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表紙
市場調查報告書

全球AI/機器學習平台市場成長機會

Global Artificial Intelligence/Machine Learning Platforms Growth Opportunities

出版商 Frost & Sullivan 商品編碼 1015032
出版日期 內容資訊 英文 59 Pages
商品交期: 最快1-2個工作天內
價格
全球AI/機器學習平台市場成長機會 Global Artificial Intelligence/Machine Learning Platforms Growth Opportunities
出版日期: 2021年06月03日內容資訊: 英文 59 Pages
簡介

對顛覆性技術的需求和激烈的競爭將為未來的市場成長創造可能性。

本報告提供全球AI/機器學習平台的市場調查,市場概要,市場成長的各種影響因素分析,主要市場趨勢,收益的變化、預測,關注的企業,成長機會分析等資料。

策略性必要條件

  • 成長日益變得困難的理由
  • Strategic Imperative 8
  • 前三名策略性推薦事項的對市場的影響
  • 推動Growth Pipeline Engine的成長機會

成長機會分析

  • 市場概要
  • 分析範圍
  • 主要成長指標
  • 市場成長要素
  • 阻礙市場成長要素
  • 預測的前提條件
  • 收益預測
  • 收益預測分析
  • 市場方向性
  • 主要預測第5項
  • 平台的重要性
  • 市場分類
    • 認識
    • 理解
    • 預測
  • 企業簡介:Amazon Web Services (AWS)
  • 企業簡介:Cloudera
  • 企業簡介:Google
  • 企業簡介:IBM
  • 企業簡介:Microsoft

今後展望

  • 重要成長因素
  • 關注企業:Alteryx
  • 關注企業:Databricks
  • 關注企業:DataRobot
  • 關注企業:RStudio

成長的機會

  • 成長機會:客戶經驗及客服中心AI/ML
  • 成長機會:人力資源、銷售、行銷AI/ML
  • 成長機會:製造業的AI/ML
  • 成長機會:智慧城市的AI/ML
目錄
Product Code: PBA6-69

Demand for Disruptive Technologies and Intense Competition Create Future Growth Potential

Companies across all industry verticals recognize the importance of customer satisfaction (hence, retention) and demand generation (be it new sales, upsells or cross-sells) for business growth.

Feeding data into AI/ML platforms, then making sense of such data and creating models that explain or predict customer satisfaction or demand is at the core of AI/ML platforms. Insights from AI/ML platforms not only explain what happened (as in looking at the rear-view mirror), but can also predict future outcomes based on different scenarios and suggest or even trigger actions autonomously.

Additionally, combinations of AI/ML platforms with applications like chatbots, cybersecurity or automation can control or reduce costs of scaling operations. These tools usually have shorter returns on investment and their business cases are easier to defend. But the real power of AI/ML platforms resides in the potential to generate additional or new revenue streams.

From being something reserved for large corporations with vast financial resources, AI/ML is starting to become accessible to even small businesses without a dedicated team of data scientists. Insights-driven organizations are rapidly getting ahead of the competition. In the medium term, AI/ML adoption is forecast to be essential for business survival.

Research Highlights:

This study highlights the market trends, drivers, challenges, and restraints for AI/ML platforms software vendors. The specific AI/ML software categories are mainly recognition, comprehension, and prediction. The report presents market sizing based on the year 2020 and revenue forecasts for 2021-2025. It also explores growth opportunities in the AI/ML platforms market and identifies potential business models.

Table of Contents

Strategic Imperatives

  • Why is it Increasingly Difficult to Grow?
  • The Strategic Imperative 8™
  • The Impact of the Top Three Strategic Imperatives on the Artificial Intelligence/Machine Learning Platforms Market
  • Growth Opportunities Fuel the Growth Pipeline Engine™

Growth Opportunity Analysis

  • AI/ML Market Overview
  • AI/ML Market Overview (continued)
  • AI/ML Market Overview (continued)
  • AI/ML Market Overview (continued)
  • AI/ML Market Scope of Analysis
  • AI/ML Market Scope of Analysis (continued)
  • Key Growth Metrics for AI/ML Market
  • Growth Drivers for AI/ML Market
  • Growth Restraints for AI/ML Market
  • Forecast Assumptions-AI/ML Market
  • Revenue Forecast-AI/ML Market
  • Revenue Forecast Analysis-AI/ML Market
  • Where is the AI/ML Platforms Market Going?
  • Top 5 Predictions in the AI/ML Platforms Market
  • Top 5 Predictions in the AI/ML Platforms Market (continued)
  • Top 5 Predictions in the AI/ML Platforms Market (continued)
  • Top 5 Predictions in the AI/ML Platforms Market (continued)
  • Top 5 Predictions in the AI/ML Platforms Market (continued)
  • Why AI/ML Platforms are Key
  • Why AI/ML Platforms are Key (continued)
  • AI/ML Platforms Market Segmentation
  • AI/ML Platforms-Recognition
  • AI/ML Platforms-Comprehension
  • AI/ML Platforms-Prediction
  • Company Profiles-Amazon Web Services (AWS)
  • Company Profiles-Cloudera
  • Company Profiles-Google
  • Company Profiles-IBM
  • Company Profiles-Microsoft

The Way Forward

  • The Way Forward-Critical Growth Factors
  • Starting on the AI/ML Platform Journey
  • Beginning the Journey
  • Measuring Success
  • Companies to Watch-Alteryx
  • Companies to Watch-Databricks
  • Companies to Watch-DataRobot
  • Companies to Watch-RStudio

Growth Opportunity

  • Growth Opportunity 1: AI/ML for Customer Experience and Contact Centers
  • Growth Opportunity 1: AI/ML for Customer Experience and Contact Centers (continued)
  • Growth Opportunity 2: AI/ML for Human Resources, Sales, and Marketing
  • Growth Opportunity 2: AI/ML for Human Resources, Sales, and Marketing (continued)
  • Growth Opportunity 3: AI/ML for Manufacturing
  • Growth Opportunity 3: AI/ML for Manufacturing (continued)
  • Growth Opportunity 4: AI/ML for Smart Cities
  • Growth Opportunity 4: AI/ML for Smart Cities (continued)
  • List of Exhibits
  • Legal Disclaimer