市場調査レポート
商品コード
1126370

航空アナリティクスの世界市場規模、シェア、産業動向分析レポート:ビジネス機能別、エンドユーザー別(航空会社、空港、その他)、コンポーネント別(サービス、ソフトウェア)、アプリケーション別、地域別展望・予測、2022年~2028年

Global Aviation Analytics Market Size, Share & Industry Trends Analysis Report By Business Function, By End User (Airlines, Airports, and Others), By Component (Services and Software), By Application, By Regional Outlook and Forecast, 2022 - 2028

出版日: | 発行: KBV Research | ページ情報: 英文 286 Pages | 納期: 即納可能 即納可能とは

価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=155.85円
航空アナリティクスの世界市場規模、シェア、産業動向分析レポート:ビジネス機能別、エンドユーザー別(航空会社、空港、その他)、コンポーネント別(サービス、ソフトウェア)、アプリケーション別、地域別展望・予測、2022年~2028年
出版日: 2022年08月31日
発行: KBV Research
ページ情報: 英文 286 Pages
納期: 即納可能 即納可能とは
  • 全表示
  • 概要
  • 図表
  • 目次
概要

航空アナリティクスの世界市場規模は、予測期間中にCAGR11.5%で上昇し、2028年には56億米ドルに達すると予測されています。

選択した指標に関する結果の改善は航空アナリティクスによって保証され、収益漏れの減少、効率的かつ効果的な財務手続き、収益性の向上などの利点も提供されます。国際的な舞台で市場シェアを維持するために、企業は最新の航空アナリティクスを導入しています。

分析ツールの助けを借りて、航空会社は運営上の収益性と強力な売上高を保証することができます。利益、売上高、予測、市場競争力を集中的に調査し、企業が情報を収集、整理、評価し、後で使用するために保存するのを支援します。また、資産管理、コスト削減、ダウンタイム削減など、適切なデータを活用することで実現できます。企業は、消費者の動向や嗜好を把握し、ライバル企業の一歩先を行くことができるかもしれません。

COVID-19影響度分析

COVID-19の大流行により、航空業界に関わる政府や組織は、ウイルスの蔓延を阻止するために多くの厳しい管理を実施することを余儀なくされています。2020年第2四半期には、空港と航空交通が事実上停止し、世界中の航空業界に空港利用率の低下と経済的損失をもたらしました。多くの国が経済の大部分を徐々に再開し始めたにもかかわらず、様々な地域の他の多くの国は、新たな感染の波に対して脆弱なままであり、政府は再び一部または全体の閉鎖を課すに至っています。

市場の成長要因

構造化分析ソリューションの利用による企業プロセスの最適化に対する需要の高まり

航空業界における競争の激化により、世界規模で市場シェアを維持するために、企業は高度なデータ分析の利用を推奨されています。航空会社は、データ分析を利用することで、高い売上高と業務上の収益性を達成することができます。企業は、予測分析、販売分析、競合分析、収益性分析、信頼性分析などの分析ソリューションを使って、市場や顧客に関する膨大な量のデータを入手、整理、分析、保存、検索することができます。

航空産業で生成される膨大な量のデータ

航空業界で使用されるデータ量は膨大であり、維持・分析するのは困難です。2900万平方マイル以上の空域で、290万人以上の航空乗客と45000便以上のフライトがFAAの航空交通機関(ATO)により毎日提供されています。航空機1機には、センサーが30万以上の特性情報を収集しており、その中でもエンジンデータは最も重要なデータの一つです。これらの膨大なデータは、あらゆるビジネス上の意思決定に欠かせないものです。

市場抑制要因

この分野での熟練した専門家の不足

近年、ビッグデータ解析などのリアルタイム解析の利用が増加しており、解析スキルを持った人材が求められています。熟練した労働力の不足は、航空旅客輸送全体の急速な成長を止める可能性があります。また、データの利用・消費の増加にもかかわらず、熟練労働者の不足が航空アナリティクス市場の拡大を制約しており、これは既存のデータおよびアナリティクスの取り組みにとって大きな障害となっています。

