창고 자동화 시장(물류 자동화) : 기술별, 산업별, 지역별 및 국가별(제5판)

Warehouse Automation Market (Logistics Automation) Worth $55 Billion by 2030 - By Technology (AGV/AMR, ASRS, Conveyors, Sortation, Order Picking, AIDC, Palletizing and WMS/WES/WCS), By Industry, By Region & Country - 5th Edition

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한글목차

창고 자동화 기업들은 2021년에 많은 주문을 받았지만, 공급망 혼란으로 인해 매출 성장이 억제되었습니다. 따라서 업계는 2022년에 수주 잔고를 안고 진입했지만, 거시경제의 불확실성으로 인해 2023년까지 결국 수주량이 감소했고, 2024년에는 수주량이 다시 증가세로 돌아섰지만, 소매업체들의 신중한 설비투자는 인플레이션, 소비 침체, 지정학적 긴장으로 인해 투자를 둔화시켰습니다. 2025년에는 소매업체들이 소비자 수요 증가에 대응하기 위해 주문량이 회복될 것으로 예상됩니다.

2023년과 2024년 경기 둔화로 인한 소매업 및 전자상거래, 소매업, 3PL 물류의 일시적인 축소에도 불구하고, 2023년과 2024년 경기 둔화로 인한 소매업 및 전자상거래의 일시적인 축소에도 불구하고, 창고 자동화 시장은 장기적으로 큰 성장 기회가 있을 것으로 보입니다. 2025년에는 창고 자동화에 대한 높은 관심이 관찰되며, 2025년 이후 이러한 시스템 통합사업자 및 제조업체의 신규 수주 및 수익으로 전환될 가능성이 있습니다.

창고 자동화 시장 규모는 2024년부터 2030년까지 약 15%의 연평균 복합 성장률(CAGR)로 성장하여 2030년까지 550억 달러에 달할 것으로 예상됩니다. 이 시장의 성장은 전자상거래 산업의 성장, 멀티 채널 유통 채널, 전자 식료품의 보급, 공급망 네트워크의 세계화, 자율 이동 로봇의 출현, 당일/동일 시간 배송에 대한 수요 증가에 기인합니다. 업계가 직면한 주요 노동 문제를 더욱 복잡하게 만들고 있습니다. 배송량이 급증하고 있을 뿐만 아니라, 온라인 소매업은 일반적으로 오프라인 소매업보다 품목당 더 많은 물류 작업량을 필요로 합니다. 실제로 전통적인 오프라인 소매업의 대량 운송 모델과 달리 온라인 구매는 개별적으로 포장하고 포장하여 배송해야 합니다.

본 보고서는 창고 자동화 시장을 조사했으며, 700개 이상의 기업, 10개 솔루션, 7개 산업, 30개 국가, 140개 이상의 기업 프로파일과 함께 상세한 시장 분석을 통해 창고 자동화 시장을 조사했으며, 정리하였습니다. 이 분석은 부품 및 기술 제공업체, 시스템 통합사업자 및 제조업체, 소프트웨어 및 서비스 제공업체, 최종 사용자 산업별 동향 등 가치사슬 전반에 걸쳐 100건 이상의 심층 인터뷰를 통해 검증되었습니다.

목차

제1장 창고 자동화

• 창고 업무 해부
• 자동화는 운영 비용을 줄이고 시장에서의 성공을 달성하기 위해서 중요

제2장 창고 자동화 기술 상세

• 창고 관리 시스템(WMS), 창고 시행 시스템(WES), 창고 제어 시스템(WCS)
• 자동 식별과 데이터 캡처
• 컨베이어 및 분류 오버헤드 시스템
• 자율주행차(AGV) 및 자율 이동 로봇(AMR)
• 자동 창고 시스템(AS/RS) 또는 팰릿 락
• 팔레타이징/디팔레타이징 시스템
• 오더 피킹

