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What is Surge AI?
Surge is creating contemporary human data infrastructure to fuel the upcoming generation of AI, which includes developing advanced large language models through reinforcement learning from human feedback (RLHF) and establishing comprehensive content moderation systems. Our talented team is composed of experts from prestigious institutions such as Google, Meta, Stanford, Harvard, and MIT, bringing a wealth of experience and knowledge to the project. Together, we aim to set new standards in the AI landscape.
What is Scale Data Engine?
The Scale Data Engine equips machine learning teams with the necessary tools to effectively enhance their datasets. By unifying your data, verifying it against ground truth, and integrating model predictions, you can effectively tackle issues related to model performance and data quality. You can make the most of your labeling budget by identifying class imbalances, errors, and edge cases within your dataset through the Scale Data Engine. This platform has the potential to significantly boost model performance by pinpointing and addressing areas of failure. Implementing active learning and edge case mining allows for the efficient discovery and labeling of high-value data. By fostering collaboration among machine learning engineers, labelers, and data operations within a single platform, you can assemble the most impactful datasets. Furthermore, the platform offers straightforward visualization and exploration of your data, facilitating the rapid identification of edge cases that need attention. You have the ability to closely track your models' performance to ensure that you are consistently deploying the optimal version. The comprehensive overlays within our robust interface provide an all-encompassing view of your data, including metadata and aggregate statistics for deeper analysis. Additionally, Scale Data Engine supports the visualization of diverse formats such as images, videos, and lidar scenes, all enriched with pertinent labels, predictions, and metadata for a detailed comprehension of your datasets. This functionality not only streamlines your workflow but also makes Scale Data Engine an essential asset for any data-driven initiative. Ultimately, its capabilities foster a more efficient approach to managing and enhancing data quality across projects.
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Integrations Supported
API Availability
API Availability
Pricing Information
Per Task Basis
Pricing Information
Pricing not provided
Free Trial Offered?
Supported Platforms
SaaS
Supported Platforms
SaaS
Customer Service / Support
Standard Support
Customer Service / Support
Web-Based Support
Training Options
Documentation Hub
Training Options
Documentation Hub
Online Training
Company Facts
Organization Name
Surge AI
Date Founded
2020
Company Location
United States
Company Website
surgehq.ai/
Company Facts
Organization Name
Scale AI
Date Founded
2016
Company Location
United States
Company Website
scale.com/data-engine
Categories and Features
Data Labeling
Not specified
RLHF
Not specified
Categories and Features
AI Training Data Providers
Not specified
Data Annotation
Not specified
Data Labeling
Not specified
LiDAR
Not specified
Machine Learning
Not specified
RLHF
Not specified