Amazon Augmented AI
Amazon Augmented AI (Amazon A2I) is a machine learning service that makes it easy to build the workflows required for human review of ML predictions. Amazon A2I brings human review to all developers, removing the undifferentiated heavy lifting associated with building human review systems or managing large numbers of human reviewers.
1 APIs
1 Capabilities
10 Features
Amazon Augmented AIHuman In The LoopMachine LearningAI ReviewAWS
APIs
Amazon Augmented AI API
REST runtime API for Amazon Augmented AI covering human loops for human review of machine learning predictions.
Capabilities
Run Capabilities with Naftiko — Deploy and orchestrate these API capabilities using Naftiko Fleet.
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Human Review Workflow
Workflow capability for managing human-in-the-loop review of machine learning predictions using Amazon Augmented AI.
Run with NaftikoRun Capabilities with Naftiko — Deploy and orchestrate these API capabilities using Naftiko Fleet.
Run with Naftiko
Features
Human review integration for Amazon Rekognition and Amazon Textract
Custom flow definitions for any ML use case
Built-in worker task templates for common review tasks
Integration with Amazon SageMaker Ground Truth for workforce management
Private, vendor, and Amazon Mechanical Turk workforce support
Automatic routing based on ML confidence scores
Audit trail with evidence of human review decisions
Scalable workforce management across thousands of reviewers
Pre-built UI templates for image and text review tasks
Compliance support with PII content classifiers
Use Cases
Review low-confidence document text extraction results
Validate image classification predictions before deployment
Moderate user-generated content with human reviewers
Ensure accuracy of medical record processing
Verify identity document data extraction results
Build training datasets with human-verified labels
Integrations
Amazon SageMaker
Amazon Rekognition
Amazon Textract
Amazon S3
Amazon SageMaker Ground Truth
Amazon Mechanical Turk
AWS IAM
Amazon CloudWatch
AWS Lambda
Amazon SNS