Optimize your physical retail environment with data collection and annotation

Collect verified retail data, run secret shopper-style audits, and improve retail AI models with shelf-level annotation and catalog validation.

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Why Uber AI Solutions for retail?

Gain timely access to your store ground truth leveraging our global network of over 10 million contributors who can help meet your retail-specific requirements, while providing precision and speed.¹

Gain eyes-in-the aisle intelligence

See how stores are executing, what your customers see, and the real-life in-the-moment competitive field to respond faster.

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Keep pace with retail operations

Develop AI that’s built for your specific products, stores, and customer behaviors so models stay effective as your retail use cases evolve.

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Expandir a IA da Scale a novos mercados

Equip AI for variations across geographies, languages, and customer demographics leveraging our global scale.

Collect training data, human checks, and evaluation signals to strengthen retail AI

Complete retail execution audits

Conduct fast, photo-backed audits for shelf conditions, pricing, promos, coolers, planograms, and store standards.

Man in black jacket taking a photo of electronics accessories on store shelves with his smartphone.

Prepare data with computer vision annotation

Catch edge cases and utilize retail shelf annotation to solve for occlusion, blur, framing, barcode extraction, and gaps.

Person photographing ceramic jars on a shelf with a smartphone in a home goods store.

Streamline retail machine learning (ML) data operations

Use catalog enrichment, multimodal attribute validation, product matching, and structured QA for retail AI teams.

Organized store aisles with home goods, potted plants, and office furniture on polished concrete floors.

Perguntas frequentes

What retail AI use cases does Uber AI Solutions support?

Uber AI Solutions supports a wide range of applications, including shelf recognition, product matching, catalog enrichment, barcode extraction, pricing, promotions, and store-audit workflows.

Can Uber AI Solutions support multimodal retail AI?

Yes. Uber AI Solutions supports images, video, text, and other data types used in retail AI workflows.

How does Uber AI Solutions help retailers improve AI over time?

Uber AI Solutions supports ongoing data collection, quality assurance, and evaluation so retail AI models can be retrained and validated as products and store environments change.