As merchants put the shoppers at the center of the organizational vision, the CartUp AI Commerce delivers winning experiences at speed and scale. The research team at CartUp AI makes fundamental contributions to the field of AI/ML that has benefits in practice. The areas we have been focusing on include automated machine learning, meta-learning, data augmentation, and deep learning optimization to deliver the magical shopper’s experience in real-time.
Explore data and gain new insights from every single shopper touch point. Our multi-task learning, Cross-scenario AI Models can unify customer data from various data sources.
Using computer vision (CNNs, GANs and Attention etc.) and NLU (Transformers etc.), we understand profoundly the micro features and concepts of your products.
Understanding content surrounding your product has a profound effect on shoppers. Our Neural Transformers gain insights into products based on reviews, descriptions etc.
In today’s experience economy, shoppers expect brands to know them and consistently deliver authentic, helpful experiences. The CartUp, AI SDP enables merchants to solve chronic shopper data fragmentation and gain the intelligence needed to orchestrate experiences across all their brand touchpoints.
Meta-learning is a sub-field of machine learning that aims to teach models how to learn. Our service uses principles of meta-learning to create robust models on a small number of training examples.
we are working on preserving expert knowledge by developing hybrid systems that combine logic rules with neural nets.
By using transfer learning, we enable organizations to train models in a simulated environment and apply them in the real world.
we are innovating on the state-of-the-art GAN algorithms that can perform well on noisy and incomplete datasets.
Headless commerce intelligence is the future of omnichannel commerce. With our suite of e-commerce intelligence APIs, you can power a magical digital experience on any of your sales channels. This lets you scale commerce and adopt agile practices that are necessary to create personalized shopping experiences anywhere.
With CartUp AI, RESTful APIs complement every new platform feature for maximum flexibility and options for extensibility. Our AI and composable units make this possible.
Shoppers browse multiple channels before buying a product and expect consistent experiences across these channels. Developers can implement the agile design by creating reusable design components and using one set of data and APIs for every channel.
Within minutes, integrate seamlessly with any ecommerce technology compared to weeks/months.
Our technology integrates with your ecommerce technology by leveraging your existing IT assets and utilize business processes more fully.
Current deep learning techniques routinely fail to scale. Organizations are then forced to use classical machine learning techniques. At CartUp AI, we are actively pursuing research areas that will enable training and inference at scale.
