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Human-in-the-loop (HITL) blends human expertise with machine automation for accurate data labeling.

Learn why it's crucial for AI & how Uber Scaled Solutions can help.

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Types of data labeling & annotation

Gen AI

Read our latest Generative AI one pager

Gen AI

Why LLM testing matters

Auto & AV

Read our latest Auto & AV one pager

Read our guide to AI & ecommerce

Read our chatbot & support one pager

Gen AI

Key offerings

  • RLHF
  • LLMs
  • Data curation
  • Coding
  • Quality evaluation
  • Open-ended descriptions
  • Image & Video Animations
Gen AI

And much more

Side-by-side comparison with edits, reinforcement learning with human feedback, open-ended descriptions for images/video/anime, prompt-response creation, synthetic data generation, preference data collection

Auto & AV

Key offerings

  • Lidar point clouds
  • Video entity tagging
  • Video object tracking
  • 3D Semantic Segmentation
Auto & AV

Maps

Variety of map labeling use cases on aerial and satellite imagery, including polylines (lane lines, stop lines) and polygons (buffer zones, pedestrian crossings, parking spots, bus stops, restricted areas, intersections, and traffic signals)

Auto & AV

Autonomous vehicles

Multi-LiDARs, sensor fusion, cuboids, metadata, panoptic segmentation, bounding box, polygons, polylines, keypoints, instance segmentation, class segmentation, and more

Retail & e-commerce

Search result quality evaluation

Search result quality evaluation ensures that users find the most relevant, accurate, and high-converting products. It assesses ranking algorithms, click-through rates, user behavior, and conversion metrics to optimize product visibility and customer satisfaction.

Retail & e-commerce

Product categorization

Product categorization ensures accurate grouping of items for better searchability, navigation, and recommendations. It enhances user experience, improves discoverability, and boosts conversions.

Retail & e-commerce

Receipt digitization

Receipt digitization converts physical receipts into structured digital data using OCR and AI. It enables automated expense tracking, fraud detection, and seamless financial reporting for businesses and consumers.

Retail & e-commerce

Image classification

Image classification uses AI to categorize product images based on visual attributes. It enhances search accuracy, automates tagging, improves recommendations, and streamlines inventory management.

Retail & e-commerce

Selfie quality

Customer support

Document digitization & transcription

Document digitization & transcription convert physical or audio-based documents into structured digital text using OCR and AI. This enhances searchability, automation, compliance, and data accessibility across industries.

Customer support

Low rating sentiment tagging

Low rating sentiment tagging in customer support uses AI to analyze negative feedback, categorize issues, and prioritize responses. It helps improve service quality, identify pain points, and enhance customer satisfaction.

Customer support

Rich media transcription & feedback

Rich media transcription & feedback convert audio and video content into structured text using AI. It enables accurate analysis, enhances accessibility, and provides actionable insights for content optimization and user engagement.

Apps & technology

Translation & transcription

Translation & transcription convert spoken or written content into multiple languages using AI and human review. It enhances accessibility, global reach, and user engagement across diverse industries and platforms.

Apps & technology

Media classification

Media classification uses AI to categorize images, videos, and audio based on content, context, and metadata. It enhances searchability, content moderation, personalization, and compliance in digital platforms.

Apps & technology

Fraud detection

Fraud detection uses AI and data analytics to identify suspicious activities, anomalies, and patterns in transactions. It enhances security, reduces financial losses, and improves trust in e-commerce and financial systems.

Apps & technology

Content analysis

Content analysis uses AI and NLP to evaluate text, images, and videos for sentiment, relevance, and quality. It enhances content moderation, personalization, SEO, and decision-making across digital platforms.

Apps & technology

Lead enrichment

Lead enrichment enhances customer data by appending relevant insights using AI and third-party sources. It improves targeting, personalization, and conversion rates in sales and marketing efforts.

Apps & technology

Content tagging & recommendations

Content tagging & recommendations use AI to classify content based on metadata, keywords, and user behavior. It enhances discoverability, personalization, and engagement across digital platforms.

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Text

Multi-hierarchical text categorization, text Q and A, intent tagging, language model quality evaluation, partial text labeling, content quality, and attribute extraction/named entity extraction

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Video

Video categorization, video event/activity recognition, video content quality, search quality evaluation, object detection and tracking, cuboids, bounding box, keypoints, polylines, polygons, semantic segmentation, instance segmentation, ads relevance, and audio transcription across 100+ languages

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Image

Multi-hierarchical image categorization, image Q and A, image to text, text to image, ML model quality evaluation, content quality, image contextual labeling, object classification, bounding boxes, keypoints, polylines, polygons, and instance and semantic segmentation

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Search

Text, image, video, and audio search quality evaluation; relevance ranking; and search <> result matching and query pair evaluation across 100+ languages

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AR / VR

3D cuboids, human keypoints, semantic and class segmentation, object tracking, and audio transcription

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Language and NLP

Audio transcription, intent tagging, and sentiment analysis across 100+ languages

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Catalog and content

Catalog attribute enrichment and categorization, product matching and deduplication, data enrichment, and content quality evaluation across 100+ languages

Introducing uLabel

The innovative data-labeling platform built by Uber, for Uber, is designed to redefine workflow management and elevate efficiency. This single-source solution offers a seamless environment with an advanced instruction panel for high-quality annotations and a highly configurable UI adaptable to any taxonomy and customer requirement.

With features crafted to enhance quality and efficiency, uLabel transitions the configurable UI from uTask (get more details below) to meet diverse needs, ensuring a user experience where excellence is standard.

Meet uTask

At the core of our solutions is maintaining the highest standards of quality.

Everything we do revolves around a framework that integrates various components to provide excellence in every aspect of our operations.

Our platform is designed to deliver scalable, fully custom, configurable work orchestration. Tailor your experience with consensus, edit-review, and sampling workflows, all while monitoring labeling and operator metrics. Our configurable UI adapts to your specific use case, ensuring real-time work orchestration that aligns with your operations and elevates your workflow efficiently. Benefit from intelligent matchmaking that pairs tasks and projects with skilled individuals, optimized by our programmatic data exchange and task upload capabilities.

With uTask, you’ll also get:

  • Use cases

    • Industries

      • Auto & AV

      • BFSI

      • Catalogue management

      • Chatbots/Customer support

      • Consumer apps

      • E-commerce/Retail

      • Generative AI

      • Health / Medical AI

      • Manufacturing

      • Media/Entertainment

      • Robotics

      • Social media

      • Tech

      • And many more!

    • uLabel

      • A highly configurable UI platform for all your data needs

      • uTask

        • A fully configurable, real-time work orchestration platform equipped for all your needs

      • Testlab

        • Uber’s custom Test Management & Testing Platform

      • uTranslate

        • Uber’s in-house platform that makes apps feel local for everyone, everywhere