表紙:小売り向け人工知能 (AI):世界市場の分析と予測
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小売り向け人工知能 (AI):世界市場の分析と予測

Artificial Intelligence for Retail Applications: Global Market Analysis and Forecasts

出版日: | 発行: OMDIA | ページ情報: 英文 59 Pages; 20 Tables, Charts & Figures | 納期: 即日から翌営業日

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小売り向け人工知能 (AI):世界市場の分析と予測
出版日: 2020年03月23日
発行: OMDIA
ページ情報: 英文 59 Pages; 20 Tables, Charts & Figures
納期: 即日から翌営業日
担当者のコメント
Omdia | Tracticaは、AI、ロボティクス、自動運転などの新技術を専門とする世界的な調査会社です。当レポートには、在庫管理、ビデオ監視をはじめとする11の主要ユースケースを分析、地域別、ユースケース別の市場予測がカバーされております。
  • 全表示
  • 概要
  • 目次
概要

小売業界は、Amazon、AlibabaおよびWalmartといった破壊的企業と数多くの新興企業が生み出す逆風に直面しています。これらの企業は、売上の促進と運用コストの削減を目標としており、サプライチェーンおよび在庫管理の効率化によってコスト削減を推進しています。

当レポートでは、小売業界における人工知能 (AI)の利用に関連した市場課題について調査し、エコシステム全体の主要企業のプロファイルを提供しており、小売り向けAIソフトウェア市場の現況と今後5年間の発展見通し、世界の小売りAIソフトウェア導入を大幅に促進する利用例、小売りAIアプリケーション市場における成長促進要因と課題、主要企業、および世界の小売りAIソフトウェア市場規模などについて分析しています。

目次

図表

エグゼクティブサマリー

市場課題

  • 概要
  • 市場成長の促進要因
  • 市場障壁

利用例

  • イントロダクション
  • サプライチェーン & インベントリ管理
  • E-コマースVDA
  • ビデオ監視
  • 画像認識:ビジュアル検索、コンテンツ管理および広告
  • ストックアウト管理 & プロモーションコンプライアンス
  • パーソナライズドカスタマージャーニー
  • 無人店舗
  • マーチャンダイジング
  • 購買者行動分析
  • 顧客サービスVDA
  • リターンマネジメント
  • その他の利用例

主要企業

  • イントロダクション
  • Adobe
  • AiFi
  • Badger Technologies
  • Clarifai
  • Google Cloud
  • IBM
  • Inmar Intelligence
  • Intelligence Node
  • Microsoft
  • Nextail
  • Oracle
  • Pensa Systems
  • Salesforce
  • SAP
  • SAS
  • Secret Sauce Partners
  • Shelfie
  • Symphony AI
  • ViSenze
  • Vue.ai
  • その他の企業

市場予測

  • 予測手法
  • 小売り利用例向けAIソフトウェア支出全体
  • AIソフトウェア支出:利用例
  • AIソフトウェア支出:地域別
  • 結論・提言

付録

目次
Product Code: AIRET-20

Title:
Artificial Intelligence for Retail Applications
Supply Chain & Inventory Management, Virtual Digital Assistants, Video Surveillance, Image Recognition, Stockout Management & Promotion Compliance, Personalized Customer Journeys, Autonomous Stores, Merchandising, Shopper Behavior Analytics, Returns Management, and Other Use Cases: Global Market Analysis and Forecasts.

The retail industry has been facing major headwinds spawned by disruptors like Amazon, Alibaba, and Walmart, as well as hundreds of hungry startups, that have built lean, analytics-driven organizations based on scale and efficiency. The goal of these organizations is to drive top-line revenue and reduce operating costs. Overall, revenue and margins are under pressure as these more efficient and scalable disruptors draw more buyers and sales with sharper pricing, personalized customer journeys, and finely tuned assortments. Meanwhile, they are driving down costs through efficiencies in supply chain & inventory management.

The stakes are high. It is estimated that hundreds of billions of dollars are lost every year through missed opportunities and excess costs due to issues. Increasingly, a broad range of solutions providers and pioneering retailers are launching AI-driven solutions that are taking the following steps: leveraging contextual personal data and predictive analytics; improving search functionality through sharper meta-tagging and visual search; creating digital maps of in-store inventory; and applying predictive analytics and data science.

