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市場調查報告書

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1388498

倉庫自動化市場（物流自動化）：到2028年將達到440億美元-按技術、按行業、按地區劃分國家（第四版）

Warehouse Automation Market (Logistics Automation) Worth $44 Billion by 2028 - By Technology (AGV/AMR, ASRS, Conveyors, Sortation, Order Picking, AIDC, Palletizing and WMS/WES/WCS), By Industry, By Region & Country - 4th Edition

出版日期: 2023年12月01日 | 出版商:

LogisticsIQ | 英文 500+ Pages, Pivot Excel File with 350+ Tables, 140+ Company profiles, and Market Map (PDF) | 訂單完成後即時交付

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簡介目錄圖表

全球倉庫自動化市場預計到 2028 年將達到 440 億美元大關，2023 年至 2028 年複合年增長率為 15%。

當然，推動倉庫自動化的運動早在 COVID-19 之前就已如火如荼地展開，但全球大流行迫使企業將其倉庫自動化策略轉變為維持行業所必需的策略。我們一直在被迫將類別從 "沒什麼好失去的" 改為 "必須擁有" 的類別。從COVID-19 大流行中學到的教訓之一是，我們需要以長遠的眼光看待並透過關注各種大趨勢（老化、全球化、健康與安全、流動性、綠色物流、自動化等）來應對任何挑戰。全球化、城市化、個人化、數位化等比以往任何時候都需要更多地考慮和強調。

2021年，倉庫自動化公司訂單量龐大，但由於供應鏈限制，收入成長有限。結果，該行業最終在 2022 年出現了創紀錄的積壓，而由於經濟放緩和宏觀不確定性，積壓在 2023 年有所下降。進入2024年，企業重新開始接受訂單，但由於消費者支出疲軟、通膨高企和地緣政治緊張局勢，零售商對資本投資仍持謹慎態度。

由於勞動成本上升以及電子商務、零售和 3PL 物流領域消費者需求的若干結構性趨勢，我們認為倉庫自動化市場存在重大的長期成長機會。儘管由於2023 年經濟放緩，零售和電子商務將出現暫時收縮，但2023 年人們對倉庫自動化的興趣將會很高，這將從2024 年起轉化為這些系統整合商和製造商的新訂單和收入。

倉庫自動化市場報告亮點

倉庫自動化設備的供應商和行業顧問正在看到數據分析、5G、數位服務和後電暈時代的新趨勢，這些趨勢是由不斷變化的人口結構、不斷增長的電子商務滲透率以及工業物聯網的興起，隨著自動化操作需求的增加，我們預計長期銷售成長將在10%左右。
競爭格局：物料搬運設備領域約有15家主要公司可以提供全面的自動化倉庫解決方案，年收入超過10億美元，收入在2億美元至1美元之間億，有15至20家中型企業。許多新創公司在AMR、基於立方體的ASRS、揀選機器人、微型履行、自主服務提供者等新類別中不斷湧現，但排名前10 位的大型參與者（Dematic、Daifuku、SSI Schaefer、Honeywell Intelligerated、Knapp、 Toyota Advance） Logistics、Muratec、Beumer Group、Fortna 和 Witron）佔據了超過 50% 的市場份額。近年來，Symbotic 作為新玩家崛起，挑戰美國的老牌玩家。
服務（MRO 和數位）的重要性日益增加：隨著自動化倉庫解決方案安裝基礎的成長，公司預期服務和維護收入將會增加。到 2028 年，預計將帶來 110 億美元的機遇，佔整個市場（包括數位服務）的近 25%。
商業模式也隨著最終用戶對高資本支出的即時痛點而改變。由於 RaaS（機器人即服務）的靈活性、可擴展性以及比傳統機器人程式更低的入門成本，越來越多的公司開始轉向 RaaS。揀選即服務業務模式通常每次揀選的成本在 6 美分到 10 美分之間，而 AMR 即服務通常按月租賃（取決於合約期限）每個機器人。價格從每月750 美元到每月數千美元不等。
產業整合：過去五年，物料搬運設備供應商之間的整合不斷加強。這是因為傳統公司發現收購新技術領導者是應對不斷變化的市場趨勢和定位自己的更有吸引力的方式。

您需要了解的事實

過去十年，全球電子商務銷售額的複合年增長率為 20%，預計到 2021 年全球將達到約 5 兆美元，到 2027 年將增長到超過 8 兆美元。網路零售額佔零售總額的比重預計將從2%上升到19%，到2030年將達到25%以上。
Amazon Robotics 使用超過 750,000 個自主移動機器人來實現其配送中心的自動化，比 2015 年底的 30,000 個增長了 25 倍。亞馬遜一直在迎頭趕上，以匹配供需。配送成本佔銷售額的百分比將從 2020 年的約 15% 上升到 2022 年的 16-17%。亞馬遜創建了一項名為 AIIF 的 10 億美元風險投資計劃，以促進和支持客戶履行、物流和供應鏈方面的創新。
沃爾瑪宣布與 Symbotic 合作，重新構想該零售商的區域配送網路。 Symbotic 於 2017 年在佛羅裡達州布魯克斯維爾的沃爾瑪配送中心首次安裝了該系統。此後，兩家公司共同努力優化該系統。 2021 年 7 月，沃爾瑪宣布與 Symbotic 合作，在其區域網路中實施其高科技自動化系統，並計劃在其 42 個 RDC 中的 25 個實施該技術。 2022 年 5 月，兩家公司擴大了商業協議，在未來幾年內將 Symbotic 的機器人和軟體自動化平台引入沃爾瑪的所有 42 個區域配送中心。
歐洲領先的線上時尚和生活方式平台 Zalando 在波蘭開設了第三個營運中心。波蘭的兩個履行中心將為 Zalando 不斷增長的客戶群提供服務，一個物流站點將負責 Zalando Lounge 的送貨。
在黑色星期五、網路星期一、亞馬遜 Prime 會員日、感恩節和光棍節等主要購物節日前後出現勞動力需求高峰期間，倉庫勞動力短缺也是一個問題。倉庫必須在高峰時段僱用臨時工，以滿足客戶的交貨時程。供應鏈機器人公司菜鳥在中國最大的機器人操作倉庫中安裝了 700 多台機器人來處理 "雙十一" 訂單。
阿裡巴巴歷史上首次拒絕公佈 2022 年銷售數據，稱銷售額將與 2021 年 "處於同一水平" 。阿裡巴巴的競爭對手中國第二大零售商京東也首次沒有公佈銷售數據，儘管該公司稱這些數據 "創紀錄" 。 2022年全平台雙十一銷售額在1,300億美元至1,500億美元之間，較2021年成長3%至13%。分析師預計 2023 年雙十一的成長將處於低個位數。

亞馬遜開始競相實現倉庫和供應鏈自動化

機器人和自動化正迅速成為電子商務的關鍵成功因素，並將對物流世界產生巨大影響。從自主移動機器人和自動化倉儲系統，到追蹤技術和先進的供應鏈軟體，一切都是為了更快、更安全、更無錯誤的物流，更快的上市時間，以及最終更快、更安全、更少的錯誤。免費物流。它改變了遊戲規則，使消費者能夠降低成本。

亞馬遜一直是倉庫自動化產業誕生的主要推手。 2005 年，亞馬遜推出了 Prime，這是一項針對約 100 萬種產品的快速會員計畫。 Amazon Prime 目前擁有超過1 億會員，為超過3000 萬件商品提供免費無限制送貨服務，為超過100 萬件商品提供免費當日送貨服務，並在特定城市為數萬件商品提供服務。我們在1-2 小時內送達。 Prime 最終透過規模和自動化證明了永續發展，使亞馬遜佔據了美國電子商務市場 35% 以上的份額。現在它已成為線上零售業事實上的基準，將消費者對配送性能的期望設定到非常高的水平。

零售商在線上營運的一大優勢是能夠將非常大的庫存文件保存在一個地方並將其分發到世界各地。這使得零售商能夠庫存比每家商店庫存更多的產品 (SKU)，而不會產生庫存風險。聚合網站的成功清楚地表明，增加產品選擇可以增加長期銷售量。倉庫自動化使零售商能夠處理比以往更多的庫存，從而推動成長。

如果不利用機器人和自動化技術的尖端進步，亞馬遜 Prime 就不可能實現，該公司已將其轉變為可持續競爭優勢的來源。 2012年，亞馬遜以7.75億美元收購了Kiva Systems。 Kiva Systems（現稱為 Amazon Robotics）率先使用自主移動機器人實現倉庫自動化，並引入了革命性的訂單處理方法。 Kiva 機器人由最先進的控制軟體控制，可在倉庫中自主移動，動態移動裝有訂購產品的貨架並進行包裝以履行訂單。 Amazon Robotics 目前擁有超過 75 萬個自主移動機器人，實現其配送中心的自動化，比 2015 年底的 30,000 個增加了 25 倍多。

自2015年以來，Kiva技術僅限於亞馬遜的倉庫，因此許多公司爭先恐後地填補空白，各種自主的移動機器人系統現在已經普遍存在。該行業仍處於起步階段，老牌企業包括最近被中國消費電子巨頭美的收購的 KUKA 子公司 Swisslog 和同樣被日本歐姆龍收購的 Adept，以及 Fetch Robotics 和 Universal Robotics 等美國公司。從聯合創始人發起的丹麥移動工業機器人(MiR)，到總部位於新加坡、在印度擁有客戶的GreyOrange，再到中國海康威視子公司Hikrobot Technologies 等眾多新創公司。

亞馬遜斥資 140 億美元收購 Whole Foods Markets，對電子商務和物流業影響深遠，意味著網上雜貨購物即將迎來黃金時段。這也預示著。我們相信此次收購是美國線上雜貨市場的決定性事件。該市場仍處於起步階段，僅占美國 6,750 億美元食品雜貨市場的 2%，佔較發達的英國市場的 6% 左右。克羅格與艾伯森的合併可能會成為零售自動化領域的下一個遊戲規則改變者。近年來，像 Ocado 這樣的純線上雜貨服務已經測試並證明了具有非常高自動化強度的商業模式，但規模相對有限。另一方面，傳統雜貨零售商卻一直在與最後一英裡的物流噩夢作鬥爭。雜貨的揀選和運輸面臨冷鍊等物流挑戰。

訂單揀選對機器人來說仍然是一個挑戰

亞馬遜評論說，商業上可行的自動揀選仍然是一個 "艱鉅的挑戰" 。

一款能夠實現自動訂單揀選的機器人已經發布。大多數機器人供應商和倉庫自動化公司都會生產各種訂單揀選機器人。這些訂單揀選機器人從托盤上 "揀選" 包裹，將其放入紙箱或盒子中，然後將其放在傳送帶系統上以進行進一步交付。

有些公司，例如 IAM Robotics，使用 Fanuc 的帶有手臂的自主移動採摘機器人 "Swift" 。這些機器人通常被歸類為協作機器人（cobots），它們從貨架上挑選物品的能力通常與自動引導車輛有關，該車輛將它們從貨架運輸到倉庫的包裝和運輸部分。 2020年，Ocado同意以2.62億美元收購舊金山機器人公司Kindred Systems，以2,500萬美元收購拉斯維加斯Haddington Dynamics，以加強其揀選和包裝能力。另外，Ocado Group 於 2023 年從 Shopify 收購了 6 River Robotics，這是一家針對物流和非食品零售領域的協作 AMR 履行解決方案提供商。

