Name: Amazon SageMaker AI
Rating: 4.5 (40 reviews)

Overview

Product Information on Amazon SageMaker AI

Updated 7th May 2026

What is Amazon SageMaker AI?

Amazon SageMaker AI is a software that enables developers and data scientists to build, train, and deploy machine learning models at scale. The software offers a managed environment that supports various machine learning frameworks and algorithms, including built-in tools for data labeling, model tuning, and data preparation. It provides infrastructure automation for distributed training, as well as model hosting for real-time and batch inference. Users can take advantage of integrated Jupyter notebooks to perform data exploration and preprocessing. Amazon SageMaker AI supports deployment across cloud and edge environments, helping organizations accelerate and standardize machine learning workflows. The software addresses the challenges of operationalizing machine learning by streamlining development and deployment processes.

Overall experience with Amazon SageMaker AI

Software Developer

<50M USD, Finance (non-banking)

FAVORABLE

“First-Time Deployment and AWS Account Setup Present Significant Learning Curve”

4.0

Apr 22, 2026

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Engineer

<50M USD, Services (non-Government)

CRITICAL

“Easy Setup Appreciated, Yet Local Task Isolation Remains a Desired Improvement”

3.0

Jul 16, 2025

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Badges

Gartner Peer Insights recognizes vendors who meet or exceed both the market average Overall Experience and the market average User Interest and Adoption score through a Customers’ Choice distinction.

For Market:
AI Application Development Platforms

About Company

Company Description

Amazon Web Services (AWS), established in 2006, is focused on providing essential infrastructure services to businesses globally in the form of cloud computing. The key advantage offered through cloud computing, particularly via AWS, is its capacity to shift fixed infrastructure expenses into flexible costs. Businesses have been able to forgo extensive planning and procurement of servers and other Information Technology (IT) resources, owing to AWS. AWS seeks to provide businesses with prompt and cost-effective access to resources using Amazon's expertise and economies of scale, as and when their business requires. Currently, AWS offers a robust, scalable, economic infrastructure platform on the cloud powering an extensive array of businesses worldwide. It operates across numerous industries with data center locations in various parts of the globe including U.S., Europe, Singapore, and Japan.

Company Details

Company type

Public

Year Founded

2006

Head office location

Seattle, United States

Number of employees

10001+

Website

http://aws.amazon.com

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

Reviewer Insights for: Amazon SageMaker AI

Deciding Factors: Amazon SageMaker AI Vs. Market Average