Le meilleur de l'étiquetage, des tests et de la localisation des données d'Uber pour votre entreprise
As we’ve scaled Uber to power more than 33 million trips across mobility and delivery every day, we have invested in innovation in product, platform, and artificial intelligence (AI) and machine learning (ML) . To enable these, we’ve created a world-class technology platform that is designed to meet our evolving requirements across data labeling, testing, and localization. We’re now making this available to you.
Uber AI Solutions helps you grow your business with our technology, tools, and platform supported by high-quality, nuanced analysts, testers, and independent data operators. Our tech program managers will be your strategic thought partners in supporting your dynamic and scaled requirements.
Introducing Uber AI Solutions
With over 9 years of expertise in managing large-scale data labeling operations, we offer 30+ advanced capabilities, including image and video annotation, text labeling, 3D point cloud processing, semantic segmentation, intent tagging, sentiment detection, document transcription, synthetic data generation, object tracking, and LiDAR annotation.
Our multilingual support spans 100+ languages, covering European, Asian, Middle Eastern, and Latin American dialects, ensuring comprehensive AI model training for diverse global applications.
Our solutions include:
Data annotation and labeling: Expert, precise annotation services for text, audio, images, video, and many more technologies
Product testing: Efficient product testing with flexible SLAs, diverse frameworks, 3,000+ test devices, all streamlined for an accelerated release cycle
Language and localization: World-class user experience for everyone, everywhere
Built for scale
Over the last 9 years, we’ve built solutions that drive magical experiences across cities around the world, and we’re ready to extend that magic to your needs
Industry-leading solutions
La technologie d'Uber est à votre disposition avec ses normes de qualité et son agilité opérationnelle hors pair.
The platform for work
Nous créons des opportunités de revenus flexibles grâce à notre plateforme, et tenons à exercer un impact positif sur les communautés que nous servons.
Industries that leverage Uber AI Solutions
Enterprises that work with Uber AI Solutions
Randon Santa, responsable de programme
“Uber AI Solutions excel in managing work for autonomous vehicle data labeling. Their ability to adapt and scale according to the demands of each project, coupled with their commitment to effective communication and teamwork, ensures the delivery of high quality, good value, and efficient services.”
Yanki Onen, Founder
"As Wamo expands into new markets, partnering with Uber AI Solutions is helping us deliver truly localized experiences at scale. From our website and CRM to onboarding and the app, their advanced globalization technology enables us to connect with users in their own language—accurately and with cultural relevance. This collaboration is key to building trust in every region we enter. Huge thanks to the Uber AI Solutions team for being a responsive, reliable, and innovative partner—we’re just getting started!"
Brian McClendon, VPS
« Niantic utilise l'apprentissage automatique et l'intelligence artificielle pour créer une carte 3D du monde, et ce travail nécessite un partenaire agile capable de gérer les exigences d'annotation de données dynamiques. Nous avons choisi Uber en raison de son expertise opérationnelle et technologique, et nous avons été impressionnés par les résultats jusqu'à présent. »
Paras Jain, CEO
"Human-annotated data is essential for training Genmo’s frontier-level multimodal models. Uber AI Solutions brings the scale, rigor, and responsive tooling we need to generate high-quality datasets quickly and cost-effectively."
Harishma Dayanidhi, cofondatrice
« L'accès à des flux de travail pratiques en temps réel dans diverses files d'attente est essentiel pour nous, car nous rationalisons nos opérations. Uber est un excellent partenaire. Il nous a permis de réfléchir à la configuration de ces processus et d'appliquer son savoir-faire pour améliorer notre efficacité. Les outils personnalisés et l'expérience approfondie d'Uber ont changé la donne pour nous. »
Perception machine learning
"It's known that large-scale production of high-quality annotation is generally required to achieve robustness in autonomous driving. Uber has been consistently delivering annotation services that not only meet our high standards for quality and speed, but also respond flexibly to our quick changes and needs in our long-term collaboration.
They have proven their ability to meet demanding requirements in autonomous driving, where high precision in annotation is essential. Their reliability, adaptability, and responsiveness have made them a trusted and valuable partner in our development process."
