Customers are the backbone of retail business. Our deep learning/ predictive analytics solutions provide data driven insights into past and predict future customer behavior on one hand, and improve profitability by giving insights into inventory management, sentiment analysis and many other solutions on the other.
Our Retail Apps
- Caption Generation For E-commerce: It generates the caption for products automatically which can be used by e-commerce websites
- Image Based Recsys: Recommendation system based on just the images of the products.
- Machine learning on encrypted data: Performing predictions on encrypted data using a model previously trained on actual data.
- Sentiment Analysis: Sentiment analysis determine whether opinions expressed in sentences with modality are positive, negative or neutral.
- Topic Modelling: Topic Modeling is a technique to extract the hidden topics (represented as a set of words) from volumes of text. Businesses that handle large amounts of data like support tickets, social media posts, customer feedback, reviews can benefit greatly from topic modeling techniques.
- Automatic Email Reply: Email is one of the top modes of digital communication in B2B as well as B2C business scenarios.Automatic Email Reply solution can augment and reduce the manual efforts by detecting intent and aspect from the email content. This would handle the large amount of cases, where without manual intervention the user query can be resolved or customer comment can be addressed.
Solutions for online and offline retailers
- Churn Analysis/prediction
- Customer Segmentation
- Recommender Systems
- Channel Optimization
- Sentiment & Trend Analysis
- Image Recognition
- Revenue Prediction
For the Customer Experience:
- Engage with optimized recommender systems based on purchase preferences, online data, smartphone apps, etc.
- Employ Sentiment analysis for customer feedback and trends.
- Draw on the results of Predictive analytics for enhancing customer experience.
For Merchandizing:
- Identify Behavioral patterns via Image analysis
- Employ video data analysis to identify shopping trends and cross-selling opportunities
- Faster revenue growth through detailed market basket analysis
- Insights using product sensors that relay real-time information on post-purchase use
Target Marketing:
- Location-based and personalized offers
- Real-time pricing
- Targeted campaigns using Segmentation approach and achieve optimal ROI
Check out our Presentation/Case Studies:
