Solutions

Solutions

Product Intelligence & Clustering

Our deep learning models recognize and group related products automatically, even when they appear in different images or contexts. Leveraging our Fusion architecture with multiple vision models, our system creates "product intuition" by examining affinity matrices across thousands of parameters. The result? Logical product sets that mirror your commercial intent, automatically grouped into individual product folders in seconds.

Ultra-Long Context Processing

Unlike standard AI models with limited image capacity, Polar Search processes up to 100 images per inference with Fusion V1, and our upcoming Fusion V2 will handle 10,000 images simultaneously. This breakthrough capability allows you to process entire inventories at once, making bulk listing infinitely more efficient.

Automated Classification & Tag Reading

Upload thousands of images at once and watch as our neural networks automatically detect categories, read product tags via OCR integration, and identify key attributes. Our technology combines vision models with advanced language models to understand what's for sale and what's not, saving you countless hours of manual sorting.

Manifest Generation

Transform chaotic product collections into organized, structured CSV manifests. Our system automatically generates detailed documentation based on detected products, complete with categorization and optional price lookups, making inventory management and listing creation seamless across multiple platforms.

Image Recognition & Matching

Find exact products instantly through our Graph Neural Network architecture. Our system detects visual similarities beyond simple pattern matching, identifying products even when photographed from different angles or in varied lighting conditions.Scale Without LimitsWhether you're handling dozens or thousands of products, our solution scales to meet your needs. With continuous learning capabilities and our upcoming expanded token context window, we're building toward accommodating up to 25,000 images per batch, ensuring your business never outgrows our technology.Contact us today to see how our AI Suite for Commerce can transform your product management workflow.

For E-commerce Sellers

Automatically group product images into cohesive listings.

Generate detailed and accurate descriptions, reducing listing times.

Optimize for SEO with AI-crafted titles and keywords.

For Auctioneers

Organize and cluster images of auction lots for faster catalog creation.

Automatically identify key tags and generate lot descriptions.

Handle thousands of images with ease, minimizing manual effort.

For Retailers

Manage inventory images
at scale.

Use AI to sort and categorize products efficiently.

Save on labor costs with fully automated workflows.