世界各国のリアルタイムなデータ・インテリジェンスで皆様をお手伝い

小売り向け人工知能(AI):サプライチェーン&在庫管理、バーチャルデジタルアシスタント、ビデオ監視、画像認識、欠品管理&販促順守、顧客個人向けのカスタマージャーニー、自動店舗(無人店舗)、商品政策、顧客の行動分析、返品管理、その他の使用事例:世界の市場分析と予測

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

 

出版社 出版年月電子版価格 ページ数図表数
Omdia | Tractica
オムディア|トラクティカ
2020年3月US$6,750
部署ライセンス
59 20

サマリー

このレポートは小売業におけるAIの使用事例を分析し、主要な企業部プロフィールや、地域別、使用事例別の市場予測を掲載しています。

Report Details

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 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?

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


目次

Table of Contents

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

List of Charts, Figures, and Tables

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

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

 

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