市場調査レポート
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1388498

倉庫自動化市場 (ロジスティクス自動化) :2028年までに440億米ドル規模に達する - 技術別 (AGV/AMR、ASRS、コンベア、ソート、オーダーピッキング、AIDC、パレタイジング、WMS/WES/WCS)、産業別、地域別・国別 (第4版)

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

出版日: | 発行: LogisticsIQ | ページ情報: 英文 500+ Pages, Pivot Excel File with 350+ Tables, 140+ Company profiles, and Market Map (PDF) | 納期: 即納可能 即納可能とは

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倉庫自動化市場 (ロジスティクス自動化) :2028年までに440億米ドル規模に達する - 技術別 (AGV/AMR、ASRS、コンベア、ソート、オーダーピッキング、AIDC、パレタイジング、WMS/WES/WCS)、産業別、地域別・国別 (第4版)
出版日: 2023年12月01日
発行: LogisticsIQ
ページ情報: 英文 500+ Pages, Pivot Excel File with 350+ Tables, 140+ Company profiles, and Market Map (PDF)
納期: 即納可能 即納可能とは
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  • 概要
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  • 目次
概要

世界の倉庫自動化市場は、2023年から2028年にかけて15%のCAGRで推移し、2028年までに440億米ドルの大台に達すると予測されています。

もちろん、倉庫自動化を推進する動きはCOVID-19以前から本格的でしたが、世界の大流行により、企業は倉庫自動化に関する戦略を、この業界で持続していくためには「持っていて損はない」カテゴリーから「持っていなければならない」カテゴリーへと変更せざるを得なくなっています。COVID-19感染拡大から得られた教訓のひとつは、長期的な視野に立っていかなる課題にも対応できるよう、様々なメガトレンド (高齢化、グローバリゼーション、健康と安全、モビリティ、グリーン・ロジスティクス、自律的な世界、都市化、個人化、デジタル化など) を従来以上に考慮・重視する必要があるということです。

2021年、倉庫自動化企業は膨大な受注を目の当たりにしたが、サプライチェーンの制約により収益の伸びは限られていました。その結果、業界は2022年に記録的な受注残を持つようになったが、2023年には減速とマクロ的不確実性のために減少しました。2024年に入り、各社は再び受注を開始したが、個人消費の低迷、高インフレ、地政学的緊張のため、小売業者は依然として設備投資に慎重です。

倉庫自動化市場については、人件費の高騰と、eコマース、小売、3PLロジスティクスにおける消費者需要のいくつかの構造的動向により、長期的に大きな成長機会があると見ています。2023年の景気減速による小売業とeコマースの一時的な縮小にもかかわらず、2023年に倉庫自動化に対する高い関心が観察され、2024年以降にこれらのシステムインテグレーターやメーカーの新規受注と収益に転換する可能性があります。

倉庫自動化市場レポートのハイライト

  • 倉庫自動化装置のサプライヤーや業界コンサルタントは、人口動態の変化、eコマースの普及拡大、産業用IoTの出現により、データ分析、5G、デジタルサービス、アフターコロナ時代の自動化オペレーションへの需要が高まり、長期的には10%台半ばの売上成長を見込んでいます。
  • 競合情勢:総合的な自動倉庫ソリューションを提供できるマテリアルハンドリング機器分野には、年間収益10億米ドル以上の大手企業が約15社、収益2億~10億米ドルの中堅企業が15~20社存在します。AMR、キューブベースのASRS、ピッキングロボット、マイクロフルフィルメント、自律化サービスプロバイダーなどのような新しいカテゴリーで多くの新興企業が出現していますが、上位10社の大手企業 (Dematic、Daifuku、SSI Schaefer、Honeywell Intelligrated、Knapp、Toyota Advance Logistics、Muratec、Beumer Group、Fortna、Witronを含む) が市場シェアの50%以上を獲得しています。シンボティックはここ数年、米国の既存プレーヤーに対抗する新しいプレーヤーとして台頭してきました。
  • サービス (MRO・デジタル双方) の重要性の増大:自動倉庫ソリューションのインストールベースが成長するにつれて、各企業はサービスとメンテナンスからの収益の増加を期待しています。2028年までには、デジタルサービスを含め、市場全体のほぼ25%に相当する110億米ドルのビジネスチャンスが見込まれています。
  • ビジネスモデルもまた、高額設備投資に対するエンドユーザーのリアルタイムのペインポイントを踏まえて変化しています。柔軟性、拡張性、従来のロボットプログラムよりも低コストで参入できることから、企業はますますRaaS (Robotics As a Service) に関心を寄せています。pick-as-a-serviceのビジネスモデルは通常、ピック1個当たり6セントから10セントで、AMR as a Serviceは通常、月単位でリースされ、(契約期間にもよりますがが) ロボット1台当たり月750米ドルから月数千ドルとなっています。
  • 業界再編:過去5年間、マテリアルハンドリング機器のプロバイダー間の統合が増加しています。これは、従来の企業が、変化する市場動向に対応し、自社のポジショニングを確立するために、新しい技術リーダーの買収が一層魅力的な方法であると考えているためです。

