What is Amazon Augmented AI (A2I)?

Amazon Augmented AI (Amazon A2I) streamlines the development of workflows essential for human assessment of machine learning predictions. By offering an easy-to-use platform for developers, Amazon A2I reduces the cumbersome tasks involved in setting up human review systems and managing multiple reviewers. In many machine learning scenarios, human evaluation is crucial, especially when dealing with predictions that carry low confidence, which is vital for verifying their correctness. For example, when processing data from scanned mortgage applications, human involvement is often required in cases of poor-quality scans or unclear handwriting. Creating functional human review systems can be a lengthy and expensive endeavor, as it involves designing detailed processes, building custom software for task management, and often coordinating large groups of reviewers. This level of complexity can discourage organizations from adopting essential review systems; however, A2I seeks to simplify this experience and enhance the feasibility of implementation. Ultimately, the aim is to empower businesses to integrate effective review mechanisms without the usual challenges.

Screenshots and Video

Company Facts

Company Name:
Amazon
Date Founded:
1994
Company Location:
United States
Company Website:
aws.amazon.com/augmented-ai/

Product Details

Deployment
SaaS
Training Options
Documentation Hub
Support
Standard Support
Web-Based Support

Product Details

Target Company Sizes
Individual
1-10
11-50
51-200
201-500
501-1000
1001-5000
5001-10000
10001+
Target Organization Types
Mid Size Business
Small Business
Enterprise
Freelance
Nonprofit
Government
Startup
Supported Languages
English

Amazon Augmented AI (A2I) Categories and Features

Machine Learning Software

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

More Amazon Augmented AI (A2I) Categories