ビジネス機能の展望

航空アナリティクス市場は、事業機能別に、セールス&マーケティング、財務、メンテナンス、修理&オペレーション、サプライチェーンに区分されます。2021年の航空アナリティクス市場では、財務部門が大きな収益シェアを獲得しました。空港の財務アナリティクスは、空港の収入、支出、収益性、支払債務&債権、収益性、資産、重要な財務比率など、さまざまなトピックをカバーしています。これらの要因から、空港はこの市場をますます受け入れ、支出するようになっています。

エンドユーザーの展望

エンドユーザーに基づいて、航空アナリティクス市場は、航空会社、空港、その他に分類されます。航空会社セグメントは、2021年に航空アナリティクス市場で最大の収益シェアを記録しました。世界中の航空会社が航空アナリティクスを利用しているのは、さまざまな商業用途で需要が高まっているためです。航空業界の成長を推進している主な理由には、航空旅行の人気の高まりや新しい航空旅行ルートの導入などがあります。

コンポーネントの展望

航空アナリティクス市場は、コンポーネントに基づいて、サービスとソフトウェアに二分されます。2021年の航空アナリティクス市場では、ソフトウェア部門が大きな収益シェアを獲得しました。これは、先進的なソリューションやソフトウェアの導入に向けた企業の投資が拡大していることに起因します。また、この市場におけるプレイヤーの数の増加は、そのような改良された製品の需要に貢献しています。それとともに、そのようなソフトウェアは、航空会社が業務を改善し、収益を向上させるのに役立つと思われます。

アプリケーションの展望

アプリケーションに基づいて、航空アナリティクス市場は、飛行リスク管理、在庫管理、燃料管理、収益管理、顧客分析およびナビゲーションサービスに分割されます。顧客アナリティクスセグメントは、2021年に航空アナリティクス市場で最大の収益シェアを獲得しました。これは、顧客ニーズに対応するための航空アナリティクスドローンのニーズが大きいためです。航空会社は、顧客の嗜好や行動を学ぶとともに、意思決定を強化するために予測分析を活用し、顧客中心主義を取り入れるために多額の投資を行っています。

地域別の展望

地域別では、航空アナリティクス市場は北米、欧州、アジア太平洋、LAMEAで分析されます。アジア太平洋地域は、2021年の航空アナリティクス市場において有望な収益シェアを獲得しています。この地域での航空機納入数の増加が、この拡大の原因であると考えられます。また、この地域の航空アナリティクスに対するニーズは、航空機の安全性強化やデジタル変革による航空事業活動の改善などに重点を置いて推進されると予測されます。過去数年間、この地域では航空産業が力強い成長を遂げており、これは主に機能効率の向上、顧客の期待の高まり、地域間でのコスト削減圧力の高まりによって後押しされています。

市場参加者がとっている主な戦略は、パートナーシップです。カーディナルマトリックスで提示された分析に基づいて、オラクル社、IBM社、SAP SEは航空アナリティクス市場の先駆者です。ゼネラルエレクトリック、アクセリアグループ、ラムコシステムズリミテッドなどの企業は、航空アナリティクス市場の主要な革新者のいくつかです。

目次

第1章 市場の範囲と調査手法

  • 市場の定義
  • 目的
  • 市場規模
  • セグメンテーション
    • 航空アナリティクスの世界市場、ビジネス機能別
    • 航空アナリティクスの世界市場、エンドユーザー別
    • 航空アナリティクスの世界市場、コンポーネント別
    • 航空アナリティクスの世界市場、アプリケーション別
    • 航空アナリティクスの世界市場、地域別
  • 調査手法

第2章 市場概要

  • イントロダクション
    • 概要の説明
      • 市場の構成とシナリオ
  • 市場に影響を与える主な要因
    • 市場促進要因
    • 市場抑制要因