到 2028 年，倉庫自動化市場的最大部分將是電子商務，其次是雜貨市場

電商和雜貨對倉庫自動化設備的需求最高，到2028年成長率將超過10%。電子商務的成長也推動了印度、印尼、拉丁美洲以及中歐和東歐等歷史上此類解決方案滲透率很低的地區對自動化解決方案的需求。在新興國家，現代倉庫空間的需求量很大。

亞太地區將成為最大的倉庫自動化市場，其中印度由於其在電子商務方面的巨大潛力，預計將呈現全球最高的成長。印度的 GreyOrange 和 Addverb Technologies 等區域新創公司表明，更在地化的解決方案也在電子商務企業中獲得了認可。

美國目前是最大的倉庫自動化市場，鑑於全自動化倉庫僅占美國倉庫總面積的不到5%，預計將繼續保持領先地位。更快的履約率、勞動力短缺以及倉庫員工的更高工資預計將推動自動化技術的採用。在電子商務的顯著成長以及京東等公司的大量 SKU 處理和運輸的推動下，中國排名第二，僅次於美國。

目前，10家主要公司佔據了50%以上的市場份額，但預計未來還會出現更多併購。

倉庫自動化市佔率

本報告分析了全球倉庫自動化市場，包括市場的基本結構和驅動因素、技術和解決方案概述以及近期趨勢、主要公司和主要產品概況、行業最新趨勢以及未來的成長。我們目前正在調查前景。

本報告的內容

500+ 頁和 290+ 圖表的市場報告：7 個主要產業和 10 個技術
倉庫自動化市場由下而上分析：20多個國家和地區
對生態系中 700 家公司的詳細分析：包含 140 多家公司的公司簡介
與整個價值鏈中 100+ 個主要產業利害關係人進行焦點小組討論，收集原始資訊以驗證分析。
包含資料透視模型和 350 多個市場表的 Excel 文件，包括截至 2028 年的未來預測
兩場分析師會議，用於進一步集思廣益
投資詳情：包括超過 150 筆 併購交易和超過 750 筆融資交易。
LogisticsIQ (TM) 獨特的市場地圖（15+ 類別/650+ 公司）

市場成長
電子商務：倉庫自動化的最大成長動力
超快速配送服務：對進一步自動化的需求
機器人與自動化：訂單處理的關鍵成功因素
線上雜貨可能是倉庫自動化的下一個顛覆者和主要候選者
訂單揀選：對機器人來說仍然是一個挑戰
倉庫空間供應限制
- 開發商在部分市場測試多層倉庫
倉庫自動化面臨的挑戰
- 前期投資成本
- 靈活性
創新

第 6 章倉庫自動化市場：依技術

輸送機/分類系統
架空系統
- 龍門機器人
自動儲存與檢索系統（AS/RS）
碼垛/卸垛系統
自動識別和資料擷取 (AIDC)
自主導引車 (AGV)/自主移動機器人 (AMR)
訂單揀選
- 使用語音技術進行優化
- 倉庫中的語音辨識技術
- 分析的優點
- 機器人揀選達到轉折點
- 合作
WMS□WES□WCS
MRO 服務

第 7 章倉庫自動化市場：依最終使用者產業劃分

電子商務
雜貨店
服裝
食品/飲料
雜貨
郵政/包裹
批發
其他（製藥/生命科學、金屬/採礦、化學品等）

第 8 章倉庫自動化市佔率：依國家

北美
- 美國
- 加拿大
歐洲
- 英國
- 德國
- 法國
- 義大利
- 西班牙
- 荷蘭
- 北歐國家
- 歐洲其他地區
亞太地區
- 中國
- 日本
- 韓國
- 印度
- 澳大利亞
- 印尼
- 泰國
- 菲律賓
- 越南
- 馬來西亞
- 新加坡
中東/非洲
- 沙烏地阿拉伯
- 阿拉伯聯合大公國
- 其他海灣合作委員會 (GCC) 國家
- 土耳其
- 南非
- 其他中東/非洲
拉丁美洲
- 巴西
- 墨西哥
- 阿根廷
- 其他拉丁美洲地區

第 9 章倉庫自動化開發：主要客戶

Amazon
JD.com
Walmart
Tesco
Kroger
Ocado
ASOS
Zalando

第 10 章競爭態勢

主要公司及其能力
- 倉庫設備提供者
- 倉庫管理軟體供應商
- AIDC 提供者
市佔率分析
主要公司和主要趨勢
- 倉庫管理系統（WMS）
- 物料搬運系統
- 自動導引車 (AGV)/自主移動機器人 (AMR)
- AIDC（自動識別/資料收集）
- 最後一哩配送
- 單件揀選機器人
- ASP（自主服務提供者）
- 倉庫無人機
- 人工智慧 (AI)
- 物聯網分析
- 區塊鏈
- 5G技術
- 微履行
- 3PL（第三方物流）

第 11 章新興科技

倉庫無人機
針對特定產業的解決方案
地下物流

第 12 章研究方法

第 13 章公司簡介

Daifuku
Dematic (KION Group)
SSI-Schaefer
Vanderlande (Toyota Advanced Logistics)
Swisslog (KUKA)
Knapp AG
Murata Machinery Ltd.
Elettric 80
Beumer Group
Witron Logistik + Informatik
TGW Logistics
Grenzebach GmbH
FIVES Group
Honeywell Intelligrated
Bastian Solutions (Toyota Advanced Logistics)
Wayzim Technology
Material Handling System - MHS (FORTNA)
Jungheinrich AG
LODIGE Industries
ViaStore Systems (Toyota Advanced Logistics)
Interlake Macalux
Kardex
AutoStore
DMW&H
Westfalia
Dambach AG
PSB intralogistics GmbH
SIASUN Robot Automation Co., Ltd.
KPI Integrated Solutions
SAVOYE
OPEX Corporation
System Logistics (Krones Group)
Addverb Technologies
Lodamaster Group
GUDEL

第 14 章 AGV/AMR：主要公司

Geek+
Quicktron (Flashhold)
ForwardX Robotics
Huaxiao Precision (Suzhou) Co., Ltd. - (CSG Huaxiao)
GreyOrange
HIKROBOT (HIKVISION)
Mobile Industrial Robots - MiR (Teradyne)
inVia Robotics
6 River Systems (Ocado Group)
Fetch Robotics (Zebra Technologies)
John Bean Technologies (JBT Corporation)
JATEN
IAM Robotics
Locus Robotics
Vecna Robotics
BALYO
SEEGRID
Waypoint Robotics (Locus Robotics)
Tompkins Robotics
Scallog
OTTO Motors (Clearpath Robotics)
GIDEON Brothers
Magazino GmbH
NextShift Robotics (JASCI Robotics)
AutoGuide Mobile Robots (MiR, Teradyne)
EiraTech Robotics
Aethon (ST Engineering)
Prime Robotics (BLEUM)
HAI Robotics
Bionic HIVE
Oppent
PAL Robotics
Matthews Automation Solutions (Matthews International)
GUOZI Robotics
CAJA Robotics
Omron (Adept Technology)
Guidance Automation (Matthews International)
Syrius Robotics
MALU Innovation
Eurotec (Lowpad)
DS Automotion GmbH (SSI Schaefer)
Rocla (Mitsubishi Logisnext Europe Oy)
Neobotix
Transbotics (SCOTT Group)
ek-robotics (EK Automation)
OCEANEERING MOBILE ROBOTICS
Wellwit Robotics
Logistic-Jet
Mushiny
TUNKERS Maschinenbau GmbH
CPM - Dürr Group
Shanghai Seer Intelligent Technology Corporation (SEER)
FlexQube
Continental Mobile Robots
IDEALworks GmbH

第 15 章自主服務提供者 (ASP)

Brain Corporation
Bluebotics (Zapi Group)
Kollmorgen (Altra Industrial Motion Corp)
Autonomous Solutions, Inc. (ASI)
MOVEL AI
MOV AI
FREEDOM ROBOTICS
ROBOMINDS
PERCEPTIN
Hangzhou Coevolution Technology Co., Ltd.
FORT Robotics
Romb Technologies

第16章機器視覺成像

Basler AG
Keyence
Omron Microscan Systems
Cognex

第 17 章消毒機器人

UVD Robotics (Blue Ocean Robotics)
Sarcos Robotics
Techmetics Robotics
Wellwit Disinfection Robotics

第 18 章零售機器人

Bossa Nova Robotics
Simbe Robotics
Badger Technologies
Lowe's - LoweBot (Powered by Fellow AI)

第 19 章室內外送機器人

Bear Robotics
Keenon Robotics
Relay Robotics (Savioke Inc.)
Rice Robotics

第 20 章安檢機器人

Cobalt Robotics
Knightscope Robotics
OTSAW Digital
SMP Robotics

第 21 章遠端控制/智真機器人

Diligent Robotics
Ohmni Labs
AVA Robotics
GoBe Robotics (Blue Ocean Robotics)

第 22 章清潔機器人

Softbank Robotics
Avidbots
Gaussian Robotics
LionsBot

第 23 章醫院支援機器人

Revotonix L.L.C
Jetbrain

第 24 章農業機器人

Bogaerts
Harvest Automation

第 25 章電池/充電器

LG Chem (LG Energy Solutions)
Crown Equipment Corporation
East Penn Manufacturing
EnerSys
Conductix-Wampfler

第 26 章主要組成部分

Advance Motion Control
Kollmorgen
Energid (Teradyne)
Harmonic Drive System
Murrelektronik

第 27 章揀貨機器人

Berkshire Grey
Righthand Robotics
KINDRED (Ocado Group)
OSARO
Plus One Robotics

第 28 章倉庫管理系統供應商

Blue Yonder (JDA)
Infor (Koch Industries)
Oracle
SAP
Manhattan Associates
Introduction
General Information
Solutions
Manhattan SCALE (TM) WMS
HighJump (Körber AG)

第 29 章 AIDC（自動辨識/資料擷取）

Zebra Technologies
Honeywell AIDC
Data Logic
SATO
SICK AG

第 30 章倉庫無人機

Eyesee (HARDIS Group)
UVL ROBOTICS
AirMap (DroneUp)

第 31 章送貨機器人

Starship Technologies
NURO AI
Tele Retail
Kiwibot
Robby Technologies

簡介目錄圖表

LogisticsIQ's latest market research study "Warehouse Automation Market By Technology (AGV/AMR, ASRS, Conveyors, Sortation, Order Picking, Automatic Identification and Data Capture, Palletizing & Depalletizing, Gantry Robots, Overhead Systems, MRO Services and WMS/WES/WCS), By Industry (E-commerce, General Merchandise, Grocery, Apparel, Food & Beverage, Pharma, 3PL), By Geography - Global Forecast to 2028", estimates that the Global Warehouse Automation Market will reach the milestone of $44 Billion by 2028, at a CAGR of 15% between 2023 and 2028.

Our 4^th edition of this market study is having a detailed market analysis of more than 700+ players (part of our exclusive Market Map), 10 solutions, 7 industries and 30 countries along with more than 500 pages, 350+ Market Tables, 290+ Exhibits and 140+ Company Profiles. Analysis is validated through 100+ in-depth interviews across the value chain with components and technology providers, system integrators & manufacturers, software and services providers, and end-user industry verticals. Market size tables are also available in a pivot-ready excel format. It is a best reference to analyze the market attractiveness, to identify the partner, customer or supplier, to check the competitive landscape, to benchmark the new technologies and to select the right the geography & industry vertical for your products and services.

Of course, the push to automate the warehouses was in full force before the Covid-19 but global pandemic forced the companies to change their strategy w.r.t warehouse automation from "good to have" category to "must to have" if they have to sustain in this industry. One of the learnings from the COVID-19 pandemic is that mega-trends like aging population, globalization, health & safety, mobility, green logistics, autonomous world, urbanization, individualization and digitization need to be given more consideration and weight than in the past with a long-term vision so that we are ready with any challenge.

