What is Shaped?
Shaped is an advanced AI-powered platform designed to enhance user experiences through personalized recommendations and search capabilities. It leverages state-of-the-art AI technologies, including transformers and Large Language Models (LLMs), to process and rank complex, unstructured data types such as text, images, and video.
Key Features and Functionality
Advanced Multi-Modal Data Understanding
Shaped stands out for its ability to handle multi-modal unstructured data, significantly improving ranking performance by utilizing all available data types. This capability is particularly advantageous compared to competitors like Algolia and AWS Personalize, which do not support such comprehensive data understanding.
Easy Set-Up and Integration
Shaped offers a streamlined integration process, connecting directly to various data sources, including databases, data warehouses (such as BigQuery, PostgreSQL, MySQL, Snowflake, and Redshift), and analytics applications. This direct integration via CLI-based setup minimizes manual data transformations and extra steps, allowing for rapid deployment.
Real-Time Adaptability
The platform is designed for real-time adaptability, enabling it to ingest and re-rank data in real-time using behavioral signals. This ensures that the system remains responsive to user actions, providing dynamic updates to recommendations and enhancing the overall user experience.
State-of-the-Art Model Library
Shaped allows businesses to fine-tune LLMs and neural ranking models to achieve state-of-the-art performance tailored to their specific needs. This customization capability is crucial for optimizing user interactions and driving meaningful business outcomes.
Highly Customizable
The platform is highly customizable, enabling developers to build and experiment with ranking and retrieval components for any use case. This flexibility makes Shaped adaptable across various industries, including e-commerce, social media, media platforms, and marketplaces.
Explainable Results
Shaped provides in-session analytics and performance metrics, allowing businesses to visualize, evaluate, and interpret the impact of the recommendations. This transparency helps in understanding the logic behind the recommendations and in making data-driven decisions.
Secure Infrastructure
Shaped is built with enterprise-grade security, ensuring compliance with GDPR and SOC2 standards. This robust infrastructure supports scalable operations while maintaining data security and integrity.
Real-Time Feature Store
Developers can access and edit user data in real-time through Shaped’s real-time feature store, making customization more dynamic and responsive to user interactions.
White-Glove Support
Shaped offers superior support compared to its competitors, providing white-glove service to ensure seamless integration and ongoing optimization of the recommendation and search systems.
Applications and Use Cases
Shaped can be integrated into various digital products to enhance user experience and drive business goals. Key use cases include:
- E-Commerce: Optimizing product recommendations to increase conversion rates and average order values.
- Social Media: Curating personalized content feeds to boost engagement and retention.
- Media Platforms: Recommending articles, videos, or podcasts that match user preferences to increase engagement and revenue.
- Marketplaces: Optimizing search results and product recommendations to improve both buyer and seller experiences.
Overall, Shaped is a powerful tool for delivering highly personalized and relevant user experiences, leveraging cutting-edge AI technologies to drive engagement, conversion, and retention across multiple industries.