing

    The ability to collect and analyze large quantities of data gives a bird's-eye view into what customers are looking for in real time. A thorough understanding of every customer's needs allows for targeted campaigns and precise product recommendations.

    Detect Illegal Buying & Selling

    Detect Illegal Buying & Selling

    Our expert annotators can help you with training data which, when implemented with AI, helps detect fraud and illicit transactions. Hackers will be tracked, and necessary actions will be taken in no time.

    Managing Large Inventory

    Managing Large Inventory

    Utilize our training data to develop AI for e-commerce for managing, controlling, and communicating with customers using chatbots that leads to easy buying and selling through managed inventory.

    Seamless Communication

    Seamless Communication

    Data Annotations prepare AI Ecommerce tools to improve the management and control of products (ordering, adding to cart, making payments, timely delivery notifications, after-delivery customer support, and recommending buying options).

    Ready to deploy?

    Our teams are ready to handle your data pipeline needs immediately.

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