Year 2021 witnessed a huge order intake for warehouse automation companies but revenue growth was limited due to supply chain constraints. As a result, industry entered in 2022 with a record order backlog which got reduced in 2023 due to slowdown and macro uncertainties in 2023. Entering 2024, companies have started receiving the orders once again but retailers are still cautious about capital expenditure due to low consumer spending, high inflation, and geopolitical tension.

We see substantial growth opportunities in long term for the warehouse automation market space owing to high labor cost and several structural trends in consumer demand within eCommerce, retailing and 3PL logistics. Despite of the temporary reduction in retail and e-commerce caused by slowdown in 2023, we have observed a high interest towards warehouse automation in 2023 which may convert into new orders and revenues of these system integrators and manufacturers in 2024 onwards.

Post pandemic, most important and emerging trends have been eGrocery Growth, Micro-Fulfillment Centers, Automated Picking, Mixed Pallets Automation, Mobiile Manipulators, and Automated Cold Storages. Huge investment in start-ups such as Symbotic, Takeoff Technologies, Geek+, Fabric, Attabotics, Exotec Solutions, Hai Robotics, Addverb Technologies, and Dexterity are witnessing this growth along with presence of existing big players like Dematic, Honeywell intelligrated, SSI Schafer, Knapp, Daifuku, Muratec, AutoStore, and Toyota Advance Logistics. Retailers such as Walmart, Kroger, Coop, Target, Woolworths, Amazon, Ocado, Meijer, Carrefour, H-E-B, Albertsons, and Ahold Delhaize have already started adopting and implementing these new technologies during pandemic. Apart this, piece picking players such as Righthand Robotics, Nimble, Fizyr, Kindred, Covariant, OSARO, Plus One Robotics, Berkshire Grey, and AWL have established a new attractive capability for order picking in ecommerce fulfillment as picking is least automated process in existing warehouses.

Automation is must for customer fulfilment: Meeting customer demands within e-commerce requires increased adoption of warehouse automation solutions to keep costs and operational complexity in check. Online retailing is fundamentally a logistics business driven by margin improvement from cost reduction in inventory management, order fulfilment and delivery capabilities.

Scalable solutions enable Double-digit growth in e-commerce and online grocery sales is driving players to expand capacity to deliver required volumes. Warehouse automation solutions are built for scale and can deliver higher output and more accurate order fulfilment than a manual setup at lower operating costs and can increase the customer satisfaction as well as improve margins by reducing the delivery time as well as cutting down on the cost of wrong orders.

Online Grocery Retail: Online grocery retail is the perfect use-case owing to the high-volume, low-margin nature of the business and the constraints involved in storing and delivering "fresh" products that typically involve temperature controlled supply chains. Building and delivering orders that meet increasing customer demands as well as can compete with the produce available in brick and mortar grocery stores in terms of freshness and prices, puts a huge pressure on the already thin margins in the grocery retail business. Warehouse Automation is a perfect solution for this model, as the order picking and fulfillment process can be made more cost-efficient enabling the retailer to compete on prices as well as offer same-day delivery. Micro-Fulfillment and Last Mile Delivery are going to drive this market further in next 5 years.

Efficiency: The spatial savings from reduced warehouse footprints can be up to 85% and reductions in operational costs of up to 65%. Space savings are achieved primarily through storing SKUs higher and denser, and reductions in operational costs are resulting from decreased demand for manual labour.

KEY FINDINGS

Adoption of warehouse automation technologies is on the rise due to labor shortage, eCommerce penetration, and change in consumer behavior.

US, Germany and China are the key market: United States, China and Germany are the largest markets with more than 50% share for Warehouse Automation both with regards to demand as well as the presence of OEMs and System Integrators. Europe is a big hub for OEMs, with strong presence in Germany, Italy, France, Netherlands, and Spain. Western Europe is a big market accounting ~30% of the overall global market. Most of the fastest growing markets are concentrated in APAC, mainly in South Asia (India) and South-East Asia. Middle East is another exciting opportunity and is well suited in terms of geography with European players looking to expand their offerings in the region. Latin America is still under-penetrated with regards to automation; however, things are set to change and market is set to observe a high growth in Brazil and Mexico. Within Europe, Central and Eastern Europe is a fast-growing region, with Poland and Czech Republic emerging as logistics hub and showing good growth prospects.

Online Grocery becoming the top attraction for warehouse automation: The Grocery industry is one of the most challenging and attractive industries from a logistics perspective. Grocery distributors ship high cubic volumes of merchandise to retail stores with frequent deliveries to ensure product freshness. Grocery distribution center operations are amongst the most labour intensive of any industry. Higher automation driven by online grocery, micro-fulfillment centers (MFC) and ultrafast deliveries is going to be biggest opportunity in next 5 years led by different type of solution providers as AutoStore, Ocado, Takeoff Technologies, Exotec, Fabric, Symbotic, Attabotics, OPEX, , Geek+, and Urbx Logistics. It will witness an opportunity of more than $7B by 2028 with 18% growth rate. We have already witnessed many partnerships in last 2-3 years such as Ocado and Kroger in USA, Takeoff Technologies and Majid Al Futtaim in Middle East, Walmart and Symbotic in USA, Ocado and Coles in Australia, and Freshippo (Alibaba Group) in China.

AGV/AMR will remain the key technology to adopt: AGV and AMR market is expected to be biggest market in 2028 with a CAGR of ~30%. AMR (without any external support of optical tape, sensor or vision) is going to be main contributor in the warehouses due to high demand in e-commerce sector and its flexibility to deploy the robot without any major change in the existing warehouse infrastructure. However, it is a bit slow in terms of pick rate per hour as compared to ASRS but is preferred in small and medium warehouses due to lower cost and quick deployment. It is expected that AGVs/AMRs are going to have more than 20% market share by 2028 in this market led by players like Seegrid, Balyo, Hai Robotics, Geek+, GreyOrange, HikRobot, Quicktron, Locus Robotics, Fetch Robotics (Zebra), 6 River Systems (Ocado), Teradyne (MiR, AutoGuide Mobile Robots), Rocla, JBT, ek-robotics, Omron, Rockwell Automation (Clearpath Robotics, OTTO Motors) etc.

Picking systems are still largely manual: The order picking process can be done manually or can be automated. Manual picking is preferred when there is a wide variety of SKUs (for example online grocery shopping) to pick from. The order picking is the most labour intense part of the warehouse/DC and ideal for automation, however automation becomes increasingly challenging as the number of SKUs goes up. Barcode scanning can minimize errors but RFID (radio frequency) is quicker and more accurate for product identification. Manual pickers can still be tasked with picking individual items; however, automated storage and retrieval systems can bring the goods to the picker, and order picking robots can improve this further, thereby cutting down on a lot of manual labour and costs. Technologies like pick-to-light or pick-to-voice can also increase the efficiency of the human worker even if the task is not truly automated. Apart this, piece picking robots are the latest pick by fulfillment center for ecommerce delivered by Righthand Robotics, Berkshire Grey, Osaro, Covariant, Kindred AI, Plus One Robotics, Fizyr, Dexterity, Pickr AI etc.

Highlights of Warehouse Automation Market Report

Warehouse Automation equipment suppliers and industry consultants expect broadly mid-teen% sales growth in long term driven by demographic changes, increased penetration in e-commerce and the advent of the Industrial IoT, that will drive demand for data analytics, 5G, digital services and automated operations in post-pandemic era.

Competitive landscape - There are around 15 big players having annual revenue of more than $1B and 15-20 medium-size companies with revenue between $200M and $1B operating in the material handling equipment space capable of delivering comprehensive automated warehouse solutions. Top-10 large companies (including Dematic, Daifuku, SSI Schaefer, Honeywell Intelligrated, Knapp, Toyota Advance Logistics, Muratec, Beumer Group, Fortna, Witron) are capturing more than 50% of market share although lots of start-ups are emerging in new categories like AMRs, Cube based ASRS, Picking Robots, Micro-Fulfillment, Autonomy Service Providers etc. Symbotic has emerged as a new player in last couple of years to compete with stablished players in USA.

Services, both MRO and Digital, importance is increasing - Over the time as the installed base of automated warehouse solutions grows, industry players expect an increase in revenues from services and maintenance, which would have a positive impact on profitability as the service business typically has 15-20% operating margins, versus 3-5% margins for new equipment. It is expected to be ~$11B opportunity by 2028 including digital services which is almost 25% of total market.

Business models are also changing considering the real time pain points of end-users for high capex. Businesses are increasingly intrigued with RaaS (Robotics As a Service) because of its flexibility, scalability, and lower cost of entry than traditional robotics programs. The business model for pick-as-a-service is usually on a per-pick basis, ranging from 6 cents to 10 cents per pick, while AMR-as-a-service is usually leased on a monthly basis, from US$750 per robot per month to several thousands of dollars per month, depending on the commitment period.

Industry Consolidation - The past 5 years have seen an increase in consolidation amongst material handling equipment providers as traditional players see acquisition of new technology leaders as an increasingly attractive way of positioning themselves in response to changing market trends. Acquisitions like Rockwell Automation (Clearpath Robotics, OTTO Motors), Jungheinrich (Magazino), SSI Schafer (DS Automotion), Zebra (Fetch Robotics, Matrox), ABB (ASTI), Toyota (Vanderlande, Bastian Solutions, ViaStore), Murata Machinery (Cimcorp), Locus Robotics (Waypoint), Hitachi (JR Automation), KPI Solutions (Kuecker Logistics Group, Pulse Integration, QC Software), Ocado (6 River Systems, Kindred, Haddington Dynamics), Element Logic (SDI), Honeywell (Intelligrated, Transnorm), Körber (Cohesio Group, Siemens Logistics, HighJump), Teradyne (MiR, Energid, AutoGuide Mobile Robots), Jungheinrich (Arculus), KION (Dematic), KUKA (Swisslog) are just some of the examples of this consolidation.

Facts to Know

Global e-Commerce sales have grown at a CAGR of 20% over the last decade, reaching almost $5 trillion worldwide in 2021, and expected to grow to more than $8 trillion by 2027. The share of online retail sales has gone from 2% of total to 19%, and is further expected to reach >25% by 2030.

Amazon Robotics automates the company's fulfillment centers using more than 750,000 autonomous mobile robots, 25x growth from 30,000 at the end of 2015. Amazon had been playing catchup to match supply with demand - fulfillment costs as a percentage of net sales climbed from ~15% in 2020 to 16-17% in 2022. Company has created a $1 billion venture investment program called the Amazon Industrial Innovation Fund (AIIF) to spur and support innovation in customer fulfillment, logistics, and the supply chain.

Walmart announced has partnered with Symbotic to reimagine the retailer's regional distribution network. Symbotic first implemented its system in Walmart's Brooksville, Florida distribution center in 2017. Since that time, the companies have worked together to optimize the system. In July 2021, Walmart announced its partnership with Symbotic to implement their high-tech automation system in the regional network and planned to implement this technology in 25 of their 42 RDCs. In May 2022, both expanded commercial agreements to implement Symbotic's robotics and software automation platform in all 42 of Walmart's regional distribution centers over the coming years.

Zalando, Europe's leading online platform for fashion and lifestyle, has opened its third fulfillment center in Poland. The ramp up marks an important milestone in Zalando's logistics network expansion with two Polish fulfillment centers serving Zalando's growing customer base and one logistics site taking care of Zalando Lounge deliveries.