Amit Jain, PDG
« Les données humaines annotées jouent un rôle central dans la formation de nos modèles. Uber est un collaborateur précieux, qui apporte des informations pour la conception du projet et tire parti de son expertise pour générer efficacement des données de haute qualité. La flexibilité, la qualité et le service d'Uber se sont avérés essentiels tout au long du processus. »
Steffen Abel, CTO/Co-Founder
"Uber AI solutions bring advanced, industry-standard QA expertise backed by over a decade of building mobile excellence, the team was quick to understand our requirements and commenced Mobile and Web testing for our specific products. The testing process included the implementation of the test coverage framework and using GenAI to develop test cases which improved our feature coverage and reduced our time to market. Consequently, we can now test any feature within 24 hours and have expanded our testing coverage to include options for multiple browsers and platforms."
Nos services
(Click on the tags below for a topic most relevant to your needs)
Data labeling & annotation
Au fil des années, Uber a rencontré de nombreuses difficultés : amélioration de la sécurité et des heures d'arrivée estimées, recommandation en matière de plats, recherche de la meilleure correspondance entre passagers, chauffeurs, coursiers, commerçants et utilisateurs d'Uber Eats… Pour relever ces défis, l'IA et l'apprentissage automatique ont été de précieux atouts. Nous avons mis au point des solutions d'IA/ML dirigées par l'homme pour couvrir le flux de travail de la gestion des données de bout en bout, la formation, l'évaluation et le déploiement de modèles, et la réalisation et le suivi de prévisions.
Tirez parti de notre expertise en IA générative, en vision par ordinateur, en NLP (traitement du langage naturel), en autonomie et bien plus encore.
Notre qualité, notre extensibilité et notre agilité en matière de texte, d'audio, de vidéo, de LiDAR, de recherche, d'images, de documents, d'animations/images animées et plus encore vous aident à atteindre l'excellence.
Grâce à notre expérience démontrée dans des domaines tels que les modèles multimodaux, la compréhension avancée des langues et les systèmes de reconnaissance visuelle de pointe, nous sommes le partenaire idéal pour faire progresser vos projets d'IA/ML.
Tests de produits
Uber est une entreprise technologique dont la mission est d'améliorer les déplacements dans le monde entier. La technologie que nous avons mise au point nous a aidés à développer et à maintenir des plateformes multifaces qui permettent aux consommateurs d'aller où ils veulent et de commander ce qu'ils veulent dans plus de 70 pays et 10 000 villes du monde entier.
Nos équipes et solutions spécialisées peuvent contribuer à accélérer votre lancement sur le marché. Nous fournissons des données critiques sur les performances, des tests rationalisés et une assurance qualité à fort impact sur plusieurs systèmes d'exploitation et plus de 3 000 dispositifs de test. Nos services assurent le bon fonctionnement de vos applications dans tous les scénarios, que vous souhaitiez affiner les interfaces utilisateur, assurer des fonctionnalités de bout en bout ou garantir la conformité et l'accessibilité. Vous créerez ainsi des expériences mobiles extraordinaires pour vos clients. Nous réalisons également des tests A/B pour, entre autres, valider la fluidité, la conscience contextuelle et la pertinence.
Localisation
Si votre entreprise essaie de créer des expériences locales de classe mondiale accessibles au plus grand nombre, vous êtes au bon endroit.
Nous fournissons des services d'IA et de traduction automatique (TA) pour vous permettre d'atteindre vos objectifs de mondialisation tout en restant local, en mettant l'accent sur l'assurance qualité linguistique automatisée et manuelle (LQA).
Collaborez avec nous et tirez parti de notre réseau de linguistes compétents dans divers modèles linguistiques et contextes culturels pour aider votre entreprise à se développer à l'échelle mondiale. Que vous cherchiez à améliorer votre portée mondiale, à adapter vos produits à de nouveaux marchés, à vous assurer que votre message est universellement compris ou à former et évaluer des LLM dans toutes les langues, nos solutions de localisation sont conçues pour répondre aux défis uniques de votre projet.
uLabel
A highly configurable UI platform for all your data needs
Présentation d'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.
Scalable, fully custom configurable workflow and work orchestration
Supports auditability, quality workflows, consensus, edit review, and sampling workflows
Labeling and operator metrics improve efficiency and reduce costs
Configurable UI based on use case
uTask
A fully configurable, real-time work orchestration platform equipped for all your needs
Découvrez 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.
Automated configuration support for various workflows, such as edit review, sample review, and consensus models
Programmatic data exchange and task uploads
One-stop source for operations metrics
Feedback loop
Real-time analytics dashboards for governance
Testlab
Uber’s custom test management & testing platform
uTranslate
Uber’s in-house platform that makes apps feel local for everyone, everywhere
Text labeling
Text labeling annotates data with tags to help machine learning models understand it, enabling tasks like sentiment analysis, entity recognition, and intent classification for AI-driven chatbots, search, and recommendations.
Image labeling
Image labeling assigns meaningful tags or annotations to images, helping machine learning models recognize objects, scenes, or patterns for applications like autonomous vehicles, facial recognition, and medical imaging.
Video labeling
Video labeling annotates frames with tags to help machine learning models detect objects, actions, and events, enabling applications like surveillance, autonomous driving, and content recommendation.
Audio labeling
Audio labeling tags sound data to help machine learning models recognize speech, music, and effects, enabling applications like voice assistants, speech-to-text, and sound event detection.
Cartes
Maps labeling annotates geographic data with tags to help machine learning models recognize locations, routes, and landmarks, enabling applications like navigation, geocoding, and urban planning.
ADAS & LIDAR
ADAS and LiDAR labeling annotates sensor data to help machine learning models detect objects, lane markings, and obstacles, enabling applications like autonomous driving, collision avoidance, and 3D mapping.
Recherche
Search labeling tags queries and results to help machine learning models understand intent, relevance, and ranking, enhancing applications like web search, e-commerce recommendations, and AI-driven assistants.
AR / VR Labeling
AR/VR labeling annotates virtual and real-world data to help machine learning models enhance object tracking, spatial awareness, and interactions, enabling applications like gaming, training, and immersive experiences.
End-to-end testing
End-to-end testing ensures your app works as expected from start to finish by testing its entire workflow, including integrations, databases, and user interactions, to detect issues before deployment.
User experience testing
User experience (UX) testing evaluates a product’s usability, accessibility, and overall experience by analyzing real user interactions, identifying pain points, and optimizing design for better engagement.
Accessibility testing
Accessibility testing ensures digital products are usable by people with disabilities by evaluating compliance with WCAG standards, testing assistive technologies, and improving inclusivity for all users.
Tests de performance de l'application
App performance testing evaluates speed, responsiveness, and stability under different conditions by simulating loads, monitoring resource usage, and identifying bottlenecks to ensure a smooth user experience.
Compliance testing
Compliance testing verifies that a product meets regulatory, legal, and industry standards by assessing security, data privacy, and operational policies to ensure adherence and avoid penalties.
Device & OS testing
Device and OS testing ensures an app functions correctly across different devices, operating systems, and versions by checking compatibility, performance, and UI consistency to optimize user experience.
Automated & Manual LQA
Automated LQA (Linguistic Quality Assurance) leverages AI to detect untranslated text, truncation, formatting, and linguistic inconsistencies, ensuring efficiency at scale. Manual LQA involves human reviewers verifying accuracy, fluency, cultural relevance, and adherence to brand voice
AI / Machine Translation Enablement
AI/Machine Translation Enablement optimizes localization using 60+ custom MT models, domain-specific training, and human-in-the-loop validation to ensure high accuracy, faster turnaround, and scalability
Routing Platform & Connector
The Routing Platform & Connector automates localization workflows by integrating with S3, Google Suite, and TMS, ensuring seamless content distribution, efficient routing, and scalable translation management
Nuanced & Experienced Linguistics
Nuanced & Experienced Linguistics leverage 1,000+ linguists and SLV vendor models, ensuring high-quality translations with domain expertise, cultural adaptation, and consistency across workflows
Améliorez la rentabilité en utilisant nos cadres mondiaux éprouvés, notre innovation technologique continue et nos mesures rigoureuses d'amélioration des processus.
Améliorez et augmentez la précision : effectuez chaque tâche selon les critères les plus élevés du secteur, sans compromis sur l'excellence.
Gérez et surmontez les difficultés intrinsèques au développement de l'IA en vous assurant que votre technologie et vos opérations restent à la pointe du progrès en matière de flexibilité, d'adaptabilité et de rapidité.
Industry solutions
Secteurs
Guides