第3章 競合分析-世界

  • KBVカーディナルマトリックス
  • 最近の業界全体の戦略的展開
    • パートナーシップ、コラボレーション、契約
    • 製品上市と製品拡張
    • 買収と合併
  • トップ・ウィニング・ストラテジー
    • 主要なリーディング戦略:割合の分布(2018-2022)
    • 主要戦略的動き:(パートナーシップ、コラボレーション&アグリーメント:2018年、8月~2022年、6月)主要プレイヤー

第4章 航空アナリティクスの世界市場:事業機能別

  • 世界のセールス&マーケティング市場:地域別
  • 世界の金融市場:地域別
  • メンテナンスの世界市場:地域別
  • 修理・オペレーションの世界市場:地域別
  • 世界のサプライチェーン市場:地域別

第5章 航空アナリティクスの世界市場:エンドユーザー別

  • 世界の航空会社の市場:地域別
  • 世界の空港の市場:地域別
  • その他の市場:地域別

第6章 航空アナリティクスの世界市場:コンポーネント別

  • サービスの世界市場:地域別
  • ソフトウェアの世界市場:地域別

第7章: 航空アナリティクスの世界市場:アプリケーション別

  • カスタマーアナリティクスの世界市場:地域別
  • フライトリスク管理の世界市場:地域別
  • 燃料管理の世界市場:地域別
  • 収益管理の世界市場:地域別
  • インベントリーマネジメントの世界市場:地域別
  • ナビゲーションサービスの世界市場:地域別

第8章 航空アナリティクスの世界市場:地域別

  • 北米
    • 北米の航空アナリティクス市場:国別
      • 米国
      • カナダ
      • メキシコ
      • 北米の残りの地域
  • 欧州
    • 欧州の航空アナリティクス市場:国別
      • ドイツ
      • 英国
      • フランス
      • ロシア
      • スペイン
      • イタリア
      • その他欧州
  • アジア太平洋地域
    • アジア太平洋地域の航空アナリティクス市場:国別
      • 中国
      • 日本
      • インド
      • 韓国
      • シンガポール
      • マレーシア
      • その他アジア太平洋地域
  • LAMEA
    • LAMEAの航空アナリティクス市場:国別
      • ブラジル
      • アルゼンチン
      • UAE
      • サウジアラビア
      • 南アフリカ共和国
      • ナイジェリア
      • LAMEAの他の地域

第9章 企業プロファイル

  • SAP SE
  • Oracle Corporation
  • IBM Corporation
  • General Electric(GE)Co.
  • Ramco Systems Limited
  • Accelya Group(Vista Equity Partners)
  • SAS Institute, Inc.
  • OAG Aviation Worldwide Limited
  • IGT Solutions Pvt. Ltd.
  • Mu Sigma, Inc.
図表