Warehouse labour shortages are also an issue with peak labour demands occurring around major shopping holidays viz. Black Friday, Cyber Monday, Amazon Prime day, Thanksgiving Day and Singles Day. Warehouses have to hire temporary labour around these peak times to meet the customer delivery schedules. Supply chain robotics company Cainiao had installed 700+ robots at China's largest robot-run warehouse to process orders on Singles Day.

2022 was the first year in Singles' Day history Alibaba declined to release its sales data, with the company simply stating sales were "in line" with those of 2021. Alibaba rival JD.com (China's second-largest retailer) also declined to release sales numbers for the first time-although they called their sales "record-setting". Singles' Day 2022 sales volume across all platforms was between $130 and $150 billion, an increase of between 3% and 13% from 2021. Analysts are expecting low-single-digit% growth for 2023 Singles' Day.

Amazon kicked off the arm race to automate warehouses & supply chains

Robotics & automation is rapidly becoming a key success factor in eCommerce and is about to make a very large impact on the world of logistics. From autonomous mobile robots and automatic storage systems to track & trace technologies and advanced supply chain software, it is a game changer enabling increasingly speedy, safe and error-free distribution, shorter time to market and ultimately lower costs to businesses and consumers.

Amazon was a major driving force behind the birth of the warehouse automation industry. In 2005, Amazon introduced Prime, its express shipping membership program for about a million products. Today Amazon has more than a 100 million Prime members using its fast, free, unlimited shipping on more than 30 million items, free same-day delivery on more than a million items, and even one-and-two-hour delivery on tens of thousands of items in certain cities. Prime has eventually proved sustainable with scale and automation, and has enabled Amazon to grab more than 35% share of the US eCommerce market. It is now the de facto benchmark in the online retail industry, setting consumers' expectations in terms of shipping performance at a very high level.

A massive advantage of online operations for retailers is that a very large stock file can be held in one location and distributed globally. This allows retailers to stock many more products (SKUs) than are available in each individual store without the same associated inventory risk. The success of aggregation websites shows clearly that a larger choice of products drives sales growth over time. Automation of warehouses allows retailer to handle ever larger volumes and ranges of stock, which in turn drives growth.

Amazon Prime would not be viable without leveraging cutting-edge advances in Robotics & Automation technology, which the company has turned into a source of sustainable competitive advantage. In 2012, Amazon acquired Kiva Systems in a $775m deal. Kiva Systems, now known as Amazon Robotics, pioneered the use of autonomous mobile robots for warehouse automation, introducing a revolutionary approach to order fulfilment. Kiva robots navigate autonomously around the warehouse, moving dynamically-stored shelves of ordered items to packers to fulfil orders, controlled by cutting edge control software. Today Amazon Robotics automates the company's fulfilment centers using more than 750,000 autonomous mobile robots, up more than 25x from 30,000 at the end of 2015.

With Kiva technology confined to Amazon warehouses since 2015, many companies have scrambled to fill the void and we are now seeing a proliferation of mobile robotic systems with various degrees of autonomy. The industry is still in its infancy, with competitors ranging from established players such as Swisslog, a subsidiary of KUKA recently acquired by Chinese electrical appliance giant Midea, and Adept, also acquired by Omron of Japan, to a multitude of startups such as Fetch Robotics in the US, Mobile Industrial Robots (MiR) in Denmark, which was started by a co-founder of Universal Robotics, Singapore based GreyOrange with customers in India, as well as Hikrobot Technologies, a subsidiary of Hikvision in China.

Amazon acquired Whole Foods Markets in a $14bn deal with wide ranging implications for the e-commerce and logistics industries and a sign that online grocery shopping may be ready for prime time. We think the deal marked a seminal moment in the US online grocery market, which remains in its infancy, at only 2% of the $675bn US grocery market and around 6% in the more developed UK market. The merger between Kroger and Albertsons could be another game changer in retail automation. In recent years, a number of online-only grocery services such as Ocado have tested and proven the business model, with very high automation intensity but relatively limited scale. Meanwhile, traditional grocery retailers have struggled with the last-mile logistics nightmare. Given the additional logistical challenges presented by grocery picking and shipping such as cold chain.

Order Picking remains a Robotic Challenge

Order picking in warehouses still remains a largely manual process, with Amazon commenting that commercially viable automated picking remains a "difficult challenge".

There have been launches of robots that enable automated order picking. Most of the robot vendors, as well as some of the warehouse automation players themselves, produce some variety of order picking robots. These order picker robots 'pick' the parcels off the pallet and place them into cartons or boxes, which go onto the conveyor system for further delivery.

Initially picking robots were being produced that are capable of picking objects off the shelf (which is a more subtle process), such as IAM Robotics which uses an autonomous mobile picking robot called Swift which has a Fanuc arm. These robots are often classified as collaborative robots (cobots), and the shelf-picking function often comes on top of being an automated guided vehicle, which transports objects from the shelf to the packaging and shipping corner of the warehouse. In 2020, Ocado agreed to buy San Francisco-headquartered robotics firm Kindred Systems for $262 million and Las Vegas firm Haddington Dynamics for $25 million to enhance its picking and packing capabilities. Apart this, Ocado Group acquired 6 River Robotics, a collaborative AMR fulfillment solutions provider to the logistics and non-grocery retail sectors, from Shopify in 2023.

Warehouse robots are typically used for:

1. De-palletizing/palletizing: De-palletizing robots strip a pallet of products coming into a warehouse. In the simplest cases this can be all the same product (say from a single manufacturer), but may also contain mixed products. De-palletizing robots are typically standard industrial robots with a dedicated tool mounted, often using a vacuum enabled grip to remove packages from the pallet. Palletizing robots re-pack the pallet for onward shipment.

2. Order picking: A picking arm can be mounted to a standard industrial robot/cobot. As highlighted by DHL, a standard industrial robot from the major supplier has none of the five senses when it comes out the box, meaning the sensing/machine vision, software and dexterous tool are crucial add-ons.

3. Goods-to-person movement through AGVs: Autonomous Guided Vehicles are typically used for goods-to-person movement.

eCommerce to be the biggest segment in the Warehouse Automation Market by 2028, followed by Grocery

eCommerce and Grocery will have the largest demand for warehouse automation equipment, growing in high-teen% through 2028. The growth of eCommerce is also driving the demand for automation solutions from geographies such as India, Indonesia, Latin America, Central & Eastern Europe, where historically there is a very low penetration of such solutions. In emerging economies, there is a high demand for modern warehouse space.

APAC will be the largest market for warehouse automation, with India demonstrating highest growth globally, in the backdrop of its huge potential in eCommerce. Regional upstarts such as GreyOrange and Addverb Technologies in India, point towards more localized solutions gaining traction with eCommerce players as well.

United States is currently the largest market for warehouse automation and is expected to maintain its leadership given the fact that fully automated warehouses account for less than 5% of the total warehouse area in US. We expect this to change substantially during our forecast period, as faster fulfillment, and shortage of labour, as well as high wages for warehouse staff), drive more adoption of automation technologies. China will play a close second to US, driven by the tremendous growth in eCommerce and the large amount SKUs being handled and shipped by players such as JD.com.

Top 10 players account for >50% of the market share* currently, market to witness more M&As in the future

Warehouse Automation Market Share

Key Players Analyzed

Material Handling Equipment: Dematic, Daifuku, SSI Schafer, Honeywell Intelligrated, Murata Machinery, FIVES, Körber, Savoye, Witron, Beumer Group, Swisslog, TGW, Interlake Mecalux, Knapp, OPEX Corporation, Westfalia, Vanderlande, MHS Global, Bastian Solutions, SIASUN, KPI Solutions, Lodige, Kardex, Jungheinrich, Dambach, PSB Intralogistics, Gudel, Symbotic

AGV/AMR: Geek+, Quicktron (Flashhold), Amazon Robotics (Kiva System), Grey Orange, HikRobots, MiR, inVia Robotics, Guidance Automation, IAM Robotics, EiraTech Robotics, Aethon, 6 River Systems (Shopify), Caja System, Cobalt , Sherpa (Norcan), Syrius Robotics, Locus Robotics, Matthews Automation Solutions, Waypoint Robotics, iFuture Robotics , SMP Robotics, Milvus Robotics, ALOG Tech, Vecna Robotics, Fetch Robotics, Tompkins Robotics, Scallog, MegVII, Malu Innovation, EuroTec (Lowpad), Cohesio Group (Korber), OTTO Motors (Clearpath Robotics), BLEUM, Ubiquity Robotics, Neobotix, IQ Robotics, Next Shift Robotics, KnightScope, Magazino, Intelligent Robots, Yandex, Savioke, Gideon Brothers, The Hi-Tech Robotic Systemz Ltd., ForwardX , Omron Adept, Milrem Robotics, Cainiao, Cohesio, DS Automation, Ro-ber, Rocla AGV, Active Space Automation, AgiLox, John Bean Technologies Corporation (JBT), AGVE Group, EK Automation, Transbotics (SCOTT), ESTI Mobile Robotics, America in Motion (AIM), Kivnon, Oceaneering AGV, Casun, Savant Automation, AGV International, Creform, PAL Robotics, Pulse Integration

Warehouse Management System (WMS): AFS Technologies, Aptean, Consafe Logistics, DataByte, Davanti, Deposco, DSI, Ehrhardt + Partner Group, EVS, Generix Group, HAL, Hardis Group, HighJump, inconso, Infor, Iptor, Blue Yonder, Made4net, Manhattan Associates, Mantis, Mecalux Software, Microlistics, Oracle, Reply, SAP, Softeon, SSI SCHÄFER IT, Synergy Logistics, Tecsys, Tradelink, TTX, Vinculum, vTradEx, Savant Software, envista, Fishbowl

Micro-Fulfillment: Takeoff Technologies, Fabric, Dematic, Knapp, Murata Machinery, Alert Innovation, Opex Corporation, Attabotics, Autostore, Exotec, Swisslog, Clevron, i-collector, Storojet, Konecranes, Ocado Technology, Pulse Integration, Geek+, Hai Robotics, Urbx Logistics, Nano Fulfillment

Piece Picking Robots: Righthand Robotics, Kindred AI, Knapp, Universal Robotics, Berkshire Grey, Plus One Robotics, XYZ Robotics, Swisslog, Grey Orange, OSARO, Dematic, Nimble, Fizyr

Last Mile Delivery: Myrmex Robotics, Cleveron, Starship Robots, Nuro, Refraction AI, LogiNext, PostMates, Bringg, Matternet, what3words, Deliv, Roadie, Routific, Gatik AI, iMile, Robby Technologies, Marble.io, BoxBot

Automatic Identification and Data Capture (AIDC): Zebra Technologies, Datalogic, Cognex, SATO, Honeywell AIDC, SICK, BLUEBIRD, DENSO, Panasonic, Toshiba TEC, TSC, CASIO, SNBC, AVERY DENNISON, NCR, Scan Source, Newland America, CAB, EPSON, Unitech, M3 Mobile

Autonomy Service Providers (ASP): Covariant AI, Brain Corp, Balyo, Mov AI, Amazon Canvas, WIBOTIC, Realtime Robotics, Seegrid, Kollmorgen, Oceaneering, MEGVII, MOVEL AI, PerceptIn, RoboCV, Robominds, SlamTec, Freedom Robotics, Humatics, Clearpath Robotics, Bluebotics, ASI, Exyn Technologies, BITO Robotics, Vecna Robotics, Robust AI, Stanley Innovation, Southie Autonomy

Warehouse Drones: PINC Solutions, Drone Delivery Canada, Dronescan, Eyesee Drone, Infinium Robotics, Matternet, Workhorse Group, Skycart, Skysense, Zipline, Flirtey, Flytrex, Altitude Angel, Airmap, H3 Dynamics, Edronic, Cheetah Logistics Technology, Multirotor, Skyward.io, Unify, Sensefly, Volocopter GmbH, Ehang, Uber

What will you get in this report?