知っておくべき事実

  • 世界のeコマース売上高は、過去10年間で20%のCAGRで成長し、2021年には全世界で約5兆米ドルに達し、2027年には8兆米ドル以上に成長すると予想されています。オンライン小売売上高のシェアは、全体の2%から19%に上昇し、さらに2030年には25%以上に達すると予想されています。
  • Amazon Roboticsは、75万台以上の自律移動型ロボットを使って同社のフルフィルメントセンターを自動化しており、2015年末の3万台から25倍の成長を遂げています。Amazonは需要と供給を一致させるためにキャッチアップを続けてきました。売上高に占めるフルフィルメント・コストの割合は、2020年の~15%から2022年には16~17%に上昇します。Amazonは、カスタマー・フルフィルメント、ロジスティクス、サプライチェーンのイノベーションを促進・支援するため、AIIFと呼ばれる10億米ドルのベンチャー投資プログラムを創設しました。
  • ウォルマートは、シンボティック社と提携し、小売業者の地域配送網を再構築すると発表しました。Symboticは2017年、フロリダ州ブルックスビルのウォルマートの物流センターに初めてシステムを導入しました。それ以来、両社はシステムを最適化するために協力してきました。2021年7月、ウォルマートは地域ネットワークに彼らのハイテク自動化システムを実装するためにSymboticとの提携を発表し、42のRDCのうち25にこの技術を実装することを計画しました。2022年5月、両社は今後数年間にわたり、Symboticのロボット工学とソフトウェア自動化プラットフォームをウォルマートの地域配送センター42カ所すべてに導入する商業契約を拡大しました。
  • 欧州をリードするファッションとライフスタイルのオンライン・プラットフォームであるZalandoは、ポーランドに3つ目のフルフィルメント・センターを開設しました。ポーランドの2つのフルフィルメントセンターがZalandoの拡大する顧客ベースにサービスを提供し、1つのロジスティクスサイトがZalando Loungeの配送を担当します。
  • 倉庫の労働力不足は、ブラックフライデー、サイバーマンデー、Amazonプライムデー、サンクスギビングデー、シングルスデーなど、主要なショッピングホリデー前後に発生する労働力需要のピークでも問題となっています。倉庫はこれらのピーク時に臨時の労働者を雇い、顧客の配送スケジュールに間に合わせなければならないです。サプライチェーン・ロボティクス企業のCainiaoは、中国最大のロボット運営倉庫に700台以上のロボットを設置し、シングルズ・デーの注文を処理しました。
  • Alibabaは、2022年はシングルズ・デー史上初めて売上データの公表を拒否し、売上高は2021年と「同水準」としています。アリババのライバルであるJD.com (中国第2位の小売業者) も初めて売上高の公表を見送りましたが、同社は売上高を「記録的なもの」としています。2022年のシングルスデーの全プラットフォームでの売上高は1,300億米ドルから1,500億米ドルで、2021年から3%から13%増加しました。アナリストは、2023年の独身の日の成長率は1桁台前半と予想しています。

Amazonが倉庫とサプライチェーンの自動化競争を開始

ロボット工学と自動化は、eコマースにおける重要な成功要因に急速になりつつあり、物流の世界に非常に大きな影響を与えようとしています。自律移動ロボットや自動倉庫システムから、トラック・トレース技術や先進的なサプライチェーンソフトウェアに至るまで、それはますますスピーディで安全かつミスのない物流、市場投入までの時間短縮、そして最終的には企業や消費者のコスト削減を可能にするゲームチェンジャーです。

Amazonは、倉庫自動化業界の誕生の大きな原動力となっています。2005年、Amazonは約100万点の商品を対象としたお急ぎ便会員プログラム「プライム」を導入しました。現在、Amazon Primeの会員数は1億人を超え、3,000万点以上の商品を無料で無制限に配送し、100万点以上の商品を無料で当日配送し、特定の都市では数万点の商品を1~2時間で配送しています。プライムは最終的に、規模と自動化によって持続可能であることを証明し、Amazonが米国のeコマース市場で35%以上のシェアを獲得することを可能にしました。今やオンライン小売業界における事実上のベンチマークであり、配送パフォーマンスに対する消費者の期待を非常に高いレベルに設定しています。

小売業者にとってのオンライン事業の大きな利点は、非常に大量の在庫ファイルを1カ所で保有し、世界に流通させることができることです。これによって小売業者は、在庫リスクを負うことなく、各店舗で扱うよりも多くの商品 (SKU) を仕入れることができます。アグリゲーション・ウェブサイトの成功は、商品の選択肢が増えることで、長期的に売上が伸びることを明確に示しています。倉庫自動化によって、小売業者はこれまで以上に大量の在庫を扱うことができるようになり、それが成長を促進します。

