High-Quality Training Data for Retail & E-commerce

With consumer expectations on the rise, delightful and engaging AI solutions must be fueled by uncompromisingly high-quality data. Find out how to overcome the 12 Data Annotation Challenges for Retailers.

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Use Cases

Data Labeling Use Cases for Retail & E-commerce

By precisely labeling the unique attributes of products, (i.e. dimensions, price points, descriptions) our tools can help you improve search relevance, shorten product discovery time and build a hyper-personalized experience which the customer will reward with loyalty.

Our item-level tagging tools can help you keep up with the constant influx of new products, brands, and styles to better meet customer demand without running out of stock or carrying excess supply, freeing up your internal team to focus on strategy.

Increase shoppers’ autonomy with highly-accurate computer vision-enabled item selection. Sama provides advanced video annotation tools with complex object tracking to ensure accuracy of item recognition, to effectively help you improve customer experience and generate more sales using fewer resources.

Computer vision can provide traffic and behavior analytics by using real-time, accurate visitor counts and classification to better understand the flow of traffic. Harness the power of video to identify threats in real time, leading to quicker and better decisions to improve security and prevent theft and its associated costs.

Provide a seamless augmented reality experience for consumers with accurately labeled computer vision data. For consumers, credible AR applications will enhance the online shopping experience and boost confidence; for retailers, the result is more sales and fewer returns.

Don’t see your use case here?

Get in touch today to learn how we can deliver high-quality annotated data for your retail use case.

Why Choose Sama

Unlock the innovative potential of your AI models with Sama’s revolutionary data annotation platform combined with human-in-the-loop experts.


Augment your models with industry-leading data quality. Our SLAs guarantee >95% quality annotations.


Efficiency improvements from our ML-powered platform, paired with an expert team that scales with you on demand.

Ethical AI

Help us drive an ethical AI supply chain. Sama has touched the lives of 60K individuals with the greatest barriers to work.


From our tech stack to our physical space, security and trust are paramount to everything we do.

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