제3장 창고 자동화 비즈니스 모델, 성장 촉진요인, 동향

• 비즈니스 모델
• 창고 자동화의 경제성
• 업계 성장요인
• 거시적 성장 촉진요인
• 통합과 M&A
• Modex 2022

제4장 COVID-19 팬데믹 - 창고 자동화에 대한 영향

• 즉시적이고 단기적인 영향
• COVID-19 이후의 새로운 동향

제5장 창고 자동화 촉진요인과 동향

제6장 창고 자동화 시장(기술별)

• 컨베이어 및 분류 시스템
• 오버헤드 시스템
• 자동 창고 시스템(AS/RS)
• 팔레타이징/디팔레타이징 시스템
• 자동 식별 및 데이터 캡처
• 자율 유도 차량(AGV) 및 자율 이동 로봇(AMR)
• 오더 피킹
• WMS/WES/WCS
• MRO 서비스

제7장 창고 자동화 시장, 최종사용자 산업별

• E-Commerce
• 식료품
• 의류
• 식품 및 음료
• 잡화
• 우편 및 소포
• 도매
• 기타(의약품 및 생명과학, 금속 및 광업, 화학 포함)

제8장 창고 자동화 시장 점유율(국가별)

• 북미
• 유럽
• 아시아태평양
• 중동 및 아프리카
• 라틴아메리카

제9장 창고 자동화 개발 - 주요 고객

• Amazon
• JD.com
• Walmart
• Tesco
• Kroger
• Ocado
• ASOS
• Zalando

제10장 경쟁 구도

제11장 신기술

• 창고 드론
• 업계별 솔루션
• 지하 물류

제12장 조사 방법

제13장 기업 개요

• Daifuku
• Dematic
• SSI-Schaefer
• Vanderlande
• Swisslo
• Knapp AG
• Murata Machinery Ltd
• Elettric 80
• Beumer Group
• Witron Logistik + Informatik
• TGW Logistics
• Grenzebach GmbH
• FIVES Group
• Honeywell Intelligrated
• Bastian Solutions
• 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

제14장 AGV 및 AMR - 주요 기업-

• 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 - Durr Group
• Shanghai Seer Intelligent Technology Corporation(SEER)
• FlexQube
• Continental Mobile Robots
• IDEALworks GmbH

제15장 자율 서비스 제공업체(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

제16장 머신비전 및 이미징

• Basler AG
• Keyence
• Omron Microscan Systems
• Cognex

제17장 소독 로봇

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

제18장 소매 로봇

• Bossa Nova Robotics
• Simbe Robotics
• Badger Technologies
• Lowe's - LoweBot

제19장 실내 배송 로봇

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

제20장 경비 및 검사 로봇

• Cobalt Robotics
• Knightscope Robotics
• OTSAW Digital
• SMP Robotics

제21장 원격 조작 및 텔레프레전스 로봇

• Diligent Robotics
• Ohmni Labs
• AVA Robotics
• GoBe Robotics

제22장 청소 로봇

• Softbank Robotics
• Avidbots
• Gaussian Robotics
• LionsBot

제23장 병원 지원 로봇

• Revotonix L.L.C
• Jetbrain

제24장 농업 로봇

• Bogaerts
• Harvest Automation

제25장 배터리 및 충전기

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

제26장 주요 컴포넌트

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

제27장 피스 피킹 로봇

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

제28장 창고 관리 시스템 프로바이더

• Blue Yonder
• Infor
• Oracle
• SAP
• Manhattan Associates
• HighJump(Korber AG)

제29장 자동 식별 및 데이터 캡처(AIDC)

• Zebra Technologies
• Honeywell AIDC
• Data Logic
• SATO
• SICK AG

제30장 창고 드론

• Eyesee(HARDIS Group)
• UVL ROBOTICS
• AirMap

제31장 배달 로봇

• Starship Technologies
• NURO AI
• Tele Retail
• Kiwibot
• Robby Technologies

LSH

영문 목차

영문목차

Warehouse Automation Market - $55B TAM to Monetize in next 5 years

Warehouse automation companies had a huge order intake in 2021; however, revenue growth was constrained by supply chain disruptions. Thus, the industry entered in 2022 with a backlog of orders, which was eventually reduced by 2023 due to macroeconomic uncertainties. In 2024, order volumes began to rise again, but cautious capital expenditure from retailers slowed down investments due to inflation, low consumer spending, and geopolitical tensions. We expect order volumes expected to rebound in 2025 as retailers aim to meet increasing consumer demand.

