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.

• 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-6 players account for >50% of the market share currently, market to witness more M&As in the future

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    Introduction to 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)

2.1.1.1      Entry functions

2.1.1.2      Location functions

2.1.1.3      Stock control functions

2.1.1.4      Exit functions

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        Palletising/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

6.3        Gantry Robots

6.4        Automated Storage and Retrieval System (ASRS)

6.5        Palletising/De-palletising Systems

6.6        Automatic Identification and Data Capture (AIDC)

6.6.1      From bar-codes to image reading

6.6.2      The rise of Android

6.6.3      Growing popularity of wearables

6.7        Autonomous Guided Vehicles (AGV) & Autonomous Mobile Robots (AMR)

6.8        Order Picking

6.8.1      Optimization with Voice Technology

6.8.2      Voice recognition technology in the warehouse

6.8.3      Analytics advantages

6.8.4      Robotic Piece Picking Hits Tipping Point

6.8.5      Collaboration

6.9        WMS, WES, WCS

6.10        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

7.3.1.1      Uniqlo

7.3.1.2      Zara

7.3.1.3      ASOS

7.3.1.4      H&M

7.3.1.5      Zalando

7.3.1.6      GAP

7.3.1.7      Mango

7.4        Food and Beverage

7.4.1      Key players and major developments

7.4.1.1      Coca-Cola

7.4.1.2      Absolut

7.4.2      COVID-19 Update

7.5        General Merchandise

7.5.1      Key players and major developments

7.6        Post & Parcel

7.6.1    Key players and major developments

7.6.1.1    USPS

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

8.2.8.1      Poland is emerging as a distribution hub for Europe

8.2.8.2      Czech Republic – A new hub for warehouse automation

8.2.8.3      Romania has started adopting the mobile robotics in multiple applications

8.3        Asia-Pacific (APAC)

8.3.1      China

8.3.2      Japan

8.3.3      South Korea

8.3.4      India

8.3.5      Australia

8.3.6      Indonesia

8.3.7      Thailand

8.3.8      Philippines

8.3.9      Vietnam

8.3.10      Malaysia

8.3.11      Singapore

8.4        Middle East & Africa

8.4.1      The Middle-East e-commerce market

8.4.2      Middle East: Key players and Developments

8.4.3      Saudi Arabia

8.4.4      UAE

8.4.5      Rest of GCC

8.4.6      Turkey

8.4.7      South Africa

          8.4.8      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      e-Commerce Players in Brazil are More Focused on an Omni-channel Strategy, than on Being Pure Online 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

9.2        JD.com

9.3        Walmart

9.4        Tesco

9.5        Kroger

9.6        Ocado

8.7        ASOS

8.8        Zalando

10    Competitive Landscape

10.1     Key Players and their capabilities

10.1.1     Warehouse Equipment Providers

10.1.1.1    Recent Flurry of Deals in Warehouse Automation

10.1.1.2    Key Investments in 2019-2021

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 Integrators

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       Warehouse Automation – Company Profiles

11.1      Warehouse Equipment and Solution Providers

11.1.1    Dematic (KION)

11.1.2    SSI-Schaefer

11.1.3    Vanderlande (TICO)

11.1.4    Swisslog (KUKA)

11.1.5    Knapp

11.1.6    Daifuku

11.1.7    Murata Machinery Ltd.

11.1.8    Knapp

11.1.9    Beumer Group

11.1.10      Elettric 80

11.1.11      Witron Logistik + Informatik

11.1.12      TGW Logistics

11.1.13      Grenzebach GmbH

11.1.14      FIVES Group

11.1.15      Honeywell Intelligrated

11.1.16      Bastian Solutions (TICO)

11.1.17      Jungheinrich AG

11.1.18      Lodige Industries

11.1.19      ViaStore Systems

11.1.20      Interlake Mecalux

11.1.21      Kardex

11.1.22      AutoStore

11.1.23      DMW&H

11.1.24      Westfalia

11.1.25      Dambach

11.1.26      SIASUN

11.1.27      PSB Intralogistics

11.1.28      Material Handling System (MHS)

11.1.29      Gudel

11.1.30      System Logistics

11.1.31      OPEX Corporation

11.1.32      Savoye

11.1.33      Loadmaster Group

11.1.34      Addverb Technologies

11.2      AGV/AMR Providers

11.2.1      Geek+

11.2.2      Quicktron (Flashhold)

11.2.3      ForwardX Robotics

11.2.4      GreyOrange

11.2.5      HikRobot

11.2.6      Mobile Industrial Robots (MiR)

11.2.7      InVia Robotics

11.2.8      6 River Systems (Shopify)

11.2.9      Fetch Robotics

11.2.10      IAM Robotics

11.2.11      Locus Robotics

11.2.12      Vecna Robotics

11.2.13      Waypoint Robotics

11.2.14      Tompkins Robotics

11.2.15      Scallog

11.2.16      OTTO Motors (Clearpath Robotics)

11.2.17      GIDEON Brothers

11.2.18      Magazino

11.2.19      NextShift Robotics

11.2.20      AutoGuide Mobile Robots (Teradyne)

11.2.21      EiraTech Robotics

11.2.22      Aethon (ST Engineering)

11.2.23      BLEUM

11.2.24      HAI Robotics

11.2.25      Bionic HIVE

11.2.26      Oppent

11.2.27      PAL Robotics

11.2.28      Matthews Automation Solutions

11.2.29      CAJA Robotics

11.2.30      Omron (Adept Technology)

11.2.31      Guidance Automation (Matthews International)

11.2.32      Syrius

11.2.33      SMP Robotics

11.2.34      MALU Innovation

11.2.35      EuroTec (Lowpad)

11.2.36      DS Automotion

11.2.37      ROCLA

11.2.38      NeoBotix

11.2.39      John Bean Technologies (JBT Corporation)

11.2.40      Transbotics (Scott Group)

11.2.41      CSG Huaxiao

11.2.42      EK Automation

11.2.43      Oceaneering AGV

11.2.44      Wellwit Robotics

11.2.45      Logistics-Jet

11.2.46      Guozi

11.2.47      Jaten

11.2.48      Grenzabach

11.2.49      Balyo

11.2.50      Seegrid

11.2.51   TÜNKERS Maschinenbau GmbH

11.2.52   CPM – Dürr Group

11.2.53   Shanghai Seer Intelligent Technology Corporation (SEER)

11.2.54   FlexQube

11.2.55   IDEALworks GmbH

11.3      Autonomy Service Providers (ASP)

11.3.1      SEEGRID

11.3.2      BALYO

11.3.3      Brain Corporation

11.3.4      Bluebotics

11.3.5      Kollmorgen

11.3.6      Autonomous Solutions, Inc. (ASI)

11.3.7      MOVEL AI

11.3.8      MOV AI

11.3.9      Freedom Robotics

11.3.10      Robominds

11.3.11    PerceptIn

11.3.12    Romb Technologies

11.3.13    Fort

11.3.14    Hangzhou Coevolution Technology Co., Ltd.

11.4      Piece Picking Robots Providers

11.4.1    Berkshire Grey

11.4.2    Righthand Robotics

11.4.3    Kindred

11.4.4    Osaro

11.4.5    Plus One Robotics

11.5      Warehouse Management System Providers

11.5.1    Blue Yonder (JDA)

11.5.2    Infor

11.5.3    Oracle

11.5.4    SAP

11.5.5    Manhattan Associates

11.5.6    HighJump (Korber AG)

11.6      Automatic Identification and Capture (AIDC)

11.6.1    Zebra Technologies

11.6.2    Honeywell

11.6.3    Data Logic

11.6.4    SATO

11.6.5    SICK

11.7      Warehouse Drones

11.7.1    Eyesee (Hardis Group)

11.7.2    UVL Robotics

11.7.3    AIRMAP

11.8      Delivery Robots

11.8.1    STARSHIP

11.8.2    NURO AI

11.8.3    Tele Retail

11.8.4    KiwiBot

11.8.5    Robby Technologies

11       Emerging Technologies

11.1      Warehouse Drones

11.2      Vertical Solutions

11.3      Underground Logistics

12       Research Methodology

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: Kuka Mixed Case Palletising Robot

