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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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Media

Integrations Supported

Coral

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

Data Annotation

Not specified

Data Labeling

Not specified

LiDAR

Not specified

Machine Learning

Not specified

RLHF

Not specified

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