500+ Pages and 290+ Exhibits Market Report for 7 major Industry Verticals and 10 Technologies

A bottom-up analysis of Warehouse Automation market for 20+ countries and regions

In-depth analysis of 700 companies in the ecosystem with more than 140 company profiles

Focus Group Discussion with 100+ key industry stakeholders across the value chain to collect the first-hand information to validate our analysis

Excel file with a pivot modelling and 350+ market tables including forecast till 2028

2 Analyst Sessions to brainstorm further

Investment details with 150+ M&A and 750+ funding deals

LogisticsIQ™ Exclusive Market Map (650+ Players across 15+ categories)

1. Warehouse Automation

1.1. Anatomy of warehouse operations
1.2. Automation lowers operating costs and is critical to achieving market success

2. Warehouse Automation Technology Breakdown

2.1. Warehouse Management System (WMS) , Warehouse Execution Systems (WES) and Warehouse control systems (WCS)
- 2.1.1. Warehouse Management System (WMS)
- 2.1.2. Warehouse Control System (WCS)
- 2.1.3. Warehouse Execution System (WES)
2.2. Automatic Identification and Data Capture
2.3. Conveyors, Sorting and Overhead Systems
2.4. Autonomous Guided Vehicles (AGVs) and Autonomous Mobile Robots (AMRs)
2.5. Automated Storage and Retrieval System (AS/RS) or Pallet Rack
2.6. Palletizing/Depalletizing Systems
2.7. Order Picking
- 2.7.1. Currently available technologies are capable of delivering fully automated picking solutions
- 2.7.2. Small-Scale Automation Solutions Exist but are Unlikely to Provide Sustainable Profits

3. Warehouse Automation Business Model, Drivers and Trends

3.1. Business Model
- 3.1.1. Robotics as a Service (RaaS)
3.2. Economics of Warehouse Automation
- 3.2.1. Critical factors impacting ROI
3.3. Industry growth drivers
3.4. Macro growth drivers
3.5. Consolidation & M&A
3.6. Modex 2022
- 3.6.1. 2022 MHI Innovation Award winners
- 3.6.2. Highlights

4. COVID-19 pandemic - Impact on warehouse automation

4.1. Immediate and short-term Impact
- 4.1.1. Logistics Automation - Crisis or Opportunity
4.2. Emerging Trends after COVID-19
- 4.2.1. E-Grocery
- 4.2.2. Urban Warehouses and Micro-Fulfilment
- 4.2.3. Investment Growth

5. Warehouse automation drivers and trends

5.1. Market Growth
5.2. e-Commerce is the biggest growth driver for Warehouse Automation
5.3. Ultrafast Delivery Services are demanding more automation
5.4. Robotics & Automation: Key success factors for order fulfilment
5.5. Online grocery is set to be the next disruption and may be the prime candidate for warehouse automation
5.6. Order Picking Remains a Robotic Challenge
5.7. Supply for Warehouse space is constrained
- 5.7.1. Developers Testing Multi-storey Warehouses in Select Markets
5.8. Challenges to Warehouse Automation
- 5.8.1. Upfront Investment Costs
- 5.8.2. Flexibility
5.9. Innovation

6. Warehouse Automation Market, by Technology

6.1. Conveyors and Sortation Systems
6.2. Overhead Systems
- 6.2.1. Gantry Robots
6.3. Automated Storage and Retrieval System (AS/RS)
6.4. Palletizing/De-palletizing Systems
6.5. Automatic Identification and Data Capture
- 6.5.1. From bar-codes to image reading
- 6.5.2. The rise of Android
- 6.5.3. Growing popularity of wearables
6.6. Autonomous Guided Vehicles (AGV) & Autonomous Mobile Robots (AMR)
6.7. Order Picking
- 6.7.1. Optimization with Voice Technology
- 6.7.2. Voice recognition technology in the warehouse
- 6.7.3. Analytics advantages
- 6.7.4. Robotic Piece Picking Hits Tipping Point
- 6.7.5. Collaboration
6.8. WMS, WES, WCS
6.9. MRO services

7. Warehouse Automation Market, by End-user Industry

7.1. E-Commerce
7.2. Grocery
- 7.2.1. Key players and major developments
- 7.2.2. Reasons to Automate
- 7.2.3. Reasons Not to Automate
7.3. Apparel
- 7.3.1. Key players and major developments
7.4. Food and Beverage
- 7.4.1. Key players and major developments
- 7.4.2. Post Pandemic Effects
7.5. General Merchandise
- 7.5.1. Key players and major developments
7.6. Post & Parcel
- 7.6.1. Key players and major developments
- 7.6.2. Redesign Sorting Centres for More Efficient Robotic Sorting
- 7.6.3. Up-front Cost Makes Implementation Expensive and Results in Low Adoption
7.7. Wholesale
7.8. Others (incl. Pharma & Lifesciences, Metals & Mining, Chemicals)

8. Warehouse Automation Market Share, by country

8.1. North America
- 8.1.1. US
- 8.1.2. Canada
8.2. Europe
- 8.2.1. UK
- 8.2.2. Germany
- 8.2.3. France
- 8.2.4. Italy
- 8.2.5. Spain
- 8.2.6. Netherlands
- 8.2.7. Nordics
- 8.2.8. Rest of Europe
8.3. Asia-Pacific
- 8.3.1. China
- 8.3.2. Japan
- 8.3.3. South Korea
- 8.3.5. India
- 8.3.6. Australia
- 8.3.7. Indonesia
- 8.3.8. Thailand
- 8.3.9. Philippines
- 8.3.10. Vietnam
- 8.3.11. Malaysia
- 8.3.12. Singapore
8.4. Middle East & Africa
- 8.4.1. Middle East: Key players and Developments
- 8.4.2. Saudi Arabia
- 8.4.3. UAE
- 8.4.4. Rest of GCC
- 8.4.5. Turkey
- 8.4.6. South Africa
- 8.4.7. Rest of Middle East & Africa
8.5. Latin America
- 8.5.1. Automation in Latin America
- 8.5.2. Logistics Is Still the Main Bottleneck in Brazil
- 8.5.3. Omni-Channel rather than Pure-play online strategy is more common amongst eCommerce players
- 8.5.4. Brazil
- 8.5.5. Mexico
- 8.5.6. Argentina
- 8.5.7. Rest of Latin America

9. Warehouse Automation Developments - Major Customers

9.1. Amazon
- 9.1.1. The Expanding (Accelerating) Role of Robot-Enabled Fulfilment
- 9.1.2. The Benefits of Automation/Robotics
- 9.1.3. Amazon Industrial Innovation Fund
- 9.1.4. There Is Still More Room for Improvement
- 9.1.5. Automation Beyond Amazon's Traditional Retail Operations
- 9.1.6. Amazon - Last Mile Delivery (Scout and Prime Air Drone)
- 9.1.7. Amazon Small Delivery Hubs - Urban Warehouses
- 9.1.8. Expansion Plan
9.2. JD.com
- 9.2.1. Warehouse Automaton
- 9.2.2. Delivery Drones
- 9.2.3. Autonomous Delivery Robots
9.3. Walmart
- 9.3.1. Alphabot Micro-Fulfilment Centre
- 9.3.2. Walmart Consolidation centres
- 9.3.3. Last Mile Delivery
9.4. Tesco
9.5. Kroger
9.6. Ocado
- 9.6.1. Ocado Smart Platform (OSP)
- 9.6.2. Ocado is distributing and licensing its technology to other retailers
9.7. ASOS
9.8. Zalando

10. Competitive Landscape

10.1. Key Players and their capabilities
- 10.1.1. Warehouse Equipment Providers
- 10.1.2. Warehouse Management Software Providers
- 10.1.3. AIDC Providers
10.2. Market Share Analysis
10.3. Major Players & Key Developments
- 10.3.1. Warehouse Management System (WMS)
- 10.3.2. Material Handling System
- 10.3.3. Automated Guided Vehicles (AGV) & Automated Mobile Robots (AMR)
- 10.3.4. Automatic Identification & Data Capture (AIDC)
- 10.3.5. Last Mile Delivery
- 10.3.6. Piece Picking Robots
- 10.3.7. Autonomy Service Providers (ASP)
- 10.3.8. Warehouse Drones
- 10.3.9. Artificial Intelligence (AI)
- 10.3.10. IoT Analytics
- 10.3.11. Blockchain
- 10.3.12. 5G Technology
- 10.3.13. Micro-Fulfilment
- 10.3.14. Third-Party Logistics (3PL)