EXHIBIT 8: Illustration of AS/RS for Pallets with Loading Docks and Conveyor System

EXHIBIT 9: TGW Shuttle AS/RS for Order Picking

EXHIBIT 10: A Glimpse of Stöcklin Logistik stacker crane

EXHIBIT 11: Liberty Research Mixed Case Palletising with Picking Robot

EXHIBIT 12: Warehouse split case labour hours, by function

EXHIBIT 13: Overview of Order Picking Systems by Category

EXHIBIT 14: Classification of Automated Order Picking Systems by Number of SKUs and Throughput

EXHIBIT 15: Pick-to-light solutions are very useful for pharmaceutical companies

EXHIBIT 16: Autonomous Picking Robots from Fetch

EXHIBIT 17: AGVs from Amazon Robotics (formerly KIVA)

EXHIBIT 18: Material Handling and Warehouse Automation Value Chain

EXHIBIT 19: Overview of Automated Warehouse System Supply Chain with Key Players

EXHIBIT 20: Number of RaaS companies by market segment

EXHIBIT 21: RaaS for warehouse automation

EXHIBIT 22: Four levels of Warehouse Automation defined

EXHIBIT 23:Major M&A since 2012

EXHIBIT 24: Automated Warehouse – Future Look

EXHIBIT 25: U.S. online Spend by credit card

EXHIBIT 26:Change in willingness to invest in warehouse automation post covid-19

EXHIBIT 27:Change in willingness to invest in warehouse automation post covid-19

EXHIBIT 28: Online Grocery Shoppers by Retailes (2019 vs 2020)

EXHIBIT 29: Consumers who bought the online grocery in 2018-19 and expected to buy in 2020-21

EXHIBIT 30: Inventory Carrying Costs

EXHIBIT 31: Investments in Warehouse Logistics startups is increasing

EXHIBIT 32: Micro-Fulfillment Technologies

EXHIBIT 33: Top Robotics & Automation Investment in 2021

EXHIBIT 34: Warehouse automation market will grow ~2x to ~$40 billion by 2027

EXHIBIT 35: Retail sales are declining in 2020, but eCommerce adoption has accelerated

EXHIBIT 36: Ultrafast Delivery Services – Race to begin

EXHIBIT 37: Ultrafast Delivery Services in USA

EXHIBIT 38: Online Aggregation Model

EXHIBIT 39: Illustration of Product Range by Retailer:  U.K. Clothing

Exhibit 40: Fetch Robotics’ Fetch And Freight

Exhibit 41: Adept’s Lynx

EXHIBIT 42: Geekplus’s Mobile Robot

EXHIBIT 43: Mobile Industrial Robots (MIR)’S MIR200

EXHIBIT 44: Hikrobotics’ Qianmo Smart Warehouse Robot

EXHIBIT 45: Quicktron Robot

EXHIBIT 46: Zebra Technologies’ hand-free scanning, wearable computer and voice-directed picking solution

EXHIBIT 47: CONVEYORS

EXHIBIT 48: SWISSLOG HIGH-DENSITY AUTOSTORE

EXHIBIT 49: Online grocery penetration is increasing in major global economies

EXHIBIT 50: Palletizing Robot

EXHIBIT 51: Picking Robot

EXHIBIT 52: AGV

EXHIBIT 53: Some of the Warehouse Automation Robot Players Outside Palletizing

EXHIBIT 54: Modern Supply Chain

EXHIBIT 55: 100 Largest U.S. Warehouse Deals by Industry

EXHIBIT 56: E-Commerce sales and Additional Expected Annual warehouse demand

EXHIBIT 57:Multistory development and population density by Metro

EXHIBIT 58:Georgetown Crossroads – the first multistory warehouse in US

EXHIBIT 59:eCommerce requires a larger building footprint

EXHIBIT 60: Cost Breakdown of 10,000 Pallet AS/RS (Million Euros)

EXHIBIT 61: Warehouse Automation Market to grow almost 2x at ~15% CAGR…

EXHIBIT 62: …with AGV/AMR and MRO services making up for the biggest share of the market…

EXHIBIT 63: …and eCommerce accounting for the highest demand

EXHIBIT 64:Warehouse Automation Market By Equipment, Software & Services ($Million)

EXHIBIT 65: Converyors and sortation equipment is the basic building block of automated warehouse, to remain a large opportunity, albeit a moderate growth rate

EXHIBIT 66: Challenges in e-Commerce to maintain competitiveness

EXHIBIT 67: Online fast fashion is driving the adoption of Overhead conveyor systems

EXHIBIT 68: Gantry Robots – Best combination of payload, flexibility and stroke

EXHIBIT 69:Opportunity for Gantry robots in Warehouse Automation can be $725+ Million by 2026, led by Asia

EXHIBIT 70:E-Commerce and Grocery will lead the demand for Gantry Robots from end-use industries

EXHIBIT 71: Gantry Robots – Inside Look

EXHIBIT 72: AS/RS solutions are being preferred for higher accuracy and faster fulfiment of orders

EXHIBIT 73: Palletising and De-palletising systems are needed for large warehouses

EXHIBIT 74: Coordinated by intelligent software, ergonomic palletizing operations can address variability in SKUs and volume

EXHIBIT 75: Palletizing is largely automated in production facilities, but the latest technologies can also handle a dynamic warehousing environment

EXHIBIT 76: AIDC solutions to grow as well, driven in large by higher penetration in warehouse workers

EXHIBIT 77: 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 78: Solutions that are intuitive and familiar will improve onboarding and retention—both of which are critical in a tight labor market.

EXHIBIT 79: Laser/image-based scanners are the window to real-time operations to Industry 4.0

EXHIBIT 80: AGV and AMR is the fastest growing segment, and is necessary for fully autmated warehouses

EXHIBIT 81: Order picking technologies are seeing higher adoption as picking accuracy becomes critical

EXHIBIT 82: Laser-based or image-based, scanners are a system’s window to real-time operations and a door to Industry 4.0

EXHIBIT 83: Analytics can spot patterns that help an organization fine tune the use of voice directed work.