Amazon Primeは、ロボット工学とオートメーション技術の最先端の進歩を活用することなく実現することは不可能であり、同社はこれを持続可能な競争優位性の源泉に変えました。2012年、Amazonはキバ・システムズを7億7,500万米ドルで買収しました。現在はAmazon Roboticsとして知られるキバ・システムズは、倉庫自動化に自律移動ロボットを使用するパイオニアであり、注文処理に革命的なアプローチを導入しました。Kivaロボットは、最先端の制御ソフトウェアによって制御されながら、倉庫内を自律的に移動し、注文された商品がダイナミックに保管された棚を移動させ、注文を満たすために梱包作業を行う。現在、Amazon Roboticsは75万台以上の自律移動型ロボットを使ってフルフィルメントセンターを自動化しており、2015年末の3万台から25倍以上に増加しています。

2015年以降、KivaテクノロジーはAmazonの倉庫に限定されているため、多くの企業がその空白を埋めるために奔走し、現在では様々な自律性のモバイル・ロボット・システムが普及しています。この業界はまだ黎明期にあり、KUKAの子会社で最近中国の家電大手Mideaに買収されたSwisslogや、同じく日本のオムロンに買収されたAdeptのような既存プレーヤーから、米国のFetch Robotics、Universal Roboticsの共同創業者が立ち上げたデンマークのMobile Industrial Robots (MiR)、シンガポールを拠点としインドに顧客を持つGreyOrange、中国のHikvisionの子会社であるHikrobot Technologiesのような多数の新興企業まで、競合企業は多岐にわたります。

Amazonは140億米ドルを投じてホールフーズ・マーケッツを買収しましたが、これはeコマースとロジスティクス業界に広範な影響を与えるとともに、オンライン食料品ショッピングがゴールデンタイムを迎える準備が整ったことを示すものでもあります。この買収は、米国のオンライン食料品市場において決定的な出来事であったと我々は考えています。この市場はまだ黎明期にあり、6,750億米ドルの米国食料品市場のわずか2%、より発展している英国市場では6%程度です。クローガーとアルバートソンズの合併は、小売自動化における新たなゲームチェンジャーとなるかもしれません。近年、Ocadoのようなオンラインのみの食料品サービスは、非常に高い自動化強度を持ちますが、比較的限られた規模のビジネスモデルをテストし、証明してきました。一方、従来の食料品小売業者は、ラストワンマイルの物流の悪夢と闘ってきました。食料品のピッキングや出荷には、コールドチェーンなどの物流上の課題があります。

オーダーピッキングは依然としてロボットの課題

Amazonは、商業的に可能な自動ピッキングは依然として「困難な課題」であるとコメントしています。

自動オーダーピッキングを可能にするロボットが発表されています。ロボットベンダーや倉庫自動化業者のほとんどは、様々なオーダーピッキングロボットを製造しています。これらのオーダーピッキングロボットは、パレットから小包を「ピッキング」し、カートンや箱に入れ、コンベアシステムに載せてさらに配送します。

IAM Roboticsのように、Fanucのアームを持つ自律移動型ピッキングロボット「スイフト」を使用するものもあります。このようなロボットはしばしば協働ロボット (コボット) に分類され、棚から物をピッキングする機能は、棚から倉庫の梱包・出荷コーナーまで搬送する自動搬送車であることに付随していることが多いです。2020年、オカドはピッキング・梱包機能を強化するため、サンフランシスコに本社を置くロボット企業キンドレッド・システムズを2億6,200万米ドルで、ラスベガスのハディントン・ダイナミクスを2,500万米ドルで買収することで合意しました。これとは別に、オカド・グループは2023年、Shopify社から、ロジスティクスと非食品小売部門向けの協働AMRフルフィルメント・ソリューション・プロバイダーである6 River Robotics社を買収しました。

2028年までに倉庫自動化市場最大のセグメントはeコマースで、次いで食料品市場

eコマースと食料品が倉庫自動化機器に対する最大の需要を持ち、2028年まで10%以上の高い成長率を示します。eコマースの成長はまた、インド、インドネシア、ラテンアメリカ、中東欧など、歴史的にそのようなソリューションの普及率が非常に低い地域からの自動化ソリューションの需要を促進しています。新興国では、近代的な倉庫スペースに対する需要が高いです。

アジア太平洋は倉庫自動化の最大市場となり、中でもインドはeコマースにおける大きな可能性を背景に、世界的に最も高い成長を示すと思われます。インドのGreyOrangeやAddverb Technologiesのような地域の新興企業は、よりローカライズされたソリューションがeコマース・プレーヤーにも支持されていることを示しています。

米国は現在、倉庫自動化の最大市場であり、完全自動化された倉庫が米国の倉庫総面積の5%未満であるという事実を考慮すると、そのリーダーシップを維持すると予想されます。フルフィルメントの高速化、労働力不足、倉庫スタッフの高賃金) により、自動化技術の採用が進むと予想されます。中国は米国に次いで第2位で、eコマースの著しい成長と、JD.comのようなプレーヤーによる大量のSKUの取り扱いと出荷がその原動力となっています。