11. Emerging Technologies

11.1. Warehouse Drones
11.2. Vertical Solutions
11.3. Underground Logistics

12. Research Methodology

13. Company Profiles

13.1. Daifuku
- 13.1.1. Introduction
- 13.1.2. General Information
- 13.1.3. Financial Results by reportable segments for FY2022 (In Billion Yen)
- 13.1.4. Daifuku Sales by Industry (In Billion Yen)
- 13.1.5. Business Plan - Value Transformation 2023
- 13.1.6. The Innovation Center
- 13.1.7. Geographical Presence
- 13.1.8. Major Development & News
- 13.1.9. Product Portfolio By Industry
- 13.1.10. Product Portfolio By Function
- 13.1.11. Industries & Solutions Offered
- 13.1.12. Successful Case Studies (Customer List)
13.2. Dematic (KION Group)
- 13.2.1. Introduction
- 13.2.2. General Information
- 13.2.3. Major Developments & News
- 13.2.4. Micro-Fulfillment Center (MFC)
- 13.2.5. Latest Developments
- 13.2.6. Recent Win & Projects
- 13.2.7. Timeline for revenue recognition
- 13.2.8. Product Portfolio
- 13.2.9. Successful Case Studies (Customer List)
- 13.2.10. Industries & Solutions Offered
13.3. SSI-Schaefer
- 13.3.1. Introduction
- 13.3.2. General Information
- 13.3.3. System & Solutions
- 13.3.4. Major Development & News
- 13.3.5. Solutions By Industry
- 13.3.6. Product & Software Solutions
- 13.3.7. Successful Case Studies (Customer List)
13.4. Vanderlande (Toyota Advanced Logistics)
- 13.4.1. Introduction
- 13.4.2. General Information
- 13.4.3. History
- 13.4.4. Major Acquisitions by Vanderlande in the past
- 13.4.5. Key Investment - Smart Robotics
- 13.4.6. Major Development & News
- 13.4.7. Products & Segments
- 13.4.8. Successful Case Studies (Customer List)
13.5. Swisslog (KUKA)
- 13.5.1. Introduction
- 13.5.2. General Information
- 13.5.3. History
- 13.5.4. Major Development & News
- 13.5.5. Logistics Automation - Offering by Industries
- 13.5.6. Logistics Automation - Offering by Products & Systems
- 13.5.7. Successful Case Studies (Customer List)
13.6. Knapp AG
- 13.6.1. Introduction
- 13.6.2. General Information
- 13.6.3. Major Development & News
- 13.6.4. Technologies by Products
- 13.6.5. Successful Case Studies (Customer List)
- 13.6.6. History
13.7. Murata Machinery Ltd.
- 13.7.1. Introduction
- 13.7.2. General Information
- 13.7.3. Major Development & News
- 13.7.4. Logistics & Automation - Solutions by Technology
- 13.7.5. Markets & Industries Served
- 13.7.6. Successful Case Studies (Customer List)
- 13.7.7. History and Developments
13.8. Elettric 80
- 13.8.1. Introduction
- 13.8.2. General Information
- 13.8.3. Industries, Products & Successful Client Base
- 13.8.4. Major Development & News
13.9. Beumer Group
- 13.9.1. Introduction
- 13.9.2. General Information
- 13.9.3. Major Development & News
- 13.9.4. Focused Solutions
- 13.9.5. Products by Technology
- 13.9.6. Successful Case Studies (Customer List)
- 13.9.7. Solutions by Industry
13.10. Witron Logistik + Informatik
- 13.10.1. Introduction
- 13.10.2. General Information
- 13.10.3. Major Development & News
- 13.10.4. Storage System, Warehouse Technology & System Type
- 13.10.5. Solutions by Industry
- 13.10.6. Industries and Case studies (Successful Clients)
13.11. TGW Logistics
- 13.11.1. Introduction
- 13.11.2. General Information
- 13.11.3. Products Offering
- 13.11.4. Solutions & Services
- 13.11.5. Major Development & News
- 13.11.6. Successful Case Studies (Customer List)
- 13.11.7. History & Developments
13.12. Grenzebach GmbH
- 13.12.1. Introduction
- 13.12.2. General Information
- 13.12.3. History
- 13.12.4. Major Development & News
- 13.12.5. Products & Markets
- 13.12.6. Transport and Handling Solutions
13.13. FIVES Group
- 13.13.1. Introduction
- 13.13.2. History
- 13.13.3. General Information
- 13.13.4. Major Development & News
- 13.13.5. Solutions By Industry
13.14. Honeywell Intelligrated
- 13.14.1. Introduction
- 13.14.2. General Information
- 13.14.3. History
- 13.14.4. Major Development & News
- 13.14.5. Solutions by Technology/Product
- 13.14.6. Industries & Solutions Offered
- 13.14.7. Successful Case Studies (Customer List)
13.15. Bastian Solutions (Toyota Advanced Logistics)
- 13.15.1. Introduction
- 13.15.2. General Information
- 13.15.3. Major Development & News
- 13.15.4. Solutions by Function
- 13.15.5. Solutions by Technology
- 13.15.6. Industries and Case studies (Successful Clients)
- 13.15.7. History
13.16. Wayzim Technology
- 13.16.1. Wayzim - Industrial Deployment
- 13.16.2. Innovative Technologies
- 13.16.3. Major Milestones & News
- 13.16.4. Product Portfolio By Industry
- 13.16.5. Product Portfolio by Function
- 13.16.6. Case Studies and Successful Clients
13.17. Material Handling System - MHS (FORTNA)
13.18. Jungheinrich AG
13.19. LODIGE Industries
13.20. ViaStore Systems (Toyota Advanced Logistics)
13.21. Interlake Macalux
13.22. Kardex
13.23. AutoStore
13.24. DMW&H
13.25. Westfalia
13.26. Dambach AG
13.27. PSB intralogistics GmbH
13.28. SIASUN Robot Automation Co., Ltd.
13.29. KPI Integrated Solutions
13.30. SAVOYE
13.31. OPEX Corporation
13.32. System Logistics (Krones Group)
13.33. Addverb Technologies
13.34. Lodamaster Group
13.35. GUDEL

14. AGV & AMR - Key Players

14.1. Geek+
14.2. Quicktron (Flashhold)
14.3. ForwardX Robotics
14.4. Huaxiao Precision (Suzhou) Co., Ltd. - (CSG Huaxiao)
14.5. GreyOrange
14.6. HIKROBOT (HIKVISION)
14.7. Mobile Industrial Robots - MiR (Teradyne)
14.8. inVia Robotics
14.9. 6 River Systems (Ocado Group)
14.10. Fetch Robotics (Zebra Technologies)
14.11. John Bean Technologies (JBT Corporation)
14.12. JATEN
14.13. IAM Robotics
14.14. Locus Robotics
14.15. Vecna Robotics
14.16. BALYO
14.17. SEEGRID
14.18. Waypoint Robotics (Locus Robotics)
14.19. Tompkins Robotics
14.20. Scallog
14.21. OTTO Motors (Clearpath Robotics)
14.22. GIDEON Brothers
14.23. Magazino GmbH
14.24. NextShift Robotics (JASCI Robotics)
14.25. AutoGuide Mobile Robots (MiR, Teradyne)
14.26. EiraTech Robotics
14.27. Aethon (ST Engineering)
14.28. Prime Robotics (BLEUM)
14.29. HAI Robotics
14.30. Bionic HIVE
14.31. Oppent
14.32. PAL Robotics
14.33. Matthews Automation Solutions (Matthews International)
14.34. GUOZI Robotics
14.35. CAJA Robotics
14.36. Omron (Adept Technology)
14.37. Guidance Automation (Matthews International)
14.38. Syrius Robotics
14.39. MALU Innovation
14.40. Eurotec (Lowpad)
14.41. DS Automotion GmbH (SSI Schaefer)
14.42. Rocla (Mitsubishi Logisnext Europe Oy)
14.43. Neobotix
14.44. Transbotics (SCOTT Group)
14.45. ek-robotics (EK Automation)
14.46. OCEANEERING MOBILE ROBOTICS
14.47. Wellwit Robotics
14.48. Logistic-Jet
14.49. Mushiny
14.50. TUNKERS Maschinenbau GmbH
14.51. CPM - Dürr Group
14.52. Shanghai Seer Intelligent Technology Corporation (SEER)
14.53. FlexQube
14.54. Continental Mobile Robots
14.55. IDEALworks GmbH

15. Autonomy Service Providers (ASP)

15.1. Brain Corporation
15.2. Bluebotics (Zapi Group)
15.3. Kollmorgen (Altra Industrial Motion Corp)
15.4. Autonomous Solutions, Inc. (ASI)
15.5. MOVEL AI
15.6. MOV AI
15.7. FREEDOM ROBOTICS
15.8. ROBOMINDS
15.9. PERCEPTIN
15.10. Hangzhou Coevolution Technology Co., Ltd.
15.11. FORT Robotics
15.12. Romb Technologies

16. Machine Vision & Imaging

16.1. Basler AG
16.2. Keyence
16.3. Omron Microscan Systems
16.4. Cognex

17. Disinfection Robots

17.1. UVD Robotics (Blue Ocean Robotics)
17.2. Sarcos Robotics
17.3. Techmetics Robotics
17.4. Wellwit Disinfection Robotics

18. Retail Robots

18.1. Bossa Nova Robotics
18.2. Simbe Robotics
18.3. Badger Technologies
18.4. Lowe's - LoweBot (Powered by Fellow AI)

19. Indoor Delivery Robots

19.1. Bear Robotics
19.2. Keenon Robotics
19.3. Relay Robotics (Savioke Inc.)
19.4. Rice Robotics

20. Security and Inspection Robots

20.1. Cobalt Robotics
20.2. Knightscope Robotics
20.3. OTSAW Digital
20.4. SMP Robotics

21. Tele-operated / Telepresence Robots

21.1. Diligent Robotics
21.2. Ohmni Labs
21.3. AVA Robotics
21.4. GoBe Robotics (Blue Ocean Robotics)

22. Cleaning Robots

22.1. Softbank Robotics
22.2. Avidbots
22.3. Gaussian Robotics
22.4. LionsBot

23. Hospital Support Robots

23.1. Revotonix L.L.C
23.2. Jetbrain

24. Agriculture Robots

24.1. Bogaerts
24.2. Harvest Automation

25. Battery & Chargers

25.1. LG Chem (LG Energy Solutions)
25.2. Crown Equipment Corporation
25.3. East Penn Manufacturing
25.4. EnerSys
25.5. Conductix-Wampfler

26. Key Components

26.1. Advance Motion Control
26.2. Kollmorgen
26.3. Energid (Teradyne)
26.4. Harmonic Drive System
26.5. Murrelektronik

27. Piece Picking Robots

27.1. Berkshire Grey
27.2. Righthand Robotics
27.3. KINDRED (Ocado Group)
27.4. OSARO
27.5. Plus One Robotics

28. Warehouse Management System Providers

28.1. Blue Yonder (JDA)
- 28.1.1. Introduction
- 28.1.2. General Information
- 28.1.3. Company Acquisitions
- 28.1.4. Intelligent Fulfillment™ WMS
28.2. Infor (Koch Industries)
- 28.2.1. Introduction
- 28.2.2. General Information:
- 28.2.3. History & Developments:
- 28.2.4. CloudSuite™ WMS
28.3. Oracle
- 28.3.1. Introduction
- 28.3.2. General Information
- 28.3.3. Products & Solutions
- 28.3.4. Oracle Warehouse Management Cloud (WMS)
28.4. SAP
- 28.4.1. Introduction
- 28.4.2. General Information
- 28.4.3. Portfolio
- 28.4.4. SAP Extended Warehouse Management (SAP EWM)
28.5. Manhattan Associates
- 28.5.1. Introduction
- 28.5.2. General Information
- 28.5.3. Solutions
- 28.5.4. Manhattan SCALE™ WMS
28.6. HighJump (Körber AG)
- 28.6.1. Introduction
- 28.6.2. General Information
- 28.6.3. Körber Logistics System
- 28.6.4. HighJump WMS

29. Automatic Identification and Data Capture (AIDC)

29.1. Zebra Technologies
- 29.1.1. Introduction
- 29.1.2. General Information
- 29.1.3. Recent Acquisitions
- 29.1.4. Warehouse Solutions
- 29.1.5. Products & Industries
29.2. Honeywell AIDC
- 29.2.1. Introduction
- 29.2.2. General Information
- 29.2.3. Products & Solutions
- 29.2.4. Transportation & Logistics Solutions
29.3. Data Logic
- 29.3.1. Introduction
- 29.3.2. General Information
- 29.3.3. Industries Targeted
- 29.3.4. Products and Systems Offered
29.4. SATO
- 29.4.1. Introduction
- 29.4.2. General Information
- 29.4.3. History
- 29.4.4. Industries Targeted
- 29.4.5. Hand Labeling Systems
- 29.4.6. Software
29.5. SICK AG
- 29.5.1. Introduction
- 29.5.2. General Information
- 29.5.3. History
- 29.5.4. Product Portfolio
- 29.5.5. Industries Targeted