EXHIBIT 84: Voice technology being deployed for other tasks as well

EXHIBIT 85:Robotic Piece Picking in action

EXHIBIT 86:Robots can be pre-programmed or use AI to recognize object orientation for right pick

EXHIBIT 87: Grippers and suction-based technologies have the most deployments

EXHIBIT 88: Warehouse Automation Software to be a $3b+ opportunity

EXHIBIT 89: WMS, WES and WCS are converging

EXHIBIT 90: MRO services form the second biggest share, and essential to business model and sustainable margins

EXHIBIT 91: One year maintenance contracts are quite common

EXHIBIT 92: Maintenance requires training of new staff as well as maintaining an inventory of spare parts

EXHIBIT 93: Suppliers should be brought in every six to 12 months to ensure maintenance is adequate

EXHIBIT 94: COVID-19 – Industries hit by crisis as compared to MIA average

EXHIBIT 95:Warehouse Automation Market By End-User Industry ($Million)

EXHIBIT 96: eCommerce is the largest segment in Warehouse Automation, growing at double digit YoY

EXHIBIT 97: Global eCommerce sales will be $9 trllion by 2027, 25% of all global retail sales

EXHIBIT 98: Sales of shopping events, broken down by avg. sales per day in USD Billion

EXHIBIT 99: Online Grocery adoption increased due to COVID-19, higher automation is necessary for fulfilment

EXHIBIT 100: US online grocery will be $250B market by 2025

EXHIBIT 101: Online grocery in top 10 economies will reach $1.2b+ by 2027

EXHIBIT 102: High volume, high SKUs and high cost of returns pushing apparel players to automate operations

EXHIBIT 103: Ecommerce Penetration Rate in Fashion and Apparel Market

EXHIBIT 104: H&M is investing in automated online warehouses to provide next day delivery

EXHIBIT 105: Automation in F&B is driven by higher focus on safety regulations & improving operating margins

EXHIBIT 106: Coca-Cola Amatil, Northmead, Australia

EXHIBIT 107: General Merchandise presents a significant opportunity however, adoption is slow

EXHIBIT 108: Post and Parcel is slow to adopt automation in sorting centers, limited by the ROI benefits

EXHIBIT 109: Seegrid Tugger at Pennwood Place

EXHIBIT 110: Wholesale distribution of goods is a slow growth segment as demand for faster delivery is limited

EXHIBIT 111: Others segment has niche end-markets and growth is expected to remain stagnant

EXHIBIT 112: APAC will account for the largest demand for warehouse automation equipment, while US will be the single largest country

EXHIBIT 113:Warehouse Automation Market By Country ($Million)

EXHIBIT 114: North America Warehouse Automation Market Size  in US$ Million

EXHIBIT 115: US Warehouse Automation Market Size  in US$ Million

EXHIBIT 116:Top U.S. players for Retail Ecommerce Sales (%) in 2021

EXHIBIT 117:Warehouse Automation Market in United States By Equipment ($Million)

EXHIBIT 118:Warehouse Automation Market By End-Use Industry ($Million)

EXHIBIT 119: Investment Deals in USA for 2021

EXHIBIT 120: Canada Warehouse Automation Market Size  in US$ Million

EXHIBIT 121:Warehouse Automation Market In Canada By Equipment ($Million)

EXHIBIT 122:Warehouse Automation Market in Canada By End-Use Industry ($Million)

EXHIBIT 123: Investment Deals in Canada for 2021

EXHIBIT 124: Western Europe Warehouse Automation Market Size  in US$ Million

EXHIBIT 125: Central & Eastern Europe Warehouse Automation Market Size  in US$ Million

EXHIBIT 126:UK Online Market Share of Top-5 Players

EXHIBIT 127:UK Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 128: Investment Deals in Canada for 2021

EXHIBIT 129: Asda’s AutoStore Installation (Supplied by Swisslog) in Lutterworth

EXHIBIT 130:Warehouse Automation Market in United Kingdom By Equipment ($Million)

EXHIBIT 131:Warehouse Automation Market in United Kingdom By End-Use Industry ($Million)

EXHIBIT 132: Germany Warehouse Automation Market Size  in US$ Million

EXHIBIT 133:Warehouse Automation Market in Germany By Equipment ($Million)

EXHIBIT 134:Warehouse Automation Market in Germany By End-Use Industry ($Million)

EXHIBIT 135: Investment Deals in Germany for 2021

EXHIBIT 136: France Warehouse Automation Market Size  in US$ Million

EXHIBIT 137: Investment Deals in France for 2020-21

EXHIBIT 138: Online grocery in France will be a $48bn market by 2027

EXHIBIT 139:Warehouse Automation Market in France By Equipment ($Million)

EXHIBIT 140: Casino has partnered with Ocado to develop automated CFC

EXHIBIT 141:Warehouse Automation Market in France By End-Use Industry ($Million)

EXHIBIT 142: Italy Warehouse Automation Market Size  in US$ Million

EXHIBIT 143:Warehouse Automation Market in Italy By Equipment ($Million)

EXHIBIT 144:Warehouse Automation Market in Italy By End-Use Industry ($Million)

EXHIBIT 145: Spain Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 146:Warehouse Automation Market in Spain, By Equipment ($Million)

EXHIBIT 147:Warehouse Automation Market in Spain, By End-Use Industry ($Million)

EXHIBIT 148: Netherlands Warehouse Automation Market Size  in US$ Million :  Driven by Grocery & Retail

EXHIBIT 149:Warehouse Automation Market in Netherlands, By Equipment ($Million)

EXHIBIT 150:Warehouse Automation Market in Netherlands, By End-Use Industry ($Million)

EXHIBIT 151: Parcel lockers in the Nordics

EXHIBIT 152:Nordics Warehouse Automation Market Size in US$ Million

EXHIBIT 153: SOK/ Inex Oy automated warehouse

EXHIBIT 154:Warehouse Automation Market in Nordics By Equipment ($Million)

EXHIBIT 155:Warehouse Automation Market in Nordics By End-Use Industry ($Million)

EXHIBIT 156: Rest of Western Europe Warehouse Automation Market Size in US$ Million

EXHIBIT 157:Warehouse Automation Market in Rest of Western Europe By Equipment ($Million)

EXHIBIT 158:Warehouse Automation Market in Rest of Western Europe By End-Use Industry ($Million)

EXHIBIT 159:Warehouse Automation Market in Rest of Central and Easter Europe By Equipment ($Million)

EXHIBIT 160:Warehouse Automation Market in Rest of Central and Easter Europe By End-Use Industry ($Million)

EXHIBIT 161: Asia-Pacific Warehouse Automation Market Size in US$ Million

EXHIBIT 162:China eCommerce is booming, but distribution and logistics is lagging

EXHIBIT 163: China Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 164:Automated warehouses cost more than 15x traditional warehouse

EXHIBIT 165:Warehouse Automation Market in China By Equipment ($Million)

EXHIBIT 166:Warehouse Automation Market in China By End-Use Industry ($Million)

EXHIBIT 167:Investment Deals in China for 2021

EXHIBIT 168: Japan Warehouse Automation Market Size in US$ Million

EXHIBIT 169:Warehouse Automation Market in Japan By Equipment ($Million)

EXHIBIT 170:Warehouse Automation Market in Japan By End-Use Industry ($Million)

EXHIBIT 171: South Korea Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 172:Warehouse Automation Market in South Korea By ($Million)

EXHIBIT 173:Warehouse Automation Market in South Korea By ($Million)

EXHIBIT 174: India Warehouse Automation Market Size  in US$ Million

EXHIBIT 175: Demand for warehouse space is being driven by eCommerce

EXHIBIT 176: Sorter Robot

EXHIBIT 177: Addverb Technologies Portfolio

EXHIBIT 178:Warehouse Automation Market in India By Equipment ($Million)

EXHIBIT 179:Warehouse Automation Market in India By End-Use Industry ($Million)

EXHIBIT 180: Australia Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 181:Warehouse Automation Market in Australia By Equipment ($Million)

EXHIBIT 182:Warehouse Automation Market in Australia By End-Use Industry ($Million)

EXHIBIT 183: Indonesia Warehouse Automation Market Size in US$ Million

EXHIBIT 184: The South-east Asian eCommerce market is booming

EXHIBIT 185:Warehouse Automation Market in Indonesia By Equipment ($Million)

EXHIBIT 186:Warehouse Automation Market in Indonesia By End-Use Industry ($Million)

EXHIBIT 187:Thailand Warehouse Automation Market Size in US$ Million

EXHIBIT 188:Warehouse Automation Market in Thailand By Equipment ($Million)

EXHIBIT 189:Warehouse Automation Market in Thailand By Equipment ($Million)