現在、主要企業10社で市場シェアの50%以上を占めていますが、今後さらにM&Aが進むと思われます。

倉庫自動化の市場シェア

当レポートでは、世界の倉庫自動化市場について分析し、市場の基本構造や促進要因、技術・ソリューションの概略と昨今の動向、主要企業のプロファイルと主力製品、業界の最新情勢、今後の成長見通しなどを調査しております。

当レポートの内容

  • 500以上のページと、290以上の図表による市場レポート:7件の主要業界別・10件の技術別
  • 倉庫自動化市場のボトムアップ分析:20以上の国と地域
  • エコシステム内の700社の詳細分析:140社以上の企業プロファイル付き
  • バリューチェーン全体にわたる100人以上の主要業界利害関係者とのフォーカス・グループ・ィスカッションにより、分析を検証するための生の情報を収集。
  • ピボットモデリングと350枚以上の市場シートを含むExcelファイル:2028年までの将来予測を含む
  • さらなるブレーンストーミングのための2回のアナリストセッション
  • 投資の詳細情報:150件以上のM&Aと、750以上の資金調達案件を含む
  • LogisticsIQ (TM) 独自の市場マップ (15件以上のカテゴリー・650社以上の企業)

目次

第1章 倉庫自動化

  • 倉庫業務の構造
  • 自動化は運用コストを削減し、市場での成功を達成するために不可欠です

第2章 倉庫自動化技術の内訳

  • 倉庫管理システム (WMS)、倉庫実行システム (WES) 倉庫制御システム (WCS)
  • 自動識別・データ取得 (AIDC)
  • コンベヤー・仕分・、オーバーヘッドシステム
  • 自律搬送車 (AGV)・自律移動ロボット (AMR)
  • 自動保管・検索システム (AS/RS) またはパレットラック
  • パレタイジング/デパレタイズシステム
  • オーダーピッキング

第3章 倉庫自動化のビジネスモデル・促進要因・動向

  • ビジネスモデル
  • 倉庫自動化の経済性
  • 業界の促進要因
  • マクロ成長の原動力
  • 統合と企業合併・買収 (M&A)
  • Modex 2022:概要

第4章 新型コロナウイルス感染症 (COVID-19) 感染拡大:倉庫自動化への影響

  • 即時的および短期的な影響
  • COVID-19以後の新たな動向

第5章 倉庫自動化の促進要因と動向

  • 市場成長
  • eコマース:倉庫自動化の最大の成長促進要因
  • 超高速配送サービス:さらなる自動化の要望
  • ロボティクスとオートメーション:注文処理の重要な成功要因
  • オンライン食料品は次の破壊的要因となり、倉庫自動化の最有力候補となる可能性がある
  • 注文ピッキング:ロボットにとって今でも課題である
  • 倉庫スペースの供給制約
    • 一部の市場で多階建て倉庫をテストする開発者
  • 倉庫自動化への課題
    • 先行投資コスト
    • 柔軟性
  • イノベーション

第6章 倉庫自動化市場:技術別

  • コンベヤー・仕分けシステム
  • オーバーヘッドシステム
    • ガントリーロボット
  • 自動保管・検索システム (AS/RS)
  • パレタイズ/デパレタイズシステム
  • 自動識別・データ取得 (AIDC)
  • 自律搬送車 (AGV)・自律移動ロボット (AMR)
  • オーダーピッキング
    • 音声技術による最適化
    • 倉庫における音声認識技術
    • 分析の利点
    • ロボットによるピースピッキングが転換点を迎える
    • コラボレーション
  • WMS・WES・WCS
  • MROサービス

第7章 倉庫自動化市場:エンドユーザー業界別

  • eコマース
  • 食料品店
  • アパレル
  • 食品・飲料
  • 雑貨
  • 郵便・小包
  • 卸売
  • その他 (製薬・ライフサイエンス、金属・鉱業、化学など)

第8章 倉庫自動化市場シェア:国別

  • 北米
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
    • イタリア
    • スペイン
    • オランダ
    • 北欧諸国
    • その他の欧州
  • アジア太平洋
    • 中国
    • 日本
    • 韓国
    • インド
    • オーストラリア
    • インドネシア
    • タイ
    • フィリピン
    • ベトナム
    • マレーシア
    • シンガポール
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • その他の湾岸協力会議 (GCC) 諸国
    • トルコ
    • 南アフリカ
    • その他の中東・アフリカ
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • アルゼンチン
    • その他のラテンアメリカ

第9章 倉庫自動化の開発:主要顧客

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

第10章 競合情勢

  • 主要企業とその能力
    • 倉庫設備プロバイダー
    • 倉庫管理ソフトウェアプロバイダー
    • AIDCプロバイダー
  • 市場シェア分析
  • 主要企業と主な動向
    • 倉庫管理システム (WMS)
    • マテリアルハンドリングシステム
    • 無人搬送車 (AGV)・自律移動ロボット (AMR)
    • AIDC (自動識別・データ取得)
    • ラストマイル配送
    • ピースピッキングロボット
    • ASP (自律サービスプロバイダー)
    • 倉庫用ドローン
    • 人工知能 (AI)
    • IoT分析
    • ブロックチェーン
    • 5Gテクノロジー
    • マイクロフルフィルメント
    • 3PL (サードパーティロジスティクス)

