Gartner Research

China Summary Translation: 'Market Guide for AI Portfolio Cloud Service Providers'

Published: 02 January 2019

ID: G00374206

Analyst(s): Daniel Sun , Bern Elliot


Cloud providers offer portfolios of AI services, which include machine learning, language and computer vision. This document provides an overview for enterprise architecture and technology innovation leaders of Amazon, Google, IBM, and Microsoft's product capabilities and deployment strategies.

Table Of Contents



Market Guide for AI Portfolio Cloud Service Providers

  • Key Findings
  • Recommendations

Market Definition

  • Market Description

Market Direction

  • Machine Learning Services
  • Language-Processing Services
  • Computer Vision Services
  • Other Services

Market Analysis

  • Machine Learning
  • Language Processing
  • Vision Services

Representative Vendors

  • Market Introduction
  • Vendor Profiles
    • Amazon
    • Google
    • IBM
    • Microsoft

Market Recommendations

  • Select the ML Service That Best Balances Your Organization's Data Science Expertise With the Features Needed to Deliver the Solution
  • Leverage Pretrained NLP Systems to Create Cloud-Based Chatbots for Extractive Use Cases
  • Plan to Address Nondeterminism in Label Extraction for Generalized Image Analysis
  • Apply Facial Detection, Recognition and Analysis to Unlock New Sources of Image-Based Data

Gartner Recommended Reading

©2021 Gartner, Inc. and/or its affiliates. All rights reserved. Gartner is a registered trademark of Gartner, Inc. and its affiliates. This publication may not be reproduced or distributed in any form without Gartner’s prior written permission. It consists of the opinions of Gartner’s research organization, which should not be construed as statements of fact. While the information contained in this publication has been obtained from sources believed to be reliable, Gartner disclaims all warranties as to the accuracy, completeness or adequacy of such information. Although Gartner research may address legal and financial issues, Gartner does not provide legal or investment advice and its research should not be construed or used as such. Your access and use of this publication are governed by Gartner’s Usage Policy. Gartner prides itself on its reputation for independence and objectivity. Its research is produced independently by its research organization without input or influence from any third party. For further information, see Guiding Principles on Independence and Objectivity.

Already have a Gartner Account?

Become a client

Learn how to access this content as a Gartner client.