EXHIBIT 190: Philippines Warehouse Automation Market Size in US$ Million

EXHIBIT 191:Warehouse Automation Market in Philippines By Equipment ($Million)

EXHIBIT 192:Warehouse Automation Market in Philippines By End-Use Industry ($Million)

EXHIBIT 193:Vietnam Warehouse Automation Market Size in US$ Million

EXHIBIT 194:Warehouse Automation Market in Vietnam By Equipment ($Million)

EXHIBIT 195:Warehouse Automation Market in Vietnam By End-Use Industry ($Million)

EXHIBIT 196: Malaysia Warehouse Automation Market Size in US$ Million

EXHIBIT 197:Warehouse Automation Market in Malaysia By Equipment ($Million)

EXHIBIT 198:Warehouse Automation Market in Malaysia By End-Use Industry ($Million)

EXHIBIT 199:Singapore Warehouse Automation Market (US$ Million)

EXHIBIT 200:Warehouse Automation Market in Singapore By Equipment ($Million)

EXHIBIT 201:Warehouse Automation Market in Singapore By End-Use Industry ($Million)

EXHIBIT 202: Middle-East Warehouse Automation Market was $0.7B in 2021 and to be 3x $2.1B in 2027E

EXHIBIT 203: Retail Strategy for eCommerce in Middle East

EXHIBIT 204: Middle East e-commerce is worth $10.3 billion and will grow by 13% through 2025

EXHIBIT 205: Middle East Retail Ecosystem

EXHIBIT 206: Saudi Arabia Warehouse Automation Market Size in US$ Million

EXHIBIT 207:Warehouse Automation Market in Saudi Arabia By Equipment ($Million)

EXHIBIT 208:Warehouse Automation Market in Saudi Arabia By End-Use Industry ($Million)

EXHIBIT 209:UAE Warehouse Automation Market Size in US$ Million

EXHIBIT 210:Warehouse Automation Market in UAE By Equipment ($Million)

EXHIBIT 211:Warehouse Automation Market in UAE By End-Use Industry ($Million)

EXHIBIT 212: Rest of GCC Warehouse Automation Market Size in US$ Million

EXHIBIT 213:Warehouse Automation Market in Rest of GCC By Equipment ($Million)

EXHIBIT 214:Warehouse Automation Market in Rest of GCC By End-Use Industry ($Million)

EXHIBIT 215: Turkey Warehouse Automation Market Size in US$ Million

EXHIBIT 216:Warehouse Automation Market in Turkey By Equipment ($Million)

EXHIBIT 217:Warehouse Automation Market in Turkey By End-Use Industry ($Million)

EXHIBIT 218: South Africa Warehouse Automation Market Size in US$ Million

EXHIBIT 219:Warehouse Automation Market in South Africa By Equipment ($Million)

EXHIBIT 220:Warehouse Automation Market in South Africa By End-Use Industry ($Million)

EXHIBIT 221: Rest of Middle East & Africa Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 222:Warehouse Automation Market in Rest of Middle East & Africa By Equipment ($Million)

EXHIBIT 223:Warehouse Automation Market in Rest of Middle East & Africa By End-Use Industry ($Million)

EXHIBIT 224:Latin America Warehouse Automation Market Size in US$ Million

EXHIBIT 225: Brazil Warehouse Automation Market Size in US$ Million

EXHIBIT 226:Warehouse Automation Market in Brazil By Equipment ($Million)

EXHIBIT 227:Warehouse Automation Market in Brazil By End-Use Industry ($Million)

EXHIBIT 228: Mexico Warehouse Automation Market Size in US$ Million

EXHIBIT 229:Warehouse Automation Market in Mexico By Equipment ($Million)

EXHIBIT 230:Warehouse Automation Market in Mexico By End-Use Industry ($Million)

EXHIBIT 231: Argentina Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 232:Warehouse Automation Market in Argentina By Equipment ($Million)

EXHIBIT 233:Warehouse Automation Market in Argentina By End-Use Industry ($Million)

EXHIBIT 234: Rest of Latin America Warehouse Automation Market Size (2016-2026) in US$ Million

EXHIBIT 235:Warehouse Automation Market in Rest of Latin America By Equipment ($Million)

EXHIBIT 236:Warehouse Automation Market in Rest of Latin America By End-Use Industry ($Million)

EXHIBIT 237: Square footage of active and future U.S. distribution infrastructure

EXHIBIT 238: Number of Robots in Amazon’s FCs

EXHIBIT 239: Amazon Robotics – Manufacturing Plant

EXHIBIT 240: The Amazon Fulfillment Process

EXHIBIT 241: Amazon – Last Mile Delivery

EXHIBIT 242: JD.com Asia No.1 Warehouse in Shanghai

EXHIBIT 243: JD.com Automated Logistics and Warehouse

EXHIBIT 244: JD.com AGV

EXHIBIT 245: JD.com Six axis robot

EXHIBIT 246: JD.com Delivery Robot

EXHIBIT 247: JD.com Delivery Drone

EXHIBIT 248: Symbotic System for Walmart Regional Network

EXHIBIT 249: Walmart Automated Fulfillment Center with Alphabot (Alert Innovaion)

EXHIBIT 250: How Consolidation Centers Fit into Walmart’s Supply Chain

EXHIBIT 251: Tesco – Digital Transformation

EXHIBIT 252: Tesco – Testing and Learning multiple on-demand delivery platforms

EXHIBIT 253:Kroger – Last Mile Delivery with Nuro AI

EXHIBIT 254:Kroger – Automated Fulfillment Center with Ocado

EXHIBIT 255: Ocado’s fulfilment centre brings goods to persons

EXHIBIT 256: Faster Pick Rates are Achieved by Using Automated Storage & Retrieval Systems (AS/RS) for Slow Moving Ambient SKUs (Picked from the Upper Green Totes to the Lower Orange in the Picture Below) (“Goods to Man” Picking).

EXHIBIT 257: 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 258: Each Bot has the Ability to Carry and to Lower or Lift Totes to or from Locations in the 3D Storage Grid

EXHIBIT 259: Andover was Operating with 300 Bots on a single picking shift

EXHIBIT 260: Suggesting a Capacity Utilization Approaching 15% as the facility ramps up

EXHIBIT 261: Ocado Capex for UK and Intrenational CFCs

EXHIBIT 262: Ocado: Announced roll out plans equivalent to 57 CFCs so far

EXHIBIT 263: ASOS – Latest Technologies Enabling Leading Delivery Propositions

EXHIBIT 264: ASOS expansion is being fueled by investment in distribution centers

EXHIBIT 265: Significant amount of ASOS’ capex is spend on development of warehouse and technology to support them

EXHIBIT 266: ASOS – Transformation of Investmnet into Efficiency

EXHIBIT 267: Zalando’s Warehouse Automation – Inside Look

EXHIBIT 268: Zalando – Warehouse Automation with Magazino Mobile Robot

EXHIBIT 269: Zalando – E-commerce Logistics Infrastructure; Plan for new fulfillment centers

EXHIBIT 270: The Top Warehouse Automation Solution Suppliers and their capabilities

EXHIBIT 271: Warehouse Automation Companies Going Through a Streak of M&As

EXHIBIT 272:Top Investment by company in 2019 & 2020 ($M)

EXHIBIT 273: The Top Supply Chain Software providers and their capabilities

EXHIBIT 274: The Top 20 ADC Suppliers

EXHIBIT 275: The Acquisition Spree Consolidating the ADC Space

EXHIBIT 276: Market share analysis of Warehouse Automation OEMs providers (Revenue)