30. Warehouse Drones

30.1. Eyesee (HARDIS Group)
30.2. UVL ROBOTICS
30.3. AirMap (DroneUp)

31. Delivery Robots

31.1. Starship Technologies
31.2. NURO AI
31.3. Tele Retail
31.4. Kiwibot
31.5. Robby Technologies

簡介目錄圖表

LIST OF EXHIBITS

EXHIBIT 1: Systems and technologies making up Warehouse automation
EXHIBIT 2: Process steps inside a warehouse
EXHIBIT 3: Warehouse automation - Digitalization and Automation
EXHIBIT 4: Barcodes optimize the identification of pallets
EXHIBIT 5: Wearable Devices in Warehouses
EXHIBIT 6: Main causes of error in behind order fulfillment
EXHIBIT 7: Conveyor and Sortation
EXHIBIT 8: Mixed Case Palletising Robot
EXHIBIT 9: Illustration of AS/RS for Pallets with Loading Docks and Conveyor System
EXHIBIT 10: Swisslog Shuttle AS/RS for Order Picking
EXHIBIT 11: A Glimpse of Körber's stacker crane
EXHIBIT 12: Liberty Research Mixed Case Palletising with Picking Robot
EXHIBIT 13: Warehouse split case labour hours, by function
EXHIBIT 14: Overview of Order Picking Systems by Category
EXHIBIT 15: Classification of Automated Order Picking Systems by Number of SKUs and Throughput
EXHIBIT 16: Pick-to-light solutions are very useful for pharmaceutical companies
EXHIBIT 17: Autonomous Picking Robots from Fetch
EXHIBIT 18: AGVs from Amazon Robotics (formerly KIVA)
EXHIBIT 19: Material Handling and Warehouse Automation Value Chain
EXHIBIT 20: Overview of Automated Warehouse System Supply Chain with Key Players
EXHIBIT 21: Number of RaaS companies by market segment
EXHIBIT 22: RaaS for warehouse automation
EXHIBIT 23: Four levels of Warehouse Automation defined
EXHIBIT 24: Major M&A since 2012
EXHIBIT 25: Automated Warehouse - Future Look
EXHIBIT 26: U.S. online Spend by credit card
EXHIBIT 27: Change in willingness to invest in warehouse automation post covid-19
EXHIBIT 28: Change in willingness to invest in warehouse automation post covid-19
EXHIBIT 29: Online Grocery Shoppers by Retailers (2019 vs 2020)
EXHIBIT 30: Consumers who bought the online grocery in 2018-19 and expected to buy in 2020-21
EXHIBIT 31: Inventory Carrying Costs
EXHIBIT 32: Investments in Warehouse Logistics startups is increasing
EXHIBIT 33: Micro-Fulfillment Technologies
EXHIBIT 34: Top Robotics & Automation Investment in 2021
EXHIBIT 35: Warehouse automation market will grow ~2x to ~$44 billion by 2028
EXHIBIT 36: eCommerce adoption continues unabated, however growth is stagnating
EXHIBIT 37: CBRE - Logistics Property Sector Performance Drivers
EXHIBIT 38: Ultrafast Delivery Services - Race to begin
EXHIBIT 39: Ultrafast Delivery Services in USA
EXHIBIT 40: Online Aggregation Model
EXHIBIT 41: Illustration of Product Range by Retailer: U.K. Clothing
Exhibit 42: Fetch Robotics' Fetch and Freight
Exhibit 43: Adept's Lynx
EXHIBIT 44: Geekplus's Mobile Robot
EXHIBIT 45: Mobile Industrial Robots (MIR)'S MIR200
EXHIBIT 46: Hikrobotics' Qianmo Smart Warehouse Robot
EXHIBIT 47: Quicktron Robot
EXHIBIT 48: Zebra Technologies' hand-free scanning, wearable computer and voice-directed picking solution
EXHIBIT 49: CONVEYORS
EXHIBIT 50: SWISSLOG HIGH-DENSITY AUTOSTORE
EXHIBIT 51: Online grocery penetration is increasing in major global economies; however, the pace of growth has slowed down
EXHIBIT 52: Palletizing Robot
EXHIBIT 53: Picking Robot
EXHIBIT 54: AGV
EXHIBIT 55: Some of the Warehouse Automation Robot Players Outside Palletizing
EXHIBIT 56: Modern Supply Chain
EXHIBIT 57: 100 Largest U.S. Warehouse Deals by Industry
EXHIBIT 58: E-Commerce sales and Additional Expected Annual warehouse demand
EXHIBIT 59: Multi-storey development and population density by Metro
EXHIBIT 60: Georgetown Crossroads - the first multi-storey warehouse in US
EXHIBIT 61: eCommerce requires a larger building footprint
EXHIBIT 62: Cost Breakdown of 10,000 Pallet AS/RS (Million Euros)
EXHIBIT 63: Warehouse Automation Market to grow almost 2x at ~15% CAGR...
EXHIBIT 64: ...with AGV/AMR and MRO services making up for the biggest share of the market...
EXHIBIT 65: ...and eCommerce accounting for the highest demand
EXHIBIT 66: Warehouse Automation Market By Equipment, Software & Services ($Million)
EXHIBIT 67: Conveyors and sortation equipment is the basic building block of automated warehouse, to remain a large opportunity, albeit a moderate growth rate
EXHIBIT 68: Challenges in e-Commerce to maintain competitiveness
EXHIBIT 69: Online fast fashion is driving the adoption of Overhead conveyor systems
EXHIBIT 70: Gantry Robots - Best combination of payload, flexibility and stroke
EXHIBIT 71: AS/RS solutions are being preferred for higher accuracy and faster fulfiment of orders
EXHIBIT 72: Palletising and De-palletising systems are needed for large warehouses
EXHIBIT 73: Coordinated by intelligent software, ergonomic palletizing operations can address variability in SKUs and volume
EXHIBIT 74: Palletizing is largely automated in production facilities, but the latest technologies can also handle a dynamic warehousing environment
EXHIBIT 75: AIDC solutions to grow as well, driven in large by higher penetration in warehouse workers
EXHIBIT 76: Traceability of ones and zeroes is great, but the latest scanners can capture image-based data about the quality of the product and the process.
EXHIBIT 77: Solutions that are intuitive and familiar will improve onboarding and retention-both of which are critical in a tight labor market.
EXHIBIT 78: Laser/image-based scanners are the window to real-time operations to Industry 4.0
EXHIBIT 79: AGV and AMR is the fastest growing segment, and is necessary for fully autmated warehouses
EXHIBIT 80: Order picking technologies are seeing higher adoption as picking accuracy becomes critical
EXHIBIT 81: Voice based picking systems are a system's window to real-time operations and a door to Industry 4.0
EXHIBIT 82: Analytics can spot patterns that help an organization fine tune the use of voice directed work.
EXHIBIT 83: Voice technology being deployed for other tasks as well
EXHIBIT 84: Robotic Piece Picking in action
EXHIBIT 85: Robots can be pre-programmed or use AI to recognize object orientation for right pick
EXHIBIT 86: Grippers and suction-based technologies have the most deployments
EXHIBIT 87: Warehouse Automation Software to be a $3b+ opportunity
EXHIBIT 88: WMS, WES and WCS are converging
EXHIBIT 89: MRO services form the second biggest share, and essential to business model and sustainable margins
EXHIBIT 90: One year maintenance contracts are quite common
EXHIBIT 91: Maintenance requires training of new staff as well as maintaining an inventory of spare parts
EXHIBIT 92: Suppliers should be brought in every six to 12 months to ensure maintenance is adequate
EXHIBIT 93: COVID-19 - Industries hit by crisis as compared to MIA average
EXHIBIT 94: Warehouse Automation Market By End-User Industry ($Million)
EXHIBIT 95: eCommerce is the largest segment in Warehouse Automation, growing at high single digit YoY
EXHIBIT 96: Global eCommerce sales will be $8 trillion by 2027, 23% of all global retail sales
EXHIBIT 97: Sales of shopping events, broken down by avg. sales per day in USD Billion
EXHIBIT 98: Online Grocery adoption increased due to COVID-19; higher automation is necessary for fulfilment
EXHIBIT 99: US online grocery will be $250B market by 2025
EXHIBIT 100: Online grocery in top 10 economies will reach $1.4b by 2028
EXHIBIT 101: High volume, high SKUs and high cost of returns pushing apparel players to automate operations
EXHIBIT 102: Ecommerce Penetration Rate in Fashion and Apparel Market
EXHIBIT 103: H&M continues to invest in automated online warehouses to provide next day delivery
EXHIBIT 104: Automation in F&B is driven by higher focus on safety regulations & improving operating margins
EXHIBIT 105: Coca-Cola, Northmead, Australia
EXHIBIT 106: General Merchandise presents a significant opportunity however, adoption is slow
EXHIBIT 107: Post and Parcel is slow to adopt automation in sorting centers, limited by the ROI benefits
EXHIBIT 108: Seegrid Tugger at Pennwood Place
EXHIBIT 109: Wholesale distribution of goods is a slow growth segment as demand for faster delivery is limited
EXHIBIT 110: Others segment has niche end-markets and growth is expected to remain stagnant
EXHIBIT 111: APAC will account for the largest demand for warehouse automation equipment, while US will be the single largest country
EXHIBIT 112: Warehouse Automation Market By Country ($Million)
EXHIBIT 113: North America Warehouse Automation Market Size in US$ Million
EXHIBIT 114: US Warehouse Automation Market Size in US$ Million
EXHIBIT 115: Top U.S. players for Retail Ecommerce Sales (%) in 2021
EXHIBIT 116: Warehouse Automation Market in United States By Equipment ($Million)
EXHIBIT 117: Warehouse Automation Market By End-Use Industry ($Million)
EXHIBIT 118: Investment Deals in USA for 2021
EXHIBIT 119: Canada Warehouse Automation Market Size in US$ Million
EXHIBIT 120: Warehouse Automation Market In Canada By Equipment ($Million)
EXHIBIT 121: Warehouse Automation Market in Canada By End-Use Industry ($Million)
EXHIBIT 122: Investment Deals in Canada for 2021
EXHIBIT 123: Western Europe Warehouse Automation Market Size in US$ Million
EXHIBIT 124: Central & Eastern Europe Warehouse Automation Market Size in US$ Million
EXHIBIT 125: UK Online Market Share of Top-5 Players
EXHIBIT 126: UK Warehouse Automation Market Size (2016-2026) in US$ Million
EXHIBIT 127: Investment Deals in Canada for 2021
EXHIBIT 128: Asda's AutoStore Installation (Supplied by Swisslog) in Lutterworth
EXHIBIT 129: Warehouse Automation Market in United Kingdom By Equipment ($Million)
EXHIBIT 130: Warehouse Automation Market in United Kingdom By End-Use Industry ($Million)
EXHIBIT 131: Germany Warehouse Automation Market Size in US$ Million
EXHIBIT 132: Warehouse Automation Market in Germany By Equipment ($Million)
EXHIBIT 133: Warehouse Automation Market in Germany By End-Use Industry ($Million)
EXHIBIT 134: Investment Deals in Germany for 2021
EXHIBIT 135: France Warehouse Automation Market Size in US$ Million
EXHIBIT 136: Investment Deals in France for 2020-21
EXHIBIT 137: Online grocery in France will be a $48bn market by 2027
EXHIBIT 138: Warehouse Automation Market in France By Equipment ($Million)
EXHIBIT 139: Casino has partnered with Ocado to develop automated CFC
EXHIBIT 140: Warehouse Automation Market in France By End-Use Industry ($Million)
EXHIBIT 141: Italy Warehouse Automation Market Size in US$ Million
EXHIBIT 142: Warehouse Automation Market in Italy By Equipment ($Million)
EXHIBIT 143: Warehouse Automation Market in Italy By End-Use Industry ($Million)
