ai/ml models
Qloo’s AI uses advanced machine learning models to understand our vast and proprietary datasets and transform them into strategic answers that move your business forward.
See beneath the surface
By using advanced embeddings and deep learning techniques, our AI constructs multi-dimensional taste graphs, illuminating entity relationships and predicting preferences across diverse cultural domains.
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Decoding interactions with precision
Qloo’s AI models employ a layered approach combining signal-based, content-based, and hybrid techniques. By analyzing user-entity interactions such as reviews, likes, and purchases, we develop taste-based embeddings that capture nuanced consumer preferences. This multi-dimensional data analysis enables our AI to deliver personalization that evolves at the speed of consumer behavior.
Continual learning for instant insights
Our machine learning algorithms are crafted for adaptability, continually refining their predictive abilities as they process new and varied data streams. This ongoing learning ensures that our insights remain relevant and accurately reflect the latest shifts in consumer behaviors and preferences.
Engineer advanced data intelligence
At the core of Qloo’s technology is our ability to effectively manage and utilize complex data structures. Using techniques such as Pointwise Mutual Information (PMI), advanced neural network models, and Natural Language Processing (NLP), our AI discerns significant patterns and relationships between entities. This intricate processing allows for the sophisticated mapping of tastes and preferences across a vast array of cultural domains.
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