Data Annotation for RetailThe increase in data available to global retailers has unlocked new opportunities to create safer, smarter customer experiences for shoppers. Online and traditional retail companies have turned to Alegion for a variety of use cases around theft, customer behavior analysis, frictionless checkout, and time-based product demand created by shopping surges.
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Our Complete Annotation Services for
The Retail Industry
Alegion helps the retail industry generate actionable insights by annotating complex use cases at scale. The data is used to train machine learning and to help in a variety of ways, including:
- Personalized recommendations: To improve sales, AI can be trained on customer purchase history, browsing behavior, and social media activity to recommend products that are of interest to individual customers.
- Fraud detection: Retailers now use data about customer transactions to identify fraudulent activity, such as credit card fraud and refund fraud to protect themselves from financial losses
- Product Search: AI can be trained on product descriptions, images, and customer reviews to help customers find the products they are looking for. This can improve the customer experience and increase sales.
- Inventory management: Retailers are using data about product sales, inventory levels, and supplier lead times to help retailers optimize their stock levels, reduce costs, and improve customer service.
- Pricing optimization: AI algorithms can be trained on data about product prices, competitor prices, and customer demand to help retailers optimize their prices and increase profits
Accurate annotation is labor-intensive and time-consuming but essential for the success of an AI models. We guarantee the accuracy needed for your project at a reasonable cost.
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A.I. Use Cases in Retail
With Alegion's Accurate Data Annotation
These are just some specific data annotation use cases in the retail industry. The choice of data annotation technique will depend on the specific task and the amount of data available.
We annotate images with information about the objects, people, and scenes in the images to train AI for product recognition, image search, and fraud detection.
This is labeling text with information about the sentiment, topic, and entities mentioned in the text to train AI for sentiment analysis, topic modeling, and customer segmentation.
We label audio tracks with data about the speakers, topics discussed, and emotions expressed for tasks such as speech recognition and emotion detection.
This is the labeling of videos with data about objects, people, and scenes in the videos to train AI for tasks such as video surveillance, object tracking, and action recognition
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Explore Our Annotation Services
For the Retail Industry
Alegion works as an extension of your team to provide the data preparation expertise and annotation technology necessary for high-quality training data. For each use case, we developed custom workflows to annotate millions of video frames, while ensuring alignment with customer quality and timeline requirements.