EXHIBIT 277:Warehouse Management System Key Players

EXHIBIT 278:Material Handling System Key Players

EXHIBIT 279:AGV/AMR Key Players

EXHIBIT 280: Automatic Identification & Data Capture Key Players

EXHIBIT 281:Last Mile Delivery Key Players

EXHIBIT 282: Piece Picking Robots Key Players

EXHIBIT 283:Autonomy Service Provider Key Players

EXHIBIT 284:Warehouse Drones Key Players

EXHIBIT 285:Artificial Intelligence Key Players

EXHIBIT 286:IoT Analytics Key Players

EXHIBIT 287:Blockchain Key Players

EXHIBIT 288:5G Technology Key Players

EXHIBIT 289:Micro-Fulfillment Key Players

EXHIBIT 290: Third Party Logistics (3PL) Key Players

EXHIBIT 291: E-Commerce Building Characteristics

EXHIBIT 292: Drones are making an appearance inside warehouses

EXHIBIT 293: Asia Has Pioneered the Multi-Story Logistics Facility

List of Tables in Pivot Excel File

Table 1   Warehouse Automation Market – by Geography (USD Million)

Table 2   Warehouse Automation Market – by Equipment (USD Million)

Table 3   Warehouse Automation Market – by End Use Industry (USD Million)

Table 4   Warehouse Automation Market in United States by Equipment (USD Million)

Table 5   Warehouse Automation Market in United States by End-Use Industry (USD Million)

Table 6   Warehouse Automation Market in Canada by Equipment (USD Million)

Table 7   Warehouse Automation Market in Canada by End-Use Industry (USD Million)

Table 8   Warehouse Automation Market in Germany by Equipment (USD Million)

Table 9   Warehouse Automation Market in Germany by End-Use Industry (USD Million)

Table 10 Warehouse Automation Market in United Kingdom by Equipment (USD Million)

Table 11 Warehouse Automation Market in United Kingdom by End-Use Industry (USD Million)

Table 12 Warehouse Automation Market in France by Equipment (USD Million)

Table 13 Warehouse Automation Market in France by End-Use Industry (USD Million)

Table 14 Warehouse Automation Market in Italy by Equipment (USD Million)

Table 15 Warehouse Automation Market in Italy by End-Use Industry (USD Million)

Table 16 Warehouse Automation Market in Spain by Equipment (USD Million)

Table 17 Warehouse Automation Market in Spain by End-Use Industry (USD Million)

Table 18 Warehouse Automation Market in Netherlands by Equipment (USD Million)

Table 19 Warehouse Automation Market in Netherlands by End-Use Industry (USD Million)

Table 20 Warehouse Automation Market in Nordics by Equipment (USD Million)

Table 21 Warehouse Automation Market in Nordics by End-Use Industry (USD Million)

Table 22 Warehouse Automation Market in Rest of Europe by Equipment (USD Million)

Table 23 Warehouse Automation Market in Rest of Europe by End-Use Industry (USD Million)

Table 24 Warehouse Automation Market in Russia by Equipment (USD Million)

Table 25 Warehouse Automation Market in Russia by End-Use Industry (USD Million)

Table 26 Warehouse Automation Market in Rest of CEE by Equipment (USD Million)

Table 27 Warehouse Automation Market in Rest of CEE by End-Use Industry (USD Million)

Table 28 Warehouse Automation Market in China by Equipment (USD Million)

Table 29 Warehouse Automation Market in China by End-Use Industry (USD Million)

Table 30 Warehouse Automation Market in Japan by Equipment (USD Million)

Table 31 Warehouse Automation Market in Japan by End-Use Industry (USD Million)

Table 32 Warehouse Automation Market in India by Equipment (USD Million)

Table 33 Warehouse Automation Market in India by End-Use Industry (USD Million)

Table 34 Warehouse Automation Market in Australia by Equipment (USD Million)

Table 35 Warehouse Automation Market in Australia by End-Use Industry (USD Million)

Table 36 Warehouse Automation Market in Thailand by Equipment (USD Million)

Table 37 Warehouse Automation Market in Thailand by End-Use Industry (USD Million)

Table 38 Warehouse Automation Market in Vietnam by Equipment (USD Million)

Table 39 Warehouse Automation Market in Vietnam by End-Use Industry (USD Million)

Table 40 Warehouse Automation Market in Singapore by Equipment (USD Million)

Table 41 Warehouse Automation Market in Singapore by End-Use Industry (USD Million)

Table 42 Warehouse Automation Market in Indonesia by Equipment (USD Million)

Table 43 Warehouse Automation Market in Indonesia by End-Use Industry (USD Million)

Table 44 Warehouse Automation Market in South Korea by Equipment (USD Million)

Table 45 Warehouse Automation Market in South Korea by End-Use Industry (USD Million)

Table 46 Warehouse Automation Market in Malaysia by Equipment (USD Million)

Table 47 Warehouse Automation Market in Malaysia by End-Use Industry (USD Million)

Table 48 Warehouse Automation Market in Philippines by Equipment (USD Million)

Table 49 Warehouse Automation Market in Philippines by End-Use Industry (USD Million)

Table 50 Warehouse Automation Market in Taiwan by Equipment (USD Million)

Table 51 Warehouse Automation Market in Taiwan by End-Use Industry (USD Million)

Table 52 Warehouse Automation Market in Rest of Asia Pacific by Equipment (USD Million)

Table 53 Warehouse Automation Market in Rest of Asia Pacific by End-Use Industry (USD Million)

Table 54 Warehouse Automation Market in Saudi Arabia by Equipment (USD Million)

Table 55 Warehouse Automation Market in Saudi Arabia by End-Use Industry (USD Million)

Table 56 Warehouse Automation Market in UAE by Equipment (USD Million)

Table 57 Warehouse Automation Market in UAE by End-Use Industry (USD Million)

Table 58 Warehouse Automation Market in Rest of GCC by Equipment (USD Million)

Table 59 Warehouse Automation Market in Rest of GCC by End-Use Industry (USD Million)

Table 60 Warehouse Automation Market in Turkey by Equipment (USD Million)

Table 61 Warehouse Automation Market in Turkey by End-Use Industry (USD Million)

Table 62 Warehouse Automation Market in South Africa by Equipment (USD Million)

Table 63 Warehouse Automation Market in South Africa by End-Use Industry (USD Million)

Table 64 Warehouse Automation Market in Rest of Middle east & Africa by Equipment (USD Million)

Table 65 Warehouse Automation Market in Rest of Middle east & Africa by End-Use Industry (USD Million)

Table 66 Warehouse Automation Market in Argentina by Equipment (USD Million)

Table 67 Warehouse Automation Market in Argentina by End-Use Industry (USD Million)

Table 68 Warehouse Automation Market in Brazil by Equipment (USD Million)

Table 69 Warehouse Automation Market in Brazil by End-Use Industry (USD Million)

Table 70 Warehouse Automation Market in Mexico by Equipment (USD Million)

Table 71 Warehouse Automation Market in Mexico by End-Use Industry (USD Million)

Table 72 Warehouse Automation Market in Rest of South America by Equipment (USD Million)

Table 73 Warehouse Automation Market in Rest of South America by End-Use Industry (USD Million)

Table 74 Warehouse Automation Market for Gantry Robots (USD Million)

Table 75 Warehouse Automation Market for Gantry Robots (USD Million)

Table 76 Warehouse Automation Market in United States for E-commerce (USD Million)

Table 77 Warehouse Automation Market in United States for Grocery (USD Million)

Table 78 Warehouse Automation Market in United States for Apparel (USD Million)

Table 79 Warehouse Automation Market in United States for General Merchandise (USD Million)

Table 80 Warehouse Automation Market in United States for Wholesale (USD Million)

