Transforming Retail with Intelligent Data Solutions

Harness user insights for smarter inventory and personalized shopping experiences in real-time.

Innovative Data Solutions for Retail

We specialize in data collection and model fine-tuning to enhance inventory management and personalized recommendations for unmanned retail terminals, ensuring optimal user interaction and satisfaction.

Inside a grocery store, several self-checkout counters are aligned with people actively scanning items. Shoppers are engaged in processing their purchases amidst a modern, well-lit interior. There are visible retail displays and magazines near the exits.
Inside a grocery store, several self-checkout counters are aligned with people actively scanning items. Shoppers are engaged in processing their purchases amidst a modern, well-lit interior. There are visible retail displays and magazines near the exits.

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Trusted by Experts

Proven Results

Data Collection Services

Gather user interaction logs and transaction records for advanced analytics and retail insights.

Model Fine-Tuning

Developing multimodal input adaptation modules for enhanced inventory management and personalized recommendations.

A humanoid robot with exaggerated features is pushing a small shopping cart against a bright blue background. The robot has a shiny, metallic finish with black and white segments, and the shopping cart has a red handle and frame.
A humanoid robot with exaggerated features is pushing a small shopping cart against a bright blue background. The robot has a shiny, metallic finish with black and white segments, and the shopping cart has a red handle and frame.
Comparative Experiments

A/B testing against traditional algorithms to optimize accuracy, response speed, and user satisfaction.

A humanoid robot stands in an indoor shopping arcade next to a display of suitcases. People are walking through the arcade, which is lined with various shops. The area is well-lit, with a mix of natural and artificial lighting. Signs and advertisements in Japanese can be seen around, indicating the prices of products.
A humanoid robot stands in an indoor shopping arcade next to a display of suitcases. People are walking through the arcade, which is lined with various shops. The area is well-lit, with a mix of natural and artificial lighting. Signs and advertisements in Japanese can be seen around, indicating the prices of products.

Data Collection

Gather user interaction logs, transaction records, and sensor data.

A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
A small, white humanoid robot with blue accents, including eyes, mouth, and a circular badge with the letters 'AI' on its chest, is positioned in front of a blue laptop on a metallic surface. The robot has a simple, smooth design with two cylindrical arms and a small antenna on top.
Model Fine-tuning

Develop a multimodal input adaptation module for inventory management and personalized recommendations using GPT-4 with domain-specific training.

A small, round robot with a smooth white surface and blue accents operates a blue laptop on a sleek, floating platform. The robot has glowing eyes and an antenna on its head, with an 'AI' emblem on its front.
A small, round robot with a smooth white surface and blue accents operates a blue laptop on a sleek, floating platform. The robot has glowing eyes and an antenna on its head, with an 'AI' emblem on its front.
Comparative Experiments

Conduct A/B testing to compare traditional algorithms with GPT-3.5 models on accuracy, response speed, and user satisfaction metrics.