第11章 新興技術

  • 倉庫用ドローン
  • 業種別ソリューション
  • 地下物流

第12章 調査手法

第13章 企業プロファイル

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

第14章 AGV・AMR:主要企業

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

第15章 自律化サービスプロバイダー (ASP)

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

第16章 マシンビジョン・イメージング

  • Basler AG
  • Keyence
  • Omron Microscan Systems
  • Cognex

第17章 消毒ロボット

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

第18章 小売ロボット

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

第19章 屋内配送ロボット

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

第20章 警備・検査ロボット

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

第21章 遠隔操作/テレプレゼンスロボット

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

第22章 掃除ロボット

  • Softbank Robotics
  • Avidbots
  • Gaussian Robotics
  • LionsBot

第23章 病院支援ロボット

  • Revotonix L.L.C
  • Jetbrain

第24章 農業ロボット

  • Bogaerts
  • Harvest Automation

第25章 バッテリー・充電器

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

第26章 主要コンポーネント

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

第27章 ピースピッキングロボット

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

第28章 倉庫管理システムプロバイダー

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

第29章 AIDC (自動識別・データ取得)

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

第30章 倉庫用ドローン

  • Eyesee (HARDIS Group)
  • UVL ROBOTICS
  • AirMap (DroneUp)

第31章 配送ロボット

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

LIST OF EXHIBITS

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

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

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

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

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

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

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

  • Automation is must for customer fulfilment: Meeting customer demands within e-commerce requires increased adoption of warehouse automation solutions to keep costs and operational complexity in check. Online retailing is fundamentally a logistics business driven by margin improvement from cost reduction in inventory management, order fulfilment and delivery capabilities.
  • Scalable solutions enable Double-digit growth in e-commerce and online grocery sales is driving players to expand capacity to deliver required volumes. Warehouse automation solutions are built for scale and can deliver higher output and more accurate order fulfilment than a manual setup at lower operating costs and can increase the customer satisfaction as well as improve margins by reducing the delivery time as well as cutting down on the cost of wrong orders.
  • Online Grocery Retail: Online grocery retail is the perfect use-case owing to the high-volume, low-margin nature of the business and the constraints involved in storing and delivering "fresh" products that typically involve temperature controlled supply chains. Building and delivering orders that meet increasing customer demands as well as can compete with the produce available in brick and mortar grocery stores in terms of freshness and prices, puts a huge pressure on the already thin margins in the grocery retail business. Warehouse Automation is a perfect solution for this model, as the order picking and fulfillment process can be made more cost-efficient enabling the retailer to compete on prices as well as offer same-day delivery. Micro-Fulfillment and Last Mile Delivery are going to drive this market further in next 5 years.
  • Efficiency: The spatial savings from reduced warehouse footprints can be up to 85% and reductions in operational costs of up to 65%. Space savings are achieved primarily through storing SKUs higher and denser, and reductions in operational costs are resulting from decreased demand for manual labour.