LIST OF TABLES

  • TABLE 1 Global Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 2 Global Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Aviation Analytics Market
  • TABLE 4 Product Launches And Product Expansions- Aviation Analytics Market
  • TABLE 5 Acquisition and Mergers- Aviation Analytics Market
  • TABLE 6 Global Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 7 Global Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 8 Global Sales & Marketing Market by Region, 2018 - 2021, USD Million
  • TABLE 9 Global Sales & Marketing Market by Region, 2022 - 2028, USD Million
  • TABLE 10 Global Finance Market by Region, 2018 - 2021, USD Million
  • TABLE 11 Global Finance Market by Region, 2022 - 2028, USD Million
  • TABLE 12 Global Maintenance Market by Region, 2018 - 2021, USD Million
  • TABLE 13 Global Maintenance Market by Region, 2022 - 2028, USD Million
  • TABLE 14 Global Repair & Operations Market by Region, 2018 - 2021, USD Million
  • TABLE 15 Global Repair & Operations Market by Region, 2022 - 2028, USD Million
  • TABLE 16 Global Supply Chain Market by Region, 2018 - 2021, USD Million
  • TABLE 17 Global Supply Chain Market by Region, 2022 - 2028, USD Million
  • TABLE 18 Global Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 19 Global Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 20 Global Airlines Market by Region, 2018 - 2021, USD Million
  • TABLE 21 Global Airlines Market by Region, 2022 - 2028, USD Million
  • TABLE 22 Global Airports Market by Region, 2018 - 2021, USD Million
  • TABLE 23 Global Airports Market by Region, 2022 - 2028, USD Million
  • TABLE 24 Global Others Market by Region, 2018 - 2021, USD Million
  • TABLE 25 Global Others Market by Region, 2022 - 2028, USD Million
  • TABLE 26 Global Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 27 Global Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 28 Global Services Market by Region, 2018 - 2021, USD Million
  • TABLE 29 Global Services Market by Region, 2022 - 2028, USD Million
  • TABLE 30 Global Software Market by Region, 2018 - 2021, USD Million
  • TABLE 31 Global Software Market by Region, 2022 - 2028, USD Million
  • TABLE 32 Global Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 33 Global Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 34 Global Customer Analytics Market by Region, 2018 - 2021, USD Million
  • TABLE 35 Global Customer Analytics Market by Region, 2022 - 2028, USD Million
  • TABLE 36 Global Flight Risk Management Market by Region, 2018 - 2021, USD Million
  • TABLE 37 Global Flight Risk Management Market by Region, 2022 - 2028, USD Million
  • TABLE 38 Global Fuel Management Market by Region, 2018 - 2021, USD Million
  • TABLE 39 Global Fuel Management Market by Region, 2022 - 2028, USD Million
  • TABLE 40 Global Revenue Management Market by Region, 2018 - 2021, USD Million
  • TABLE 41 Global Revenue Management Market by Region, 2022 - 2028, USD Million
  • TABLE 42 Global Inventory Management Market by Region, 2018 - 2021, USD Million
  • TABLE 43 Global Inventory Management Market by Region, 2022 - 2028, USD Million
  • TABLE 44 Global Navigation Services Market by Region, 2018 - 2021, USD Million
  • TABLE 45 Global Navigation Services Market by Region, 2022 - 2028, USD Million
  • TABLE 46 Global Aviation Analytics Market by Region, 2018 - 2021, USD Million
  • TABLE 47 Global Aviation Analytics Market by Region, 2022 - 2028, USD Million
  • TABLE 48 North America Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 49 North America Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 50 North America Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 51 North America Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 52 North America Sales & Marketing Market by Country, 2018 - 2021, USD Million
  • TABLE 53 North America Sales & Marketing Market by Country, 2022 - 2028, USD Million
  • TABLE 54 North America Finance Market by Country, 2018 - 2021, USD Million
  • TABLE 55 North America Finance Market by Country, 2022 - 2028, USD Million
  • TABLE 56 North America Maintenance Market by Country, 2018 - 2021, USD Million
  • TABLE 57 North America Maintenance Market by Country, 2022 - 2028, USD Million
  • TABLE 58 North America Repair & Operations Market by Country, 2018 - 2021, USD Million
  • TABLE 59 North America Repair & Operations Market by Country, 2022 - 2028, USD Million
  • TABLE 60 North America Supply Chain Market by Country, 2018 - 2021, USD Million
  • TABLE 61 North America Supply Chain Market by Country, 2022 - 2028, USD Million
  • TABLE 62 North America Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 63 North America Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 64 North America Airlines Market by Country, 2018 - 2021, USD Million
  • TABLE 65 North America Airlines Market by Country, 2022 - 2028, USD Million
  • TABLE 66 North America Airports Market by Country, 2018 - 2021, USD Million
  • TABLE 67 North America Airports Market by Country, 2022 - 2028, USD Million
  • TABLE 68 North America Others Market by Country, 2018 - 2021, USD Million
  • TABLE 69 North America Others Market by Country, 2022 - 2028, USD Million
  • TABLE 70 North America Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 71 North America Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 72 North America Services Market by Country, 2018 - 2021, USD Million
  • TABLE 73 North America Services Market by Country, 2022 - 2028, USD Million
  • TABLE 74 North America Software Market by Country, 2018 - 2021, USD Million
  • TABLE 75 North America Software Market by Country, 2022 - 2028, USD Million