Table 81 Warehouse Automation Market in United States for Food & Beverage (USD Million)

Table 82 Warehouse Automation Market in United States for Post & Parcel (USD Million)

Table 83 Warehouse Automation Market in United States for Other (USD Million)

Table 84 Warehouse Automation Market in Canada for E-commerce (USD Million)

Table 85 Warehouse Automation Market in Canada for Grocery (USD Million)

Table 86 Warehouse Automation Market in Canada for Apparel (USD Million)

Table 87 Warehouse Automation Market in Canada for General Merchandise (USD Million)

Table 88 Warehouse Automation Market in Canada for Wholesale (USD Million)

Table 89 Warehouse Automation Market in Canada for Food & Beverage (USD Million)

Table 90 Warehouse Automation Market in Canada for Post & Parcel (USD Million)

Table 91 Warehouse Automation Market in Canada for Other (USD Million)

Table 92 Warehouse Automation Market in United Kingdom for E-commerce (USD Million)

Table 93 Warehouse Automation Market in United Kingdom for Grocery (USD Million)

Table 94 Warehouse Automation Market in United Kingdom for Apparel (USD Million)

Table 95 Warehouse Automation Market in United Kingdom for General Merchandise (USD Million)

Table 96 Warehouse Automation Market in United Kingdom for Wholesale (USD Million)

Table 97 Warehouse Automation Market in United Kingdom for Food & Beverage (USD Million)

Table 98 Warehouse Automation Market in United Kingdom for Post & Parcel (USD Million)

Table 99 Warehouse Automation Market in United Kingdom for Other (USD Million)

Table 100              Warehouse Automation Market in Germany for E-commerce (USD Million)

Table 101              Warehouse Automation Market in Germany for Grocery (USD Million)

Table 102              Warehouse Automation Market in Germany for Apparel (USD Million)

Table 103              Warehouse Automation Market in Germany for General Merchandise (USD Million)

Table 104              Warehouse Automation Market in Germany for Wholesale (USD Million)

Table 105              Warehouse Automation Market in Germany for Food & Beverage (USD Million)

Table 106              Warehouse Automation Market in Germany for Post & Parcel (USD Million)

Table 107              Warehouse Automation Market in Germany for Other (USD Million)

Table 108              Warehouse Automation Market in France for E-commerce (USD Million)

Table 109              Warehouse Automation Market in France for Grocery (USD Million)

Table 110              Warehouse Automation Market in France for Apparel (USD Million)

Table 111              Warehouse Automation Market in France for General Merchandise (USD Million)

Table 112              Warehouse Automation Market in France for Wholesale (USD Million)

Table 113              Warehouse Automation Market in France for Food & Beverage (USD Million)

Table 114              Warehouse Automation Market in France for Post & Parcel (USD Million)

Table 115              Warehouse Automation Market in France for Other (USD Million)

Table 116              Warehouse Automation Market in Italy for E-commerce (USD Million)

Table 117              Warehouse Automation Market in Italy for Grocery (USD Million)

Table 118              Warehouse Automation Market in Italy for Apparel (USD Million)

Table 119              Warehouse Automation Market in Italy for General Merchandise (USD Million)

Table 120              Warehouse Automation Market in Italy for Wholesale (USD Million)

Table 121              Warehouse Automation Market in Italy for Food & Beverage (USD Million)

Table 122              Warehouse Automation Market in Italy for Post & Parcel (USD Million)

Table 123              Warehouse Automation Market in Italy for Other (USD Million)

Table 124              Warehouse Automation Market in Spain for E-commerce (USD Million)

Table 125              Warehouse Automation Market in Spain for Grocery (USD Million)

Table 126              Warehouse Automation Market in Spain for Apparel (USD Million)

Table 127              Warehouse Automation Market in Spain for General Merchandise (USD Million)

Table 128              Warehouse Automation Market in Spain for Wholesale (USD Million)

Table 129              Warehouse Automation Market in Spain for Food & Beverage (USD Million)

Table 130              Warehouse Automation Market in Spain for Post & Parcel (USD Million)

Table 131              Warehouse Automation Market in Spain for Other (USD Million)

Table 132              Warehouse Automation Market in Netherlands for E-commerce (USD Million)

Table 133              Warehouse Automation Market in Netherlands for Grocery (USD Million)

Table 134              Warehouse Automation Market in Netherlands for Apparel (USD Million)

Table 135              Warehouse Automation Market in Netherlands for General Merchandise (USD Million)

Table 136              Warehouse Automation Market in Netherlands for Wholesale (USD Million)

Table 137              Warehouse Automation Market in Netherlands for Food & Beverage (USD Million)

Table 138              Warehouse Automation Market in Netherlands for Post & Parcel (USD Million)

Table 139              Warehouse Automation Market in Netherlands for Other (USD Million)

Table 140              Warehouse Automation Market in Nordics for E-commerce (USD Million)

Table 141              Warehouse Automation Market in Nordics for Grocery (USD Million)

Table 142              Warehouse Automation Market in Nordics for Apparel (USD Million)

Table 143              Warehouse Automation Market in Nordics for General Merchandise (USD Million)

Table 144              Warehouse Automation Market in Nordics for Wholesale (USD Million)

Table 145              Warehouse Automation Market in Nordics for Food & Beverage (USD Million)

Table 146              Warehouse Automation Market in Nordics for Post & Parcel (USD Million)

Table 147              Warehouse Automation Market in Nordics for Other (USD Million)

Table 148              Warehouse Automation Market in Russia for E-commerce (USD Million)

Table 149              Warehouse Automation Market in Russia for Grocery (USD Million)

Table 150              Warehouse Automation Market in Russia for Apparel (USD Million)

Table 151              Warehouse Automation Market in Russia for General Merchandise (USD Million)

Table 152              Warehouse Automation Market in Russia for Wholesale (USD Million)

Table 153              Warehouse Automation Market in Russia for Food & Beverage (USD Million)

Table 154              Warehouse Automation Market in Russia for Post & Parcel (USD Million)

Table 155              Warehouse Automation Market in Russia for Other (USD Million)

Table 156              Warehouse Automation Market in Rest of Europe for E-commerce (USD Million)

Table 157              Warehouse Automation Market in Rest of Europe for Grocery (USD Million)

Table 158              Warehouse Automation Market in Rest of Europe for Apparel (USD Million)

Table 159              Warehouse Automation Market in Rest of Europe for General Merchandise (USD Million)

Table 160              Warehouse Automation Market in Rest of Europe for Wholesale (USD Million)

Table 161              Warehouse Automation Market in Rest of Europe for Food & Beverage (USD Million)

Table 162              Warehouse Automation Market in Rest of Europe for Post & Parcel (USD Million)

Table 163              Warehouse Automation Market in Rest of Europe for Other (USD Million)

Table 164              Warehouse Automation Market in Rest of CEE for E-commerce (USD Million)

Table 165              Warehouse Automation Market in Rest of CEE for Grocery (USD Million)

Table 166              Warehouse Automation Market in Rest of CEE for Apparel (USD Million)

Table 167              Warehouse Automation Market in Rest of CEE for General Merchandise (USD Million)

Table 168              Warehouse Automation Market in Rest of CEE for Wholesale (USD Million)

Table 169              Warehouse Automation Market in Rest of CEE for Food & Beverage (USD Million)

Table 170              Warehouse Automation Market in Rest of CEE for Post & Parcel (USD Million)

Table 171              Warehouse Automation Market in Rest of CEE for Other (USD Million)

Table 172              Warehouse Automation Market in China for E-commerce (USD Million)

Table 173              Warehouse Automation Market in China for Grocery (USD Million)

Table 174              Warehouse Automation Market in China for Apparel (USD Million)