KEY FINDINGS

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

  • US, Germany and China are the key market: United States, China and Germany are the largest markets with more than 50% share for Warehouse Automation both with regards to demand as well as the presence of OEMs and System Integrators. Europe is a big hub for OEMs, with strong presence in Germany, Italy, France, Netherlands, and Spain. Western Europe is a big market accounting ~30% of the overall global market. Most of the fastest growing markets are concentrated in APAC, mainly in South Asia (India) and South-East Asia. Middle East is another exciting opportunity and is well suited in terms of geography with European players looking to expand their offerings in the region. Latin America is still under-penetrated with regards to automation; however, things are set to change and market is set to observe a high growth in Brazil and Mexico. Within Europe, Central and Eastern Europe is a fast-growing region, with Poland and Czech Republic emerging as logistics hub and showing good growth prospects.
  • Online Grocery becoming the top attraction for warehouse automation: The Grocery industry is one of the most challenging and attractive industries from a logistics perspective. Grocery distributors ship high cubic volumes of merchandise to retail stores with frequent deliveries to ensure product freshness. Grocery distribution center operations are amongst the most labour intensive of any industry. Higher automation driven by online grocery, micro-fulfillment centers (MFC) and ultrafast deliveries is going to be biggest opportunity in next 5 years led by different type of solution providers as AutoStore, Ocado, Takeoff Technologies, Exotec, Fabric, Symbotic, Attabotics, OPEX, , Geek+, and Urbx Logistics. It will witness an opportunity of more than $7B by 2028 with 18% growth rate. We have already witnessed many partnerships in last 2-3 years such as Ocado and Kroger in USA, Takeoff Technologies and Majid Al Futtaim in Middle East, Walmart and Symbotic in USA, Ocado and Coles in Australia, and Freshippo (Alibaba Group) in China.
  • AGV/AMR will remain the key technology to adopt: AGV and AMR market is expected to be biggest market in 2028 with a CAGR of ~30%. AMR (without any external support of optical tape, sensor or vision) is going to be main contributor in the warehouses due to high demand in e-commerce sector and its flexibility to deploy the robot without any major change in the existing warehouse infrastructure. However, it is a bit slow in terms of pick rate per hour as compared to ASRS but is preferred in small and medium warehouses due to lower cost and quick deployment. It is expected that AGVs/AMRs are going to have more than 20% market share by 2028 in this market led by players like Seegrid, Balyo, Hai Robotics, Geek+, GreyOrange, HikRobot, Quicktron, Locus Robotics, Fetch Robotics (Zebra), 6 River Systems (Ocado), Teradyne (MiR, AutoGuide Mobile Robots), Rocla, JBT, ek-robotics, Omron, Rockwell Automation (Clearpath Robotics, OTTO Motors) etc.
  • Picking systems are still largely manual: The order picking process can be done manually or can be automated. Manual picking is preferred when there is a wide variety of SKUs (for example online grocery shopping) to pick from. The order picking is the most labour intense part of the warehouse/DC and ideal for automation, however automation becomes increasingly challenging as the number of SKUs goes up. Barcode scanning can minimize errors but RFID (radio frequency) is quicker and more accurate for product identification. Manual pickers can still be tasked with picking individual items; however, automated storage and retrieval systems can bring the goods to the picker, and order picking robots can improve this further, thereby cutting down on a lot of manual labour and costs. Technologies like pick-to-light or pick-to-voice can also increase the efficiency of the human worker even if the task is not truly automated. Apart this, piece picking robots are the latest pick by fulfillment center for ecommerce delivered by Righthand Robotics, Berkshire Grey, Osaro, Covariant, Kindred AI, Plus One Robotics, Fizyr, Dexterity, Pickr AI etc.

Highlights of Warehouse Automation Market Report

  • Warehouse Automation equipment suppliers and industry consultants expect broadly mid-teen% sales growth in long term driven by demographic changes, increased penetration in e-commerce and the advent of the Industrial IoT, that will drive demand for data analytics, 5G, digital services and automated operations in post-pandemic era.
  • Competitive landscape - There are around 15 big players having annual revenue of more than $1B and 15-20 medium-size companies with revenue between $200M and $1B operating in the material handling equipment space capable of delivering comprehensive automated warehouse solutions. Top-10 large companies (including Dematic, Daifuku, SSI Schaefer, Honeywell Intelligrated, Knapp, Toyota Advance Logistics, Muratec, Beumer Group, Fortna, Witron) are capturing more than 50% of market share although lots of start-ups are emerging in new categories like AMRs, Cube based ASRS, Picking Robots, Micro-Fulfillment, Autonomy Service Providers etc. Symbotic has emerged as a new player in last couple of years to compete with stablished players in USA.
  • Services, both MRO and Digital, importance is increasing - Over the time as the installed base of automated warehouse solutions grows, industry players expect an increase in revenues from services and maintenance, which would have a positive impact on profitability as the service business typically has 15-20% operating margins, versus 3-5% margins for new equipment. It is expected to be ~$11B opportunity by 2028 including digital services which is almost 25% of total market.
  • Business models are also changing considering the real time pain points of end-users for high capex. Businesses are increasingly intrigued with RaaS (Robotics As a Service) because of its flexibility, scalability, and lower cost of entry than traditional robotics programs. The business model for pick-as-a-service is usually on a per-pick basis, ranging from 6 cents to 10 cents per pick, while AMR-as-a-service is usually leased on a monthly basis, from US$750 per robot per month to several thousands of dollars per month, depending on the commitment period.
  • Industry Consolidation - The past 5 years have seen an increase in consolidation amongst material handling equipment providers as traditional players see acquisition of new technology leaders as an increasingly attractive way of positioning themselves in response to changing market trends. Acquisitions like Rockwell Automation (Clearpath Robotics, OTTO Motors), Jungheinrich (Magazino), SSI Schafer (DS Automotion), Zebra (Fetch Robotics, Matrox), ABB (ASTI), Toyota (Vanderlande, Bastian Solutions, ViaStore), Murata Machinery (Cimcorp), Locus Robotics (Waypoint), Hitachi (JR Automation), KPI Solutions (Kuecker Logistics Group, Pulse Integration, QC Software), Ocado (6 River Systems, Kindred, Haddington Dynamics), Element Logic (SDI), Honeywell (Intelligrated, Transnorm), Körber (Cohesio Group, Siemens Logistics, HighJump), Teradyne (MiR, Energid, AutoGuide Mobile Robots), Jungheinrich (Arculus), KION (Dematic), KUKA (Swisslog) are just some of the examples of this consolidation.