  • TABLE 76 North America Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 77 North America Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 78 North America Customer Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 79 North America Customer Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 80 North America Flight Risk Management Market by Country, 2018 - 2021, USD Million
  • TABLE 81 North America Flight Risk Management Market by Country, 2022 - 2028, USD Million
  • TABLE 82 North America Fuel Management Market by Country, 2018 - 2021, USD Million
  • TABLE 83 North America Fuel Management Market by Country, 2022 - 2028, USD Million
  • TABLE 84 North America Revenue Management Market by Country, 2018 - 2021, USD Million
  • TABLE 85 North America Revenue Management Market by Country, 2022 - 2028, USD Million
  • TABLE 86 North America Inventory Management Market by Country, 2018 - 2021, USD Million
  • TABLE 87 North America Inventory Management Market by Country, 2022 - 2028, USD Million
  • TABLE 88 North America Navigation Services Market by Country, 2018 - 2021, USD Million
  • TABLE 89 North America Navigation Services Market by Country, 2022 - 2028, USD Million
  • TABLE 90 North America Aviation Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 91 North America Aviation Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 92 US Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 93 US Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 94 US Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 95 US Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 96 US Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 97 US Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 98 US Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 99 US Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 100 US Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 101 US Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 102 Canada Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 103 Canada Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 104 Canada Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 105 Canada Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 106 Canada Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 107 Canada Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 108 Canada Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 109 Canada Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 110 Canada Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 111 Canada Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 112 Mexico Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 113 Mexico Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 114 Mexico Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 115 Mexico Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 116 Mexico Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 117 Mexico Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 118 Mexico Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 119 Mexico Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 120 Mexico Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 121 Mexico Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 122 Rest of North America Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 123 Rest of North America Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 124 Rest of North America Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 125 Rest of North America Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 126 Rest of North America Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 127 Rest of North America Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 128 Rest of North America Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 129 Rest of North America Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 130 Rest of North America Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 131 Rest of North America Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 132 Europe Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 133 Europe Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 134 Europe Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 135 Europe Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 136 Europe Sales & Marketing Market by Country, 2018 - 2021, USD Million
  • TABLE 137 Europe Sales & Marketing Market by Country, 2022 - 2028, USD Million
  • TABLE 138 Europe Finance Market by Country, 2018 - 2021, USD Million
  • TABLE 139 Europe Finance Market by Country, 2022 - 2028, USD Million
  • TABLE 140 Europe Maintenance Market by Country, 2018 - 2021, USD Million
  • TABLE 141 Europe Maintenance Market by Country, 2022 - 2028, USD Million
  • TABLE 142 Europe Repair & Operations Market by Country, 2018 - 2021, USD Million
  • TABLE 143 Europe Repair & Operations Market by Country, 2022 - 2028, USD Million
  • TABLE 144 Europe Supply Chain Market by Country, 2018 - 2021, USD Million
  • TABLE 145 Europe Supply Chain Market by Country, 2022 - 2028, USD Million
  • TABLE 146 Europe Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 147 Europe Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 148 Europe Airlines Market by Country, 2018 - 2021, USD Million
  • TABLE 149 Europe Airlines Market by Country, 2022 - 2028, USD Million
  • TABLE 150 Europe Airports Market by Country, 2018 - 2021, USD Million
  • TABLE 151 Europe Airports Market by Country, 2022 - 2028, USD Million
  • TABLE 152 Europe Others Market by Country, 2018 - 2021, USD Million
  • TABLE 153 Europe Others Market by Country, 2022 - 2028, USD Million
  • TABLE 154 Europe Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 155 Europe Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 156 Europe Services Market by Country, 2018 - 2021, USD Million
  • TABLE 157 Europe Services Market by Country, 2022 - 2028, USD Million
  • TABLE 158 Europe Software Market by Country, 2018 - 2021, USD Million
  • TABLE 159 Europe Software Market by Country, 