Table 175              Warehouse Automation Market in China for General Merchandise (USD Million)

Table 176              Warehouse Automation Market in China for Wholesale (USD Million)

Table 177              Warehouse Automation Market in China for Food & Beverage (USD Million)

Table 178              Warehouse Automation Market in China for Post & Parcel (USD Million)

Table 179              Warehouse Automation Market in China for Other (USD Million)

Table 180              Warehouse Automation Market in Japan for E-commerce (USD Million)

Table 181              Warehouse Automation Market in Japan for Grocery (USD Million)

Table 182              Warehouse Automation Market in Japan for Apparel (USD Million)

Table 183              Warehouse Automation Market in Japan for General Merchandise (USD Million)

Table 184              Warehouse Automation Market in Japan for Wholesale (USD Million)

Table 185              Warehouse Automation Market in Japan for Food & Beverage (USD Million)

Table 186              Warehouse Automation Market in Japan for Post & Parcel (USD Million)

Table 187              Warehouse Automation Market in Japan for Other (USD Million)

Table 188              Warehouse Automation Market in India for E-commerce (USD Million)

Table 189              Warehouse Automation Market in India for Grocery (USD Million)

Table 190              Warehouse Automation Market in India for Apparel (USD Million)

Table 191              Warehouse Automation Market in India for General Merchandise (USD Million)

Table 192              Warehouse Automation Market in India for Wholesale (USD Million)

Table 193              Warehouse Automation Market in India for Food & Beverage (USD Million)

Table 194              Warehouse Automation Market in India for Post & Parcel (USD Million)

Table 195              Warehouse Automation Market in India for Other (USD Million)

Table 196              Warehouse Automation Market in Australia for E-commerce (USD Million)

Table 197              Warehouse Automation Market in Australia for Grocery (USD Million)

Table 198              Warehouse Automation Market in Australia for Apparel (USD Million)

Table 199              Warehouse Automation Market in Australia for General Merchandise (USD Million)

Table 200              Warehouse Automation Market in Australia for Wholesale (USD Million)

Table 201              Warehouse Automation Market in Australia for Food & Beverage (USD Million)

Table 202              Warehouse Automation Market in Australia for Post & Parcel (USD Million)

Table 203              Warehouse Automation Market in Australia for Other (USD Million)

Table 204              Warehouse Automation Market in Thailand for E-commerce (USD Million)

Table 205              Warehouse Automation Market in Thailand for Grocery (USD Million)

Table 206              Warehouse Automation Market in Thailand for Apparel (USD Million)

Table 207              Warehouse Automation Market in Thailand for General Merchandise (USD Million)

Table 208              Warehouse Automation Market in Thailand for Wholesale (USD Million)

Table 209              Warehouse Automation Market in Thailand for Food & Beverage (USD Million)

Table 210              Warehouse Automation Market in Thailand for Post & Parcel (USD Million)

Table 211              Warehouse Automation Market in Thailand for Other (USD Million)

Table 212              Warehouse Automation Market in Vietnam for E-commerce (USD Million)

Table 213              Warehouse Automation Market in Vietnam for Grocery (USD Million)

Table 214              Warehouse Automation Market in Vietnam for Apparel (USD Million)

Table 215              Warehouse Automation Market in Vietnam for General Merchandise (USD Million)

Table 216              Warehouse Automation Market in Vietnam for Wholesale (USD Million)

Table 217              Warehouse Automation Market in Vietnam for Food & Beverage (USD Million)

Table 218              Warehouse Automation Market in Vietnam for Post & Parcel (USD Million)

Table 219              Warehouse Automation Market in Vietnam for Other (USD Million)

Table 220              Warehouse Automation Market in Singapore for E-commerce (USD Million)

Table 221              Warehouse Automation Market in Singapore for Grocery (USD Million)

Table 222              Warehouse Automation Market in Singapore for Apparel (USD Million)

Table 223              Warehouse Automation Market in Singapore for General Merchandise (USD Million)

Table 224              Warehouse Automation Market in Singapore for Wholesale (USD Million)

Table 225              Warehouse Automation Market in Singapore for Food & Beverage (USD Million)

Table 226              Warehouse Automation Market in Singapore for Post & Parcel (USD Million)

Table 227              Warehouse Automation Market in Singapore for Other (USD Million)

Table 228              Warehouse Automation Market in Indonesia for E-commerce (USD Million)

Table 229              Warehouse Automation Market in Indonesia for Grocery (USD Million)

Table 230              Warehouse Automation Market in Indonesia for Apparel (USD Million)

Table 231              Warehouse Automation Market in Indonesia for General Merchandise (USD Million)

Table 232              Warehouse Automation Market in Indonesia for Wholesale (USD Million)

Table 233              Warehouse Automation Market in Indonesia for Food & Beverage (USD Million)

Table 234              Warehouse Automation Market in Indonesia for Post & Parcel (USD Million)

Table 235              Warehouse Automation Market in Indonesia for Other (USD Million)

Table 236              Warehouse Automation Market in South Korea for E-commerce (USD Million)

Table 237              Warehouse Automation Market in South Korea for Grocery (USD Million)

Table 238              Warehouse Automation Market in South Korea for Apparel (USD Million)

Table 239              Warehouse Automation Market in South Korea for General Merchandise (USD Million)

Table 240              Warehouse Automation Market in South Korea for Wholesale (USD Million)

Table 241              Warehouse Automation Market in South Korea for Food & Beverage (USD Million)

Table 242              Warehouse Automation Market in South Korea for Post & Parcel (USD Million)

Table 243              Warehouse Automation Market in South Korea for Other (USD Million)

Table 244              Warehouse Automation Market in Malaysia for E-commerce (USD Million)

Table 245              Warehouse Automation Market in Malaysia for Grocery (USD Million)

Table 246              Warehouse Automation Market in Malaysia for Apparel (USD Million)

Table 247              Warehouse Automation Market in Malaysia for General Merchandise (USD Million)

Table 248              Warehouse Automation Market in Malaysia for Wholesale (USD Million)

Table 249              Warehouse Automation Market in Malaysia for Food & Beverage (USD Million)

Table 250              Warehouse Automation Market in Malaysia for Post & Parcel (USD Million)

Table 251              Warehouse Automation Market in Malaysia for Other (USD Million)

Table 252              Warehouse Automation Market in Philippines for E-commerce (USD Million)

Table 253              Warehouse Automation Market in Philippines for Grocery (USD Million)

Table 254              Warehouse Automation Market in Philippines for Apparel (USD Million)

Table 255              Warehouse Automation Market in Philippines for General Merchandise (USD Million)

Table 256              Warehouse Automation Market in Philippines for Wholesale (USD Million)

Table 257              Warehouse Automation Market in Philippines for Food & Beverage (USD Million)

Table 258              Warehouse Automation Market in Philippines for Post & Parcel (USD Million)

Table 259              Warehouse Automation Market in Philippines for Other (USD Million)

Table 260              Warehouse Automation Market in Taiwan for E-commerce (USD Million)

Table 261              Warehouse Automation Market in Taiwan for Grocery (USD Million)

Table 262              Warehouse Automation Market in Taiwan for Apparel (USD Million)

Table 263              Warehouse Automation Market in Taiwan for General Merchandise (USD Million)

Table 264              Warehouse Automation Market in Taiwan for Wholesale (USD Million)

Table 265              Warehouse Automation Market in Taiwan for Food & Beverage (USD Million)

Table 266              Warehouse Automation Market in Taiwan for Post & Parcel (USD Million)

Table 267              Warehouse Automation Market in Taiwan for Other (USD Million)