Facts to Know

  • Global e-Commerce sales have grown at a CAGR of 20% over the last decade, reaching almost $5 trillion worldwide in 2021, and expected to grow to more than $8 trillion by 2027. The share of online retail sales has gone from 2% of total to 19%, and is further expected to reach >25% by 2030.
  • Amazon Robotics automates the company's fulfillment centers using more than 750,000 autonomous mobile robots, 25x growth from 30,000 at the end of 2015. Amazon had been playing catchup to match supply with demand - fulfillment costs as a percentage of net sales climbed from ~15% in 2020 to 16-17% in 2022. Company has created a $1 billion venture investment program called the Amazon Industrial Innovation Fund (AIIF) to spur and support innovation in customer fulfillment, logistics, and the supply chain.
  • Walmart announced has partnered with Symbotic to reimagine the retailer's regional distribution network. Symbotic first implemented its system in Walmart's Brooksville, Florida distribution center in 2017. Since that time, the companies have worked together to optimize the system. In July 2021, Walmart announced its partnership with Symbotic to implement their high-tech automation system in the regional network and planned to implement this technology in 25 of their 42 RDCs. In May 2022, both expanded commercial agreements to implement Symbotic's robotics and software automation platform in all 42 of Walmart's regional distribution centers over the coming years.
  • Zalando, Europe's leading online platform for fashion and lifestyle, has opened its third fulfillment center in Poland. The ramp up marks an important milestone in Zalando's logistics network expansion with two Polish fulfillment centers serving Zalando's growing customer base and one logistics site taking care of Zalando Lounge deliveries.
  • Warehouse labour shortages are also an issue with peak labour demands occurring around major shopping holidays viz. Black Friday, Cyber Monday, Amazon Prime day, Thanksgiving Day and Singles Day. Warehouses have to hire temporary labour around these peak times to meet the customer delivery schedules. Supply chain robotics company Cainiao had installed 700+ robots at China's largest robot-run warehouse to process orders on Singles Day.
  • 2022 was the first year in Singles' Day history Alibaba declined to release its sales data, with the company simply stating sales were "in line" with those of 2021. Alibaba rival JD.com (China's second-largest retailer) also declined to release sales numbers for the first time-although they called their sales "record-setting". Singles' Day 2022 sales volume across all platforms was between $130 and $150 billion, an increase of between 3% and 13% from 2021. Analysts are expecting low-single-digit% growth for 2023 Singles' Day.

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

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

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

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

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

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

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

Order Picking remains a Robotic Challenge

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

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

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

Warehouse robots are typically used for:

  • 1. De-palletizing/palletizing: De-palletizing robots strip a pallet of products coming into a warehouse. In the simplest cases this can be all the same product (say from a single manufacturer), but may also contain mixed products. De-palletizing robots are typically standard industrial robots with a dedicated tool mounted, often using a vacuum enabled grip to remove packages from the pallet. Palletizing robots re-pack the pallet for onward shipment.
  • 2. Order picking: A picking arm can be mounted to a standard industrial robot/cobot. As highlighted by DHL, a standard industrial robot from the major supplier has none of the five senses when it comes out the box, meaning the sensing/machine vision, software and dexterous tool are crucial add-ons.
  • 3. Goods-to-person movement through AGVs: Autonomous Guided Vehicles are typically used for goods-to-person movement.

