--- title: Amazon Augmented AI Reviews meta\_title: 'Amazon Augmented AI Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 67 reviews by the users' company size, role or industry to find out how Amazon Augmented AI works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 67 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Amazon Augmented AI Reviews & Product Details Claimed ###### Profile Status This profile is currently managed by Amazon Augmented AI but has limited features. Are you part of the Amazon Augmented AI team? [Upgrade your plan](https://sell.g2.com) to enhance your branding and engage with visitors to your profile! Amazon Augmented AI (Amazon A2I) is a fully managed service that simplifies the integration of human reviews into machine learning (ML) workflows, ensuring high accuracy in ML predictions. By providing pre-built workflows and customizable options, Amazon A2I enables developers to incorporate human judgment into their ML applications without the need to build and manage complex human review systems. Key Features and Functionality: - Pre-Built Workflows: Amazon A2I offers ready-to-use workflows for common ML use cases, such as content moderation with Amazon Rekognition and text extraction with Amazon Textract. - Customizable Workflows: Developers can create custom workflows tailored to their specific needs, integrating human reviews into any ML application, including those built with Amazon SageMaker. - Flexible Workforce Options: Users can choose from a variety of human reviewers, including their own private workforce, a workforce of over 500,000 independent contractors via Amazon Mechanical Turk, or pre-screened vendors experienced in human review tasks. - Confidence Thresholds and Sampling: Amazon A2I allows setting confidence thresholds to route low-confidence predictions for human review or implementing random sampling to audit predictions, ensuring a balance between accuracy and cost-effectiveness. Primary Value and Problem Solved: Amazon A2I addresses the challenge of ensuring high accuracy in ML predictions by seamlessly incorporating human judgment into automated workflows. This integration is particularly valuable in scenarios where ML models may struggle with low-confidence predictions or require human oversight for sensitive data. By reducing the complexity and cost associated with building human review systems, Amazon A2I enables organizations to deploy ML solutions more confidently and efficiently, ensuring that critical decisions are informed by both machine intelligence and human expertise. * * * Seller [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) Discussions [Amazon Augmented AI Community](https://www.g2.com/products/amazon-augmented-ai/discuss) Solution Type Best-of-Breed Overview by Hemant Chaudhary (Human Resources | HR Policies | HR ONE | STAR LINK | Time Office | Payroll | Compliance ) Show More ## Top-Rated Alternatives [ ![SuperAnnotate](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "SuperAnnotate") SuperAnnotate 4.8/5(381) ](https://www.g2.com/products/superannotate/reviews) [ ![Roboflow](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Roboflow") Roboflow 4.7/5(155) ](https://www.g2.com/products/roboflow/reviews) [ ![Aquarium](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Aquarium") Aquarium 4.6/5(14) ](https://www.g2.com/products/aquarium/reviews) [ View All Alternatives ](https://www.g2.com/products/amazon-augmented-ai/competitors/alternatives) ## User Insights Average based on 67 real user reviews. [Log in to unlock pricing and user insights](/login) ## Amazon Augmented AI Integrations (4) What do users say about integrations? Integration information sourced from real user reviews. [ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon SageMaker ](https://www.g2.com/products/amazon-sagemaker/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Amazon Textract ](https://www.g2.com/products/amazon-textract/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") Google Cloud AI Infrastructure ](https://www.g2.com/products/google-cloud-ai-infrastructure/reviews)[ ![Product Avatar Image](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Product Avatar Image") XRM Webkit ](https://www.g2.com/products/xrm-webkit/reviews) Show More ![ANGAD S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ANGAD S.") AS ANGAD S. student Mid-Market (51-1000 emp.) 7/16/2026 "Reliable Human-in-the-Loop Reviews, but an Enterprise-Style Learning Curve" 3.5/5 What do you like best about Amazon Augmented AI? Amazon Augmented AI is beneficial because it adds a human review step into an AI pipeline without requiring you to build an entirely new system from the ground up. Another major advantage is its integration with AWS tools such as Textract, Rekognition, and SageMaker. It performs reliably when routing low-confidence predictions into human review workflows. From an AI perspective, Amazon Augmented AI can improve prediction accuracy by increasing the overall quality and reliability of outputs in use cases where that level of assurance is required. The user interface is adequate and works well, but it feels more geared toward an enterprise environment than being especially user-friendly. Support and onboarding are helped by the broader AWS ecosystem, although there is still a learning curve when setting up and implementing human review pipelines. Yes, it is definitely worth the price, especially if you are already heavily invested in the AWS ecosystem. Because it charges on a pay-per-use basis for human reviews, the cost directly aligns with the value you receive—saving money by only utilizing human reviewers when the machine learning confidence scores are low. While the initial setup takes time and the process feels quite corporate, the prevention of costly data extraction errors makes the overall pricing highly reasonable. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? Amazon Augmented AI is a very capable tool, but initially it can feel more enterprise-focused than genuinely user-friendly. The interface works reliably, yet it isn’t particularly intuitive, and if you haven’t used other AWS machine learning tools before, it can take some time to set up the review workflows, workers, and integrations. There’s also a learning curve in deciding when to trigger human reviews versus when it’s better to rely solely on your models’ output. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Amazon Augmented AI addresses the gap between predictions produced by automated ML processes and the level of accuracy required in real-world business workflows. In use cases like data entry or data extraction, it helps ensure decisions aren’t made solely on AI outputs with low confidence, since those cases are routed for human review. This improves overall decision quality and reduces the need to manually verify every single piece of information, making it easier to adopt AI in situations where high accuracy and trust are essential. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![Angad S.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Angad S.") AS Angad S. Intern Mid-Market (51-1000 emp.) 6/23/2026 "Reliable Human-in-the-Loop AI with Seamless AWS Integration" 4/5 What do you like best about Amazon Augmented AI? Amazon Augmented AI is beneficial because it incorporates a human review component within an AI pipeline without needing to develop a whole new system from the ground up. Integration with AWS tools such as Textract, Rekognition, and SageMaker is another big advantage of Amazon Augmented AI, which performs reliably in directing low-confidence predictions into review pipelines. In terms of AI, Amazon Augmented AI provides improvements to accuracy of predictions in terms of their quality and reliability in use cases where it is required. The user interface is adequate and works well, but it seems more aimed at the enterprise environment than being particularly user-friendly. Support and onboarding are somewhat assisted by the rest of AWS infrastructure, but there is still a learning curve involved in implementing human review pipelines. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? Amazon Augmented AI is a very capable tool, but at first it can feel more enterprise-oriented than truly user-friendly. While the interface functions well, it isn’t especially intuitive, and if you haven’t used other AWS machine learning tools before, it may take time to set up the review workflows, workers, and integrations. There’s also a learning curve in figuring out when to trigger human reviews versus when it’s better to rely solely on your models’ output. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Amazon Augmented AI solves the issue of the difference between the predictions made by the automated ML process and the accuracy required in real-world business processes. In scenarios such as data entry or extraction, it ensures that the decision-making is not based on AI results that lack sufficient confidence because they are directed for human review. This enhances the quality of decisions and eliminates the need for manual verification of every piece of information, making it much easier to adopt AI in scenarios when high accuracy and trust matter. Review collected by and hosted on G2.com. Show More 7/16/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![Cun j.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Cun j.") CJ Cun j. Sr. Consultant Enterprise (\> 1000 emp.) 5/19/2026 "Streamlines Human Review for Safer AI, Though Consistency Needs Better Feedback" 3.5/5 What do you like best about Amazon Augmented AI? Easily to add human review to AI decisions when the AI is not sure, only need to send uncertain AI results to humans for checking automatically, make AI safer, with little work. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? The results are not always consistent and depend on the quality of human reviews. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Saves time, make it easier to move AI models into production use. Review collected by and hosted on G2.com. Show More 6/25/2026 Current UserValidated ReviewerIncentivizedSource: G2 invite ![VIJAY K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "VIJAY K.") VK VIJAY K. na Small-Business (50 or fewer emp.) 5/6/2025 "Smart AI training solution by Amazon web services" 4/5 What do you like best about Amazon Augmented AI? I really appreciate how it improves machine learning models by using real user reviews and feedback. It makes the system smarter over time and much more responsive to actual user needs. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? It's a powerful tool with a lot of potential, but since it still depends on human input for certain tasks, achieving complete automation remains a challenge. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Augmented AI improves machine learning model performance by integrating human input into AI workflows, it enhances machine learning model performance and helps refine predictions more effectively Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Ayush J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Ayush J.") AJ Ayush J. Software engineer Mid-Market (51-1000 emp.) 7/31/2024 "Great for Combining AI with Human Review" 4/5 What do you like best about Amazon Augmented AI? The best part about Amazon Augmented AI is its seamless integration of machine learning with human review, which significantly enhances accuracy and efficiency. The user-friendly interface and flexibility to customize workflows to specific needs are also standout features. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? One downside is that the initial setup can be complex and may require a learning curve. Additionally, the cost can add up if you need extensive human reviews. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Improving Accuracy: It helps us ensure that our AI predictions are accurate by allowing humans to review and correct the results when needed. Saving Time: By automating repetitive tasks and only involving humans for complex decisions, it speeds up our workflow and reduces manual effort. Flexible Workflows: We can easily customize the system to fit our specific needs, making our processes more efficient and effective. Review collected by and hosted on G2.com. Show More Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services") UI Verified User in Information Technology and Services Small-Business (50 or fewer emp.) 9/1/2024 "Needs further refinement" 3.5/5 What do you like best about Amazon Augmented AI? Amazon Augmented AI has been a valuable addition to our health care app, particularly for integrating human review into our automated processes. We initially used it to simulate human judgment in our model's outputs, which helped us refine our approach and build confidence in the system. The setup was straightforward, and the flexibility to create custom workflows suited our needs well. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? In practice, the actual human reviews we received sometimes differed from our simulations. This discrepancy highlighted the variability in human judgment and made it clear that while the service is robust, it's not a perfect substitute for all scenarios. Despite this, Amazon A2I has been instrumental in improving the accuracy of our model and ensuring that critical decisions are double-checked. It’s a useful tool, but be prepared to manage some variability in the outcomes. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? It is used to simulate human reviews and as we were building a health care app we wanted to test it so that is how it was benefitting us. Review collected by and hosted on G2.com. Show More Validated ReviewerSource: Organic ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services") IF Verified User in Financial Services Mid-Market (51-1000 emp.) 8/11/2024 "Solid solution for ML applications" 4/5 What do you like best about Amazon Augmented AI? Working on fintech projects, after multiple iterations and refinements, A2I let us improve the model accuracy avoiding false positives/negatives in fraud detection, and reducing the chance of errors with high risk operations, such as loans or investments. The process implementation was simple enough for our development teams. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? Meeting compliance standards was a challenge, especially in handling sensitive financial data. AWS security protocols are strong but it took extra time for our organization to understand and implement them following GDPR and CCPA. You might consider extra training costs in your projects for compliance and QA processes. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? The product helped our fintech organization to enhance the reliability and accuracy of the ML models. However, any project leader should consider the potential extra costs, QA challenges, and regulatory implications in their timelines and budgets. I'd recommend a pilot project first, to validate use cases, QA processes, performance and costs. Review collected by and hosted on G2.com. Show More 2/13/2025 Validated ReviewerIncentivizedSource: G2 invite ![Verified User in Writing and Editing](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Writing and Editing") UW Verified User in Writing and Editing Small-Business (50 or fewer emp.) 7/30/2024 "A Smart AI Training Solution by AWS" 4/5 What do you like best about Amazon Augmented AI? I appreciate how it refines ML models by leveraging user reviews and feedback, making the learning process more adaptive and effective Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? It’s a great tool, but its reliance on human intervention for certain tasks makes full automation difficult. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? By integrating human input into AI workflows, it enhances machine learning model performance and helps refine predictions more effectively Review collected by and hosted on G2.com. Show More 1/31/2025 Validated ReviewerIncentivizedSource: G2 invite JM Joe M. Controller Small-Business (50 or fewer emp.) 7/30/2024 "Promising, but still needs work." 4/5 What do you like best about Amazon Augmented AI? Utilization within the AWS ecosystem. Simple to use Wide range of features to use along with the App builder. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? Sometimes generates bad models when training. Can be difficult to retrain. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? Currently we are working on the AWS environment to build an app to help us automate some of our workflows. Augmented AI has helped us take a step further as a resource when coding or having errors. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ![ASHUTOSH J.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ASHUTOSH J.") AJ ASHUTOSH J. Student Developer Information Services Small-Business (50 or fewer emp.) 7/31/2024 "Great blend of Human Insight with Machine learning" 3.5/5 What do you like best about Amazon Augmented AI? The integration with the current ml models is quite easy to setup and mixing it with human review is also comparatively easy. Review collected by and hosted on G2.com. What do you dislike about Amazon Augmented AI? The initial setup is quite tedious and also the part where i have to pay per task can be better with monthly plans. Review collected by and hosted on G2.com. What problems is Amazon Augmented AI solving and how is that benefiting you? The Accuracy of our Haze detection system and to ensure compliance with regulatory standards in our standart reporting. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ## Questions about Amazon Augmented AI? Ask real users or explore answers from the community Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights. [ Ask about Amazon Augmented AI ](https://www.g2.com/products/amazon-augmented-ai/discussions/new) ![Nitin V.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Nitin V.") NV Nitin Verma • Last activity about 2 months ago What are some practical real-world applications of Amazon Augmented AI (A2I)? 1 Upvote 0 [ Join the conversation ](https://www.g2.com/discussions/what-are-some-practical-real-world-applications-of-amazon-augmented-ai-a2i) [ View all Discussions ](https://www.g2.com/products/amazon-augmented-ai/discuss) ##### Pricing Pricing details for this product isn’t currently available. Visit the vendor’s website to learn more. [ View More Pricing Information ](https://www.g2.com/products/amazon-augmented-ai/pricing) Amazon Augmented AI Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_32d733a305a4eebad1e1ed85ca724f92/roboflow.jpg "Product Avatar Image") Roboflow 4.7/5(155) [ Compare Now ](https://www.g2.com/compare/amazon-augmented-ai-vs-roboflow) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_bbd8db7bb31e1f9a353cf3829bbc1dc9/aquarium.png "Product Avatar Image") Aquarium 4.6/5(14) [ Compare Now ](https://www.g2.com/compare/amazon-augmented-ai-vs-aquarium) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5b1b67d3ac18910133854d44c4456954/deepchecks.jpg "Product Avatar Image") Deepchecks 4.4/5(22) [ Compare Now ](https://www.g2.com/compare/amazon-augmented-ai-vs-deepchecks) ##### ##### Amazon Augmented AI Features Model Training & Optimization - Active Learning Tools Model Training Efficiency Automated Model Retraining Active Learning Process Implementation Data Management & Annotation - Active Learning Tools Smart Data Triage Data Labeling Workflow Enhancement Error and Outlier Identification Model Performance & Analysis - Active Learning Tools Model Performance Insights Cost-Effective Model Improvement Edge Case Integration [ View More Features ](https://www.g2.com/products/amazon-augmented-ai/features) ##### Categories on G2 [Active Learning Tools](https://www.g2.com/categories/active-learning-tools) ##### Explore More [Which bot platforms have a genuinely usable no-code builder that a non-technical marketer can set up in a day without reading documentation?](https://www.g2.com/discussions/bot-platforms-which-bot-platforms-have-a-genuinely-usable-no-code-builder-that-a-non-technical-marketer-can-set-up)[What is the best platform for creating interactive presentations?](https://www.g2.com/discussions/what-is-the-best-platform-for-creating-interactive-presentations)[What are the top tools for automating brand asset approvals?](https://www.g2.com/discussions/what-are-the-top-tools-for-automating-brand-asset-approvals) [Is DualEntry actually worth it as education finance software for Assistant Controllers at higher education institutions based on user reviews?](https://www.g2.com/discussions/is-dualentry-actually-worth-it-as-education-finance-software-for-assistant-controllers-at-higher-education-institutions-based-on-user-reviews)[Best maintenance management software for medium-sized firms](https://www.g2.com/discussions/what-s-the-best-maintenance-management-software-for-medium-sized-firms)[What are the best contact center payments platforms combining digital phone lines with all-in-one service and 24/7 support?](https://www.g2.com/discussions/what-are-the-best-contact-center-payments-platforms-combining-digital-phone-lines-with-all-in-one-service-and-24-7-support) [Show MoreShow Less](javascript:void(0);)