Table 268              Warehouse Automation Market in Rest of Asia Pacific for E-commerce (USD Million)

Table 269              Warehouse Automation Market in Rest of Asia Pacific for Grocery (USD Million)

Table 270              Warehouse Automation Market in Rest of Asia Pacific for Apparel (USD Million)

Table 271              Warehouse Automation Market in Rest of Asia Pacific for General Merchandise (USD Million)

Table 272              Warehouse Automation Market in Rest of Asia Pacific for Wholesale (USD Million)

Table 273              Warehouse Automation Market in Rest of Asia Pacific for Food & Beverage (USD Million)

Table 274              Warehouse Automation Market in Rest of Asia Pacific for Post & Parcel (USD Million)

Table 275              Warehouse Automation Market in Rest of Asia Pacific for Other (USD Million)

Table 276              Warehouse Automation Market in Saudi Arabia for E-commerce (USD Million)

Table 277              Warehouse Automation Market in Saudi Arabia for Grocery (USD Million)

Table 278              Warehouse Automation Market in Saudi Arabia for Apparel (USD Million)

Table 279              Warehouse Automation Market in Saudi Arabia for General Merchandise (USD Million)

Table 280              Warehouse Automation Market in Saudi Arabia for Wholesale (USD Million)

Table 281              Warehouse Automation Market in Saudi Arabia for Food & Beverage (USD Million)

Table 282              Warehouse Automation Market in Saudi Arabia for Post & Parcel (USD Million)

Table 283              Warehouse Automation Market in Saudi Arabia for Other (USD Million)

Table 284              Warehouse Automation Market in UAE for E-commerce (USD Million)

Table 285              Warehouse Automation Market in UAE for Grocery (USD Million)

Table 286              Warehouse Automation Market in UAE for Apparel (USD Million)

Table 287              Warehouse Automation Market in UAE for General Merchandise (USD Million)

Table 288              Warehouse Automation Market in UAE for Wholesale (USD Million)

Table 289              Warehouse Automation Market in UAE for Food & Beverage (USD Million)

Table 290              Warehouse Automation Market in UAE for Post & Parcel (USD Million)

Table 291              Warehouse Automation Market in UAE for Other (USD Million)

Table 292              Warehouse Automation Market in Turkey for E-commerce (USD Million)

Table 293              Warehouse Automation Market in Turkey for Grocery (USD Million)

Table 294              Warehouse Automation Market in Turkey for Apparel (USD Million)

Table 295              Warehouse Automation Market in Turkey for General Merchandise (USD Million)

Table 296              Warehouse Automation Market in Turkey for Wholesale (USD Million)

Table 297              Warehouse Automation Market in Turkey for Food & Beverage (USD Million)

Table 298              Warehouse Automation Market in Turkey for Post & Parcel (USD Million)

Table 299              Warehouse Automation Market in Turkey for Other (USD Million)

Table 300              Warehouse Automation Market in South Africa for E-commerce (USD Million)

Table 301              Warehouse Automation Market in South Africa for Grocery (USD Million)

Table 302              Warehouse Automation Market in South Africa for Apparel (USD Million)

Table 303              Warehouse Automation Market in South Africa for General Merchandise (USD Million)

Table 304              Warehouse Automation Market in South Africa for Wholesale (USD Million)

Table 305              Warehouse Automation Market in South Africa for Food & Beverage (USD Million)

Table 306              Warehouse Automation Market in South Africa for Post & Parcel (USD Million)

Table 307              Warehouse Automation Market in South Africa for Other (USD Million)

Table 308              Warehouse Automation Market in Rest of GCC for E-commerce (USD Million)

Table 309              Warehouse Automation Market in Rest of GCC for Grocery (USD Million)

Table 310              Warehouse Automation Market in Rest of GCC for Apparel (USD Million)

Table 311              Warehouse Automation Market in Rest of GCC for General Merchandise (USD Million)

Table 312              Warehouse Automation Market in Rest of GCC for Wholesale (USD Million)

Table 313              Warehouse Automation Market in Rest of GCC for Food & Beverage (USD Million)

Table 314              Warehouse Automation Market in Rest of GCC for Post & Parcel (USD Million)

Table 315              Warehouse Automation Market in Rest of GCC for Other (USD Million)

Table 316              Warehouse Automation Market in Rest of Middle east & Africa for E-commerce (USD Million)

Table 317              Warehouse Automation Market in Rest of Middle east & Africa for Grocery (USD Million)

Table 318              Warehouse Automation Market in Rest of Middle east & Africa for Apparel (USD Million)

Table 319              Warehouse Automation Market in Rest of Middle east & Africa for General Merchandise (USD Million)

Table 320              Warehouse Automation Market in Rest of Middle east & Africa for Wholesale (USD Million)

Table 321              Warehouse Automation Market in Rest of Middle east & Africa for Food & Beverage (USD Million)

Table 322              Warehouse Automation Market in Rest of Middle east & Africa for Post & Parcel (USD Million)

Table 323              Warehouse Automation Market in Rest of Middle east & Africa for Other (USD Million)

Table 324              Warehouse Automation Market in Argentina for E-commerce (USD Million)

Table 325              Warehouse Automation Market in Argentina for Grocery (USD Million)

Table 326              Warehouse Automation Market in Argentina for Apparel (USD Million)

Table 327              Warehouse Automation Market in Argentina for General Merchandise (USD Million)

Table 328              Warehouse Automation Market in Argentina for Wholesale (USD Million)

Table 329              Warehouse Automation Market in Argentina for Food & Beverage (USD Million)

Table 330              Warehouse Automation Market in Argentina for Post & Parcel (USD Million)

Table 331              Warehouse Automation Market in Argentina for Other (USD Million)

Table 332              Warehouse Automation Market in Brazil for E-commerce (USD Million)

Table 333              Warehouse Automation Market in Brazil for Grocery (USD Million)

Table 334              Warehouse Automation Market in Brazil for Apparel (USD Million)

Table 335              Warehouse Automation Market in Brazil for General Merchandise (USD Million)

Table 336              Warehouse Automation Market in Brazil for Wholesale (USD Million)

Table 337              Warehouse Automation Market in Brazil for Food & Beverage (USD Million)

Table 338              Warehouse Automation Market in Brazil for Post & Parcel (USD Million)

Table 339              Warehouse Automation Market in Brazil for Other (USD Million)

Table 340              Warehouse Automation Market in Mexico for E-commerce (USD Million)

Table 341              Warehouse Automation Market in Mexico for Grocery (USD Million)

Table 342              Warehouse Automation Market in Mexico for Apparel (USD Million)

Table 343              Warehouse Automation Market in Mexico for General Merchandise (USD Million)

Table 344              Warehouse Automation Market in Mexico for Wholesale (USD Million)

Table 345              Warehouse Automation Market in Mexico for Food & Beverage (USD Million)

Table 346              Warehouse Automation Market in Mexico for Post & Parcel (USD Million)

Table 347              Warehouse Automation Market in Mexico for Other (USD Million)

Table 348              Warehouse Automation Market in Rest of South America for E-commerce (USD Million)

Table 349              Warehouse Automation Market in Rest of South America for Grocery (USD Million)

Table 350              Warehouse Automation Market in Rest of South America for Apparel (USD Million)

Table 351              Warehouse Automation Market in Rest of South America for General Merchandise (USD Million)

Table 352              Warehouse Automation Market in Rest of South America for Wholesale (USD Million)

Table 353              Warehouse Automation Market in Rest of South America for Food & Beverage (USD Million)

Table 354              Warehouse Automation Market in Rest of South America for Post & Parcel (USD Million)

Table 355              Warehouse Automation Market in Rest of South America for Other (USD Million)