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

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

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

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

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

Warehouse Automation Market Share

Key Players Analyzed

  • Material Handling Equipment: Dematic, Daifuku, SSI Schafer, Honeywell Intelligrated, Murata Machinery, FIVES, Körber, Savoye, Witron, Beumer Group, Swisslog, TGW, Interlake Mecalux, Knapp, OPEX Corporation, Westfalia, Vanderlande, MHS Global, Bastian Solutions, SIASUN, KPI Solutions, Lodige, Kardex, Jungheinrich, Dambach, PSB Intralogistics, Gudel, Symbotic
  • AGV/AMR: Geek+, Quicktron (Flashhold), Amazon Robotics (Kiva System), Grey Orange, HikRobots, MiR, inVia Robotics, Guidance Automation, IAM Robotics, EiraTech Robotics, Aethon, 6 River Systems (Shopify), Caja System, Cobalt , Sherpa (Norcan), Syrius Robotics, Locus Robotics, Matthews Automation Solutions, Waypoint Robotics, iFuture Robotics , SMP Robotics, Milvus Robotics, ALOG Tech, Vecna Robotics, Fetch Robotics, Tompkins Robotics, Scallog, MegVII, Malu Innovation, EuroTec (Lowpad), Cohesio Group (Korber), OTTO Motors (Clearpath Robotics), BLEUM, Ubiquity Robotics, Neobotix, IQ Robotics, Next Shift Robotics, KnightScope, Magazino, Intelligent Robots, Yandex, Savioke, Gideon Brothers, The Hi-Tech Robotic Systemz Ltd., ForwardX , Omron Adept, Milrem Robotics, Cainiao, Cohesio, DS Automation, Ro-ber, Rocla AGV, Active Space Automation, AgiLox, John Bean Technologies Corporation (JBT), AGVE Group, EK Automation, Transbotics (SCOTT), ESTI Mobile Robotics, America in Motion (AIM), Kivnon, Oceaneering AGV, Casun, Savant Automation, AGV International, Creform, PAL Robotics, Pulse Integration
  • Warehouse Management System (WMS): AFS Technologies, Aptean, Consafe Logistics, DataByte, Davanti, Deposco, DSI, Ehrhardt + Partner Group, EVS, Generix Group, HAL, Hardis Group, HighJump, inconso, Infor, Iptor, Blue Yonder, Made4net, Manhattan Associates, Mantis, Mecalux Software, Microlistics, Oracle, Reply, SAP, Softeon, SSI SCHÄFER IT, Synergy Logistics, Tecsys, Tradelink, TTX, Vinculum, vTradEx, Savant Software, envista, Fishbowl
  • Micro-Fulfillment: Takeoff Technologies, Fabric, Dematic, Knapp, Murata Machinery, Alert Innovation, Opex Corporation, Attabotics, Autostore, Exotec, Swisslog, Clevron, i-collector, Storojet, Konecranes, Ocado Technology, Pulse Integration, Geek+, Hai Robotics, Urbx Logistics, Nano Fulfillment
  • Piece Picking Robots: Righthand Robotics, Kindred AI, Knapp, Universal Robotics, Berkshire Grey, Plus One Robotics, XYZ Robotics, Swisslog, Grey Orange, OSARO, Dematic, Nimble, Fizyr
  • Last Mile Delivery: Myrmex Robotics, Cleveron, Starship Robots, Nuro, Refraction AI, LogiNext, PostMates, Bringg, Matternet, what3words, Deliv, Roadie, Routific, Gatik AI, iMile, Robby Technologies, Marble.io, BoxBot
  • Automatic Identification and Data Capture (AIDC): Zebra Technologies, Datalogic, Cognex, SATO, Honeywell AIDC, SICK, BLUEBIRD, DENSO, Panasonic, Toshiba TEC, TSC, CASIO, SNBC, AVERY DENNISON, NCR, Scan Source, Newland America, CAB, EPSON, Unitech, M3 Mobile
  • Autonomy Service Providers (ASP): Covariant AI, Brain Corp, Balyo, Mov AI, Amazon Canvas, WIBOTIC, Realtime Robotics, Seegrid, Kollmorgen, Oceaneering, MEGVII, MOVEL AI, PerceptIn, RoboCV, Robominds, SlamTec, Freedom Robotics, Humatics, Clearpath Robotics, Bluebotics, ASI, Exyn Technologies, BITO Robotics, Vecna Robotics, Robust AI, Stanley Innovation, Southie Autonomy
  • Warehouse Drones: PINC Solutions, Drone Delivery Canada, Dronescan, Eyesee Drone, Infinium Robotics, Matternet, Workhorse Group, Skycart, Skysense, Zipline, Flirtey, Flytrex, Altitude Angel, Airmap, H3 Dynamics, Edronic, Cheetah Logistics Technology, Multirotor, Skyward.io, Unify, Sensefly, Volocopter GmbH, Ehang, Uber

What will you get in this report?

  • 500+ Pages and 290+ Exhibits Market Report for 7 major Industry Verticals and 10 Technologies
  • A bottom-up analysis of Warehouse Automation market for 20+ countries and regions
  • In-depth analysis of 700 companies in the ecosystem with more than 140 company profiles
  • Focus Group Discussion with 100+ key industry stakeholders across the value chain to collect the first-hand information to validate our analysis
  • Excel file with a pivot modelling and 350+ market tables including forecast till 2028
  • 2 Analyst Sessions to brainstorm further
  • Investment details with 150+ M&A and 750+ funding deals
  • LogisticsIQ™ Exclusive Market Map (650+ Players across 15+ categories)

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 - Dürr Group
  • 14.52. Shanghai Seer Intelligent Technology Corporation (SEER)
  • 14.53. FlexQube
  • 14.54. Continental Mobile Robots
  • 14.55. IDEALworks GmbH

15. Autonomy Service Providers (ASP)

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

16. Machine Vision & Imaging

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

17. Disinfection Robots

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

18. Retail Robots

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

19. Indoor Delivery Robots

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

20. Security and Inspection Robots

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

21. Tele-operated / Telepresence Robots

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

22. Cleaning Robots

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

23. Hospital Support Robots

  • 23.1. Revotonix L.L.C
  • 23.2. Jetbrain

24. Agriculture Robots

  • 24.1. Bogaerts
  • 24.2. Harvest Automation

25. Battery & Chargers

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

26. Key Components

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

27. Piece Picking Robots

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

28. Warehouse Management System Providers

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

29. Automatic Identification and Data Capture (AIDC)

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

30. Warehouse Drones

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

31. Delivery Robots

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