PUT SAMA’S INDUSTRY EXPERTS TO WORK ON YOUR Data

Work with domain experts who power real-world AI

Bring experienced industry experts into your data workflows with Sama’s data annotation services. Our teams deliver high-quality training and test data tailored to real-world use cases, helping improve model performance and reliability.

Scope Your Project

High-Quality Annotation Across Industry Workflows

E-commerce, Retail, and Marketplaces

Automotive & Autonomous Vehicles

Entertainment & Media

Consumer Packaged Goods

Warehouse Logistics, Transportation, Robotics

E-COMMERCE, RETAIL, AND MARKETPLACES

Increase conversion with smarter search, recommendations, and customer experiences

Support fast-moving e-commerce, retail, and marketplace environments with high-quality data and human-in-the-loop workflows. Sama helps improve how products are found, understood, and accurately represented — even as catalogs, pricing, and content continuously evolve.

  • Improve search relevance and product ranking

  • Detect pricing errors and inconsistencies

  • Standardize and enrich product information

  • Support promotion and offer optimization 

  • Validate multilingual product content

Walmart: Expanding retail catalog coverage and discovery

Higher label quality expands catalog coverage and helps shoppers find products faster.

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Improving search relevance and personalization accuracy

Stronger search relevance and personalization drive better results and support a 98% quality.

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Volumental: Powering 3D shoe sizing with vision

More accurate 3D shoe sizing by fixing issues with shadows, lighting, and low contrast.

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AUTOMOTIVE & AUTONOMOUS VEHICLES

Advance high-performance automation in real-world conditions

Support automotive and autonomous vehicle programs with high-quality data and human-in-the-loop workflows. Sama helps teams build, test, and refine AI systems by ensuring models perform reliably across real-world conditions and edge cases.

  • Object detection and tracking across camera and sensor data

  • Pedestrian and cyclist recognition

  • Validation of driver assistance (ADAS) systems

  • Annotation of driving behavior and intent

  • Traffic sign and signal identification

  • Fleet data review and event analysis 

Scaling 360-degree object tracking systems

Consistent segmentation at scale improves object tracking and supports safer navigation in complex environments.

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Improving assembly line inspection with video

High-precision video annotation speeds up defect detection and improves automated inspection accuracy.

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WAREHOUSE LOGISTICS, TRANSPORTATION, ROBOTICS

Enable high-performance automation in real-world conditions

Support logistics, transportation, and robotics operations with high-quality data and human-in-the-loop workflows. Sama helps teams improve how systems operate in complex, fast-changing environments — from warehouses to last-mile delivery.

  • Package and parcel identification and sorting

  • Data annotation for autonomous mobile robots and forklifts

  • Damage and defect detection

  • Support for delivery robot and drone navigation

  • Route and path data preparation and validation

  • Supply chain visibility and operational insights

Improving indoor object detection for security robots

More reliable object detection improves navigation for security robots in complex indoor environments.

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Accelerating high-speed material detection for waste sorting

Better material detection improves accuracy in fast, low-light waste sorting environments.

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Enhancing food item detection for waste reduction

More accurate food detection helps track and reduce waste in commercial kitchens.

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get started with sama

Scope your workflows with domain experts

Start with a working session focused on your workflows, data, and real-world constraints. Sama works with you to define scope, quality requirements, and delivery plans aligned to production goals.

Talk to An Expert

Get your project scoped

In a focused working session, map workflows, data requirements, and edge cases. Learn how Sama’s expert-led, human-in-the-loop processes scale from pilot to production while maintaining speed and quality.

What you’ll learn

  • How Sama can support your industry-specific workflows

  • Case studies and use cases specific to your project

  • Initial timelines, scope, and pricing aligned to your goals