We see substantial growth opportunities in long term for the warehouse automation market space owing to high labour 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 and 2024, we have observed a high interest towards warehouse automation in 2025 which may convert into new orders and revenues of these system integrators and manufacturers in 2025 onwards.

As per LogisticsIQ latest market research and analysis, Warehouse Automation Market is expected to touch the mark of $55 Billion by 2030, at a CAGR of almost 15% between 2024 and 2030. The growth of this market can be attributed to the growth in the e-commerce industry, multichannel distribution channels, e-grocery penetration, globalization of supply chain networks, emergence of autonomous mobile robots and rising need for same day / same hour delivery. The boom in e-commerce is compounding the major labour challenges faced by the $5T global logistics industry. Not only are shipment volumes growing rapidly, but online retail also typically requires more logistical work per item than brick & mortar retail. Indeed, online purchases require individual picking packing and shipping, as opposed to the bulk transportation models of traditional brick & mortar retail.

Our 5th 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 analyse 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, globalisation, health & safety, mobility, green logistics, autonomous world, urbanisation, individualisation 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.

Post pandemic, most important and emerging trends have been eGrocery Growth, Micro-Fulfillment Centers, Automated Picking, Mixed Pallets Automation, Mobile 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.

Analytical Insights

• 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.

Key Highlights

• 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), Korber (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.

Key Players Analyzed:

• Material Handling Equipment: Dematic, Daifuku, SSI Schaefer, Honeywell Intelligrated, Murata Machinery, FIVES Intralogistics, Korber, Savoye, Witron, Beumer Group, Swisslog, TGW, Interlake Mecalux, Knapp, OPEX Corporation, Westfalia, Vanderlande, Fortna (MHS Global), Bastian Solutions, SIASUN, KPI Solutions, Lodige, Kardex, Jungheinrich, Dambach, PSB Intralogistics, Gudel, Symbotic, Wayzim Technology, AutoStore, DMW&H, Lodamaster Group, Addverb Technologies, System Logistics
• AGV/AMR: Geek+, Quicktron (Flashhold), Hai Robotics, Amazon Robotics (Kiva System), Grey Orange, HikRobots, MiR, inVia Robotics, Guidance Automation, IAM Robotics, EiraTech Robotics, Aethon, 6 River Systems (Ocado), 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 (Zebra), Tompkins Robotics, Scallog, MegVII, EuroTec (Lowpad), Cohesio Group (Korber), OTTO Motors (Clearpath Robotics, Rockwell Automation), BLEUM, Ubiquity Robotics, Neobotix, IQ Robotics, Next Shift Robotics, KnightScope, Magazino, Intelligent Robots, Yandex, Savioke, Gideon Brothers, ForwardX , Omron Adept, Milrem Robotics, Cainiao, Cohesio, DS Automotion, Ro-ber, Rocla AGV, Active Space Automation, AgiLox, John Bean Technologies Corporation (JBT), AGVE Group, ek-automation, Transbotics (SCOTT), ASTI Mobile Robotics (ABB), 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 SCHAFER 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, i-collector, Storojet, Konecranes, Ocado Technology, KPI Solutions, Geek+, Hai Robotics, Urbx Logistics, Nano Fulfillment
• Piece Picking Robots: Righthand Robotics, Kindred AI (Ocado), Knapp, Universal Robotics, Berkshire Grey, PlusOne 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(TM) Exclusive Market Map (650+ Players across 15+ categories)

Table of Contents

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 - Durr 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(TM) WMS
• 28.2. Infor (Koch Industries)
  • 28.2.1. Introduction
  • 28.2.2. General Information:
  • 28.2.3. History & Developments:
  • 28.2.4. CloudSuite(TM) 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(TM) WMS
• 28.6. HighJump (Korber AG)
  • 28.6.1. Introduction
  • 28.6.2. General Information
  • 28.6.3. Korber 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

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 Korber'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

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