EXHIBIT 144: Spain Warehouse Automation Market Size in US$ Million
EXHIBIT 145: Warehouse Automation Market in Spain, By Equipment ($Million)
EXHIBIT 146: Warehouse Automation Market in Spain, By End-Use Industry ($Million)
EXHIBIT 147: Netherlands Warehouse Automation Market Size in US$ Million: Driven by Grocery & Retail
EXHIBIT 148: Warehouse Automation Market in Netherlands, By Equipment ($Million)
EXHIBIT 149: Warehouse Automation Market in Netherlands, By End-Use Industry ($Million)
EXHIBIT 150: Parcel lockers in the Nordics
EXHIBIT 151: Nordics Warehouse Automation Market Size in US$ Million
EXHIBIT 152: SOK/ Inex Oy automated warehouse
EXHIBIT 153: Warehouse Automation Market in Nordics By Equipment ($Million)
EXHIBIT 154: Warehouse Automation Market in Nordics By End-Use Industry ($Million)
EXHIBIT 155: Rest of Western Europe Warehouse Automation Market Size in US$ Million
EXHIBIT 156: Warehouse Automation Market in Rest of Western Europe By Equipment ($Million)
EXHIBIT 157: Warehouse Automation Market in Rest of Western Europe By End-Use Industry ($Million)
EXHIBIT 158: Warehouse Automation Market in Rest of Central and Eastern Europe By Equipment ($Million)
EXHIBIT 159: Warehouse Automation Market in Rest of Central and Eastern Europe By End-Use Industry ($Million)
EXHIBIT 160: Asia-Pacific Warehouse Automation Market Size in US$ Million
EXHIBIT 161: China eCommerce is booming, but distribution and logistics is lagging
EXHIBIT 162: China Warehouse Automation Market Size in US$ Million
EXHIBIT 163: Automated warehouses cost more than 15x traditional warehouse
EXHIBIT 164: Warehouse Automation Market in China By Equipment ($Million)
EXHIBIT 165: Warehouse Automation Market in China By End-Use Industry ($Million)
EXHIBIT 166: Investment Deals in China for 2021
EXHIBIT 167: Japan Warehouse Automation Market Size in US$ Million
EXHIBIT 168: Warehouse Automation Market in Japan By Equipment ($Million)
EXHIBIT 169: Warehouse Automation Market in Japan By End-Use Industry ($Million)
EXHIBIT 170: South Korea Warehouse Automation Market Size in US$ Million
EXHIBIT 171: Warehouse Automation Market in South Korea By ($Million)
EXHIBIT 172: Warehouse Automation Market in South Korea By ($Million)
EXHIBIT 173: India Warehouse Automation Market Size in US$ Million
EXHIBIT 174: Demand for warehouse space is being driven by eCommerce
EXHIBIT 175: Sorter Robot
EXHIBIT 176: Addverb Technologies Portfolio
EXHIBIT 177: Warehouse Automation Market in India By Equipment ($Million)
EXHIBIT 178: Warehouse Automation Market in India By End-Use Industry ($Million)
EXHIBIT 179: Australia Warehouse Automation Market Size in US$ Million
EXHIBIT 180: Warehouse Automation Market in Australia By Equipment ($Million)
EXHIBIT 181: Warehouse Automation Market in Australia By End-Use Industry ($Million)
EXHIBIT 182: Indonesia Warehouse Automation Market Size in US$ Million
EXHIBIT 183: The South-east Asian eCommerce market is booming
EXHIBIT 184: Warehouse Automation Market in Indonesia by Equipment ($Million)
EXHIBIT 185: Warehouse Automation Market in Indonesia By End-Use Industry ($Million)
EXHIBIT 186: Thailand Warehouse Automation Market Size in US$ Million
EXHIBIT 187: Warehouse Automation Market in Thailand By Equipment ($Million)
EXHIBIT 188: Warehouse Automation Market in Thailand By Equipment ($Million)
EXHIBIT 189: Philippines Warehouse Automation Market Size in US$ Million
EXHIBIT 190: Warehouse Automation Market in Philippines By Equipment ($Million)
EXHIBIT 191: Warehouse Automation Market in Philippines By End-Use Industry ($Million)
EXHIBIT 192: Vietnam Warehouse Automation Market Size in US$ Million
EXHIBIT 193: Warehouse Automation Market in Vietnam By Equipment ($Million)
EXHIBIT 194: Warehouse Automation Market in Vietnam By End-Use Industry ($Million)
EXHIBIT 195: Malaysia Warehouse Automation Market Size in US$ Million
EXHIBIT 196: Warehouse Automation Market in Malaysia By Equipment ($Million)
EXHIBIT 197: Warehouse Automation Market in Malaysia By End-Use Industry ($Million)
EXHIBIT 198: Singapore Warehouse Automation Market (US$ Million)
EXHIBIT 199: Warehouse Automation Market in Singapore By Equipment ($Million)
EXHIBIT 200: Warehouse Automation Market in Singapore By End-Use Industry ($Million)
EXHIBIT 201: Middle-East Warehouse Automation Market was $0.7B in 2021 and to be 3x $2.1B in 2027E
EXHIBIT 202: Retail Strategy for eCommerce in Middle East
EXHIBIT 203: Middle East Retail Ecosystem
EXHIBIT 204: Saudi Arabia Warehouse Automation Market Size in US$ Million
EXHIBIT 205: Warehouse Automation Market in Saudi Arabia By Equipment ($Million)
EXHIBIT 206: Warehouse Automation Market in Saudi Arabia By End-Use Industry ($Million)
EXHIBIT 207: UAE Warehouse Automation Market Size in US$ Million
EXHIBIT 208: Warehouse Automation Market in UAE By Equipment ($Million)
EXHIBIT 209: Warehouse Automation Market in UAE By End-Use Industry ($Million)
EXHIBIT 210: Rest of GCC Warehouse Automation Market Size in US$ Million
EXHIBIT 211: Warehouse Automation Market in Rest of GCC By Equipment ($Million)
EXHIBIT 212: Warehouse Automation Market in Rest of GCC By End-Use Industry ($Million)
EXHIBIT 213: Turkey Warehouse Automation Market Size in US$ Million
EXHIBIT 214: Warehouse Automation Market in Turkey By Equipment ($Million)
EXHIBIT 215: Warehouse Automation Market in Turkey By End-Use Industry ($Million)
EXHIBIT 216: South Africa Warehouse Automation Market Size in US$ Million
EXHIBIT 217: Warehouse Automation Market in South Africa By Equipment ($Million)
EXHIBIT 218: Warehouse Automation Market in South Africa By End-Use Industry ($Million)
EXHIBIT 219: Rest of Middle East & Africa Warehouse Automation Market Size (2016-2026) in US$ Million
EXHIBIT 220: Warehouse Automation Market in Rest of Middle East & Africa By Equipment ($Million)
EXHIBIT 221: Warehouse Automation Market in Rest of Middle East & Africa By End-Use Industry ($Million)
EXHIBIT 222: Latin America Warehouse Automation Market Size in US$ Million
EXHIBIT 223: Brazil Warehouse Automation Market Size in US$ Million
EXHIBIT 224: Warehouse Automation Market in Brazil By Equipment ($Million)
EXHIBIT 225: Warehouse Automation Market in Brazil By End-Use Industry ($Million)
EXHIBIT 226: Mexico Warehouse Automation Market Size in US$ Million
EXHIBIT 227: Warehouse Automation Market in Mexico By Equipment ($Million)
EXHIBIT 228: Warehouse Automation Market in Mexico By End-Use Industry ($Million)
EXHIBIT 229: Argentina Warehouse Automation Market Size (2016-2026) in US$ Million
EXHIBIT 230: Warehouse Automation Market in Argentina By Equipment ($Million)
EXHIBIT 231: Warehouse Automation Market in Argentina By End-Use Industry ($Million)
EXHIBIT 232: Rest of Latin America Warehouse Automation Market Size (2016-2026) in US$ Million
EXHIBIT 233: Warehouse Automation Market in Rest of Latin America By Equipment ($Million)
EXHIBIT 234: Warehouse Automation Market in Rest of Latin America By End-Use Industry ($Million)
EXHIBIT 235: Square footage of active and future U.S. distribution infrastructure
EXHIBIT 236: Amazon Robotics Solutions - Digit and Sequoia
EXHIBIT 237: Number of Robots in Amazon's FCs
EXHIBIT 238: Amazon Robotics - Manufacturing Plant
EXHIBIT 239: The Amazon Fulfillment Process
EXHIBIT 240: Amazon - Last Mile Delivery
EXHIBIT 241: JD.com Asia No.1 Warehouse in Shanghai
EXHIBIT 242: JD.com Automated Logistics and Warehouse
EXHIBIT 243: JD.com AGV
EXHIBIT 244: JD.com Six axis robot
EXHIBIT 245: JD.com Delivery Robot
EXHIBIT 246: JD.com Delivery Drone
EXHIBIT 247: Symbotic - Autonomous Robotic Warehouse Automation System
EXHIBIT 248: Walmart Automated Fulfillment Center with Alphabot (Alert Innovation)
EXHIBIT 249: How Consolidation Centers Fit into Walmart's Supply Chain
EXHIBIT 250: Tesco - Digital Transformation
EXHIBIT 251: Tesco - Testing and Learning multiple on-demand delivery platforms
EXHIBIT 252: Kroger - Last Mile Delivery with Nuro AI
EXHIBIT 253: Kroger - Automated Fulfillment Center with Ocado
EXHIBIT 254: Ocado's fulfilment centre brings goods to persons
EXHIBIT 255: Andover's CFC3 will Operate with Over 1,000 Robots (bots) a Tote Within its Chassis to Deliver 65,000 Orders per Week at Full Capacity
EXHIBIT 256: Each Bot has the Ability to Carry and to Lower or Lift Totes to or from Locations in the 3D Storage Grid
EXHIBIT 257: OSP Technology is applicable beyond grocery as well
EXHIBIT 258: Andover was Operating with 300 Bots on a single picking shift
EXHIBIT 259: Suggesting a Capacity Utilization Approaching 15% as the facility ramps up
EXHIBIT 260: Ocado CFC Investment
EXHIBIT 261: Ocado: Announced roll out plans equivalent to 57 CFCs so far
EXHIBIT 262: ASOS - Latest Technologies Enabling Leading Delivery Propositions
EXHIBIT 263: ASOS expansion is being fueled by investment in distribution centers
EXHIBIT 264: Significant amount of ASOS' capex is spent on development of warehouse and technology in the past
EXHIBIT 265: ASOS - Transformation of Investment into Efficiency
EXHIBIT 266: Zalando's Warehouse Automation - Inside Look
EXHIBIT 267: Zalando - Warehouse Automation with Magazino Mobile Robot
EXHIBIT 268: Zalando - E-commerce Logistics Infrastructure; Plan for new fulfillment centers
EXHIBIT 269: The Top Warehouse Automation Solution Suppliers and their capabilities
EXHIBIT 270: Warehouse Automation Companies Going Through a Streak of M&As
EXHIBIT 271: Top Investment by company in 2019 & 2020 ($M)
EXHIBIT 272: The Top Supply Chain Software providers and their capabilities
EXHIBIT 273: The Top 20 ADC Suppliers
EXHIBIT 274: The Acquisition Spree Consolidating the ADC Space
EXHIBIT 275: Market share analysis of Warehouse Automation providers (Revenue) - 2022
EXHIBIT 276: Warehouse Management System Key Players
EXHIBIT 277: Material Handling System Key Players
EXHIBIT 278: AGV/AMR Key Players
EXHIBIT 279: Automatic Identification & Data Capture Key Players
EXHIBIT 280: Last Mile Delivery Key Players
EXHIBIT 281: Piece Picking Robots Key Players
EXHIBIT 282: Autonomy Service Provider Key Players
EXHIBIT 283: Warehouse Drones Key Players
EXHIBIT 284: Artificial Intelligence Key Players
EXHIBIT 285: IoT Analytics Key Players
EXHIBIT 286: Blockchain Key Players
EXHIBIT 287: 5G Technology Key Players
EXHIBIT 288: Micro-Fulfillment Key Players
EXHIBIT 289: Third Party Logistics (3PL) Key Players
EXHIBIT 290: E-Commerce Building Characteristics
EXHIBIT 291: Drones are making an appearance inside warehouses
EXHIBIT 292: Asia Has Pioneered the Multi-Story Logistics Facility
EXHIBIT 1: History of Innovation
EXHIBIT 2: Datalogic Product Portfolio
EXHIBIT 3: SATO - Industry Offerings