This Omdia - Tractica Focus Report examines the market issues surrounding AI use cases in the retail industry and presents profiles for key industry players throughout the ecosystem. It analyzes 11 major use cases: supply chain & inventory management; e-commerce VDAs; video surveillance; image recognition (visual search, content management, & advertising); stockout management & promotion compliance; personalized customer journeys; autonomous stores; merchandising; shopper behavior analytics; customer service & marketing VDAs; and returns management. Global market forecasts for retail AI software spending, segmented by region and use case, extend through 2025.

Key Questions Addressed:

  • What is the current state of the market for retail AI software and how will it develop over the next 5 years?
  • What use cases will drive greater adoption of retail AI software around the globe?
  • What are the key drivers of market growth and the major challenges faced by retail AI applications in each world region?
  • Which companies are the major players in the market, what is their competitive positioning, and which are poised for the greatest success in the years ahead?
  • What is the size of the global retail AI software market opportunity?

Who Needs This Report?

  • Retailers
  • Retail industry hardware and software solutions providers
  • AI hardware and software companies
  • Customer experience-focused solutions providers
  • Investor community

Table of Contents

Table of contents

Table of charts and figures

Executive Summary

  • Introduction
  • Market drivers
  • Market barriers
  • Key use cases
  • Market forecast highlights

Market Issues

  • Overview
  • Market drivers
    • AI: Reducing costs, increasing efficiencies
    • Brick-and-mortar slow drain
      • Physical retail: The rumors of its death have been greatly exaggerated
    • Omnichannel and harmonization
    • Inefficiencies in inventory management
    • Substandard search and product identification
    • Inefficiencies in product marketing management
    • Personalization
    • Lack of understanding physical shopper behavior
    • High cost of returns
  • Market barriers
    • Unrealistic expectations
    • Over-hyped and over-sold
    • Societal backlash and ethics
    • Need for accurate data
    • Lack of experienced talent
    • Change management issues

Use Cases

  • Introduction
  • Supply chain & inventory management
  • E-commerce VDAs
  • Video surveillance
  • Image recognition: Visual search, content management, & advertising
  • Stockout management & promotion compliance
  • Personalized customer journeys
  • Autonomous stores
  • Merchandising
    • Inmar Intelligence
  • Shopper behavior analytics
  • Customer service VDAs
    • Multiple signs of maturity
    • Channel wars: Voice, digital, or both?
    • Hybrid-live solutions
    • Agent-assist emerges
  • Returns management
    • Secret Sauce Partners
  • Other use cases
    • Freight breakdown & maintenance
    • Localization & mapping
    • Warehouse automation
    • Voice/speech recognition
    • Face recognition
    • Online product review analysis
    • Satellite imagery for geo-analytics
    • Human emotion analysis
    • Interactive window displays
    • Virtual fitting rooms
    • Real-time media & social intelligence
    • Workforce management & scheduling
    • Weather forecasting

Key Industry Players

  • Introduction
  • Adobe
  • AiFi
  • Badger Technologies
  • Clarifai
  • Google Cloud
  • IBM
  • Inmar Intelligence
  • Intelligence Node
  • Microsoft
  • Nextail
  • Oracle
  • Pensa Systems
  • Salesforce
  • SAP
  • SAS
  • Secret Sauce Partners
  • Shelfie
  • Symphony AI
  • ViSenze
  • Vue.ai
  • Other industry players

Market Forecasts

  • Forecast methodology
  • Total AI software spending for retail use cases
  • AI software spending by use case
  • AI software spending by region
  • Conclusions and recommendations

Appendix

  • Company directory
  • Acronym and abbreviation list
  • Scope of study
  • Sources and methodology
  • Notes

Tables

  • Total retail AI software spending by region, world markets: 2019-2025
  • Total retail AI software spending by use case, world markets: 2019-2025
  • Retail AI software spending by use case, North America: 2019-2025
  • Retail AI software spending by use case, Europe: 2019-2025
  • Retail AI software spending by use case, Asia Pacific: 2019-2025
  • Retail AI software spending by use case, Latin America: 2019-2025
  • Retail AI software spending by use case, Middle East & Africa: 2019-2025
  • Retail AI use cases, listed by spending
  • Other industry participants

Figures

  • Total retail AI software spending by region, world markets: 2019-2025
  • Retail AI software spending share by top 11 use cases, world markets: 2025
  • Retail AI software spending share by top 11 use cases, world markets: 2025
  • Computer vision-enabled tagging
  • Badger Technologies robot at work
  • Pensa Systems drone
  • Microsoft 2018 State of Global Customer Service Report - Channel preference
  • Online returns growing
  • Creative professionals estimate
  • Adobe vision for digital experience solutions
  • AiFi nano store concept