Scale is a highly trusted AI company, which provides machine learning with high-quality labeled data. Their mission is to deliver faster AI investments and better data. Scale offers an extensive range of services, including Rapid, Studio, 3D Sensor Fusion, Image, Video, Text, Audio, Mapping, Catalog, Enterprise AI, Nucleus, Content Understanding, InstantML, Spellbook, and Synthetic for clients in multiple industries such as Retail & eCommerce, Defense, Logistics, Autonomous Vehicles, Robotics, AR/VR, Content & Language, RLHF, Smart Port Lab, Federal LLMs, and more.
The Scale Rapid provides the fastest method to production-quality labels. Scale Studio offers labeling infrastructure for clients' workforce, offering onboarding, quality control, and management tools that make labeling scalable and efficient.
Scale 3D Sensor Fusion offers advanced annotations for LiDAR + RADAR data. Clients can choose from Scale's Image, Video, Text, Audio Mapping, Catalog, Enterprise AI for specific labeled data annotation needs.
Scale also provides Pre-built AI Models and Tools and AI Models Deployment and Management for different industries, such as retail and eCommerce, defense, logistics, autonomous vehicles, robotics, AR/VR, and others. Scale has a range of customers, including product managers, chief data science officers, data engineers, and more from TRI, States Title, Skydio, Standard Cognition, Nuro, and others.
With Scale, customers can achieve robust document understanding and extraction with Scale Document AI fine-tuned with their data for their specific use case, reducing costs up to 90%. Scale's pricing is relatively flexible and scalable, with pay-as-you-go pricing for smaller-scale projects or experimental work via credit card. Scale Enterprise AI is the most convenient tool for larger-scale projects that require enterprise-grade SLAs and quality and volume-based rates to meet customers' needs.
TLDR
Scale is an AI company that offers high-quality labeled data for machine learning, with a mission to deliver faster AI investments and better data. Scale Rapid, Studio, 3D Sensor Fusion, Image, Video, Text, Audio, Mapping, Catalog, Enterprise AI, Nucleus, Content Understanding, InstantML, Spellbook, and Synthetic are the company's services. Its document understanding and extraction are delivered via Scale Document AI.
Pay-as-you-go pricing is available via credit card or volume-based pricing via Scale Enterprise AI. Scale has a wide range of clients, including product managers, chief data science officers, data engineers, and more from different industries, such as Retail & eCommerce, Defense, Logistics, Autonomous Vehicles, Robotics, AR/VR, Content & Language, RLHF, Smart Port Lab, Federal LLMs, and others.
Company Overview
Scale is an AI company that specializes in providing high-quality labeled data for machine learning. The company's mission is to deliver value from AI investments faster with better data. Scale offers a wide range of services such as Rapid, Studio, 3D Sensor Fusion, Image, Video, Text, Audio, Mapping, Catalog, Enterprise AI, Nucleus, Content Understanding, InstantML, Spellbook, and Synthetic to clients in different industries including Retail & eCommerce, Defense, Logistics, Autonomous Vehicles, Robotics, AR/VR, Content & Language, RLHF, Smart Port Lab, Federal LLMs, and more.
With Scale Rapid, clients have access to the fastest way to production-quality labels. Scale Studio provides labeling infrastructure for your workforce while Scale 3D Sensor Fusion offers advanced annotations for LiDAR + RADAR data. Scale Image provides comprehensive annotations for images, while Scale Video offers scalable annotations for video data.
Scale Text provides sophisticated annotations for text-based data, and Scale Audio provides audio annotation and speech annotation for NLP. Scale Mapping is the flexible solution to develop your own maps. Scale Catalog helps create, enrich, and enhance eCommerce data, while Scale Enterprise AI models support clients' business use cases.
Scale Nucleus serves as the mission control for clients' data, and Scale Launch helps ship and track their models in production. Scale Content Understanding helps manage content for better user experiences, and InstantML provides next-day machine learning models without ML expertise. Scale Spellbook serves as the platform for large language model applications, while Scale Synthetic helps generate synthetic data.
Scale's clients benefit from human insights that help with search relevance, eCommerce, natural language processing, audio transcription, document processing, and more. Scale's operational excellence augmented by technology enables it to exceed demanding quality, cost, and latency requirements. The company's ML-powered pre-labeling and an automated quality assurance system ensure high-quality annotations for the most safety-critical applications.
The company has a range of customers, including product managers, chief data science officers, data engineers, and more from TRI, States Title, Skydio, Standard Cognition, Nuro, and others.
Clients can quickly choose what data to label with active learning and advanced querying. Visualization of data, identification of edge cases with integrated model predictions, and solving of the long tail with Scale Nucleus is possible.
Clients can also achieve robust document understanding and extraction across any document type with Scale Document AI fine-tuned with their data for their exact use case. Scale Document AI guarantees 99%+ quality and low latency to reduce costs up to 90%+ with an optional human-in-the-loop review.
In summary, Scale is a trusted company by the world's most ambitious AI teams to provide high-quality labeled data for machine learning. Scale's range of services covers different industries, and the company helps clients benefit from human insights, operational excellence, and automated quality assurance systems.
Clients can quickly choose what data to label with active learning and advanced querying and achieve robust document understanding and extraction with Scale Document AI. With Scale, clients can deliver value from their AI investments faster with better data.
Features
Labeled Data for Machine Learning
Rapid
Scale Rapid is the fastest way to production-quality labels. With active learning and advanced querying, clients can quickly choose what data to label. The ML-powered pre-labeling and an automated quality assurance system ensure high-quality annotations for safety-critical applications such as autonomous driving and medical imaging.
Studio
Scale Studio provides labeling infrastructure for clients' workforce. It offers onboarding, quality control, and management tools, making labeling scalable and efficient. Clients can enjoy immediate access to a pool of professional annotators with different domain expertise for labeling texts, images, videos, and audio.
3D Sensor Fusion
Scale 3D Sensor Fusion offers advanced annotations for LiDAR + RADAR data. Its annotators meticulously label every point cloud and beam, making it easy for clients' ML models to detect and classify objects from 3D data. Clients can achieve high detection accuracy for autonomous driving, robotics, and AR/VR applications.
Data Annotation for Various Industries
Image
Scale Image provides comprehensive annotations for images. Its annotators can handle a wide range of image annotation types, including bounding boxes, polygons, semantic segmentation, landmark annotation, and more. Clients in retail & eCommerce, defense, and content & language benefits from highly accurate image annotations for search relevance, product recommendations, and image recognition.
Video
Scale Video offers scalable annotations for video data. Clients can annotate objects and actions in a video frame by frame for action recognition or tracking. They can also label the motion and speed of objects for traffic analysis and crowd counting.
Its annotators can generate high-quality tracking data with NDA guarantee.
Text
Scale Text provides sophisticated annotations for text-based data. Its annotators can parse unstructured text into different components, such as entities, relationships, and events. They can also label intent, sentiment, and dependency in natural language data to support clients' NLP models.
Clients can improve their chatbots, customer service, and search engines' performance with highly accurate text annotations.
Audio
Scale Audio provides audio annotation and speech annotation for NLP. Its annotators label speech, speaker recognition, named entities, and sentiment in audio data to enable clients' voice search and voice assistant to understand human voices better. Clients in healthcare and call centers benefit from highly accurate audio annotations for transcription and analysis.
Mapping
Scale Mapping is the flexible solution to develop clients' maps. Its annotators can create digital maps and datasets with high accuracy and maintain their maps up-to-date. Clients in logistics and smart port lab can use Scale Mapping to track their vessels and cargos and optimize their port operation.
Pre-Built AI Models and Tools
InstantML
InstantML provides next-day machine learning models without ML expertise. Clients' can process their data, and InstantML automatically suggests the best models and fine-tunes the models to the clients' data. Clients can use the models to predict customers' behavior, demand and optimize their supply chain, and fraud detection.
Content Understanding
Scale Content Understanding helps manage content for better user experiences. Its deep learning models can analyze clients' articles and texts to extract entities, keywords, and intents. Clients can identify outdated contents, generate summaries, and match contents with their audiences to improve their engagement.
Synthetic
With Scale Synthetic, clients can generate synthetic data to improve their ML models. Synthetic data can train clients' models on rare or non-existing data, and they don't have to worry about privacy or ethical concerns. Clients can generate synthetic images, videos, and texts that mimic their real data for annotation.
AI Models Deployment and Management
Enterprise AI
Scale Enterprise AI models support clients' business use cases. Scale provides pre-built models for OCR, object detection, and entity extraction. Clients can also use Scale's custom model development services to create models for their specific applications.
Scale's models are easy to integrate with clients' software through API, and they are scalable in the cloud.
Nucleus
Scale Nucleus serves as the mission control for clients' data. Clients can easily find the data they need, track the labeling and annotation progress, and review the labeled data quality. Nucleus also provides integrated model prediction insights, model metrics, and inter-annotator agreement analysis, enabling clients to identify edge cases and optimize their labeling strategy.
Launch
Scale Launch helps ship and track clients' models in production. Clients can easily deploy and monitor their models at scale with Launch. It provides automated testing, data drift detection, and model performance tracking features, ensuring clients' models deliver the desired business impact.
Pricing
Scale offers flexible pricing for their AI tools, allowing customers to choose the option that best suits their needs. For smaller-scale projects or experimental work, the Scale Rapid tool allows for flexible, pay-as-you-go pricing via credit card. This option is ideal for those who need to label their data with Scale's trusted taskers or their own labelers.
For larger-scale projects that require guaranteed turnaround times and high-quality results, Scale Enterprise AI is the solution. This option includes annual commitments and volume-based rates, ensuring that customers receive enterprise-grade quality and throughput SLAs. Additionally, dedicated customer operations support is available for those who require it.
Scale also offers a range of other tools and services with varying pricing options. For example, Scale 3D Sensor Fusion and Scale Image offer comprehensive annotations for LiDAR + RADAR data and images, respectively.
Scale Audio and Scale Text provide sophisticated annotations for audio and text-based data, while Scale Video offers scalable annotations for video data. Scale Mapping provides a flexible solution for customers looking to develop their own maps, while Scale Catalog enables the creation, enrichment, and enhancement of eCommerce data.
For those with more specialized needs, Scale also offers tools tailored to specific industries such as retail and eCommerce, defense, logistics, autonomous vehicles, robotics, AR/VR, and more. Additionally, Scale offers services such as Scale InstantML, which allows customers to generate next-day machine learning models without any prior expertise in the field. Scale Synthetic provides the ability to generate synthetic data for more effective AI training, while Scale Spellbook is a platform for large language model apps.
Overall, Scale's pricing is scalable and flexible, allowing customers to choose the option that best suits their needs and budget. As a result, customers can accelerate the development of their AI applications and achieve better user experiences with more accurate and reliable data annotations.
FAQ
What does Scale offer?
Scale is an AI company that provides high-quality labeled data for machine learning. The company offers a wide range of services such as Rapid, Studio, 3D Sensor Fusion, Image, Video, Text, Audio, Mapping, Catalog, Enterprise AI, Nucleus, Content Understanding, InstantML, Spellbook, and Synthetic to clients in different industries.
Who are Scale's clients?
Scale's clients come from various industries, including Retail & eCommerce, Defense, Logistics, Autonomous Vehicles, Robotics, AR/VR, Content & Language, RLHF, Smart Port Lab, Federal LLMs, and others. Scale has a range of customers, including product managers, chief data science officers, data engineers, and more from TRI, States Title, Skydio, Standard Cognition, Nuro, and others.
How does Scale Rapid help clients?
Scale Rapid offers the fastest way to production-quality labels, enabling clients to have access to high-quality labeled data faster for their machine learning models. This service provides active learning, advanced querying, visualization of data, model predictions, and edge case identification to ensure high-quality annotations. Scale Rapid delivers high-quality annotations for the most safety-critical applications and ensures operational excellence.
What is Scale Content Understanding?
Scale Content Understanding offers a solution for clients to manage content for better user experiences. With this service, clients can achieve robust document understanding and extraction across any document type with Scale Document AI fine-tuned with their data for their exact use case. Scale Document AI guarantees 99%+ quality and low latency to reduce costs up to 90%+ with an optional human-in-the-loop review.
Content Understanding uses automated quality assurance systems to ensure high-quality annotations.
What is Scale's Enterprise AI?
Scale Enterprise AI offers models that support clients' business use cases. This service provides high-quality labeled data for machine learning and delivers value from AI investments faster with better data. Clients benefit from human insights that help with search relevance, eCommerce, natural language processing, audio transcription, document processing, and more.
Scale's operational excellence augmented by technology enables it to exceed demanding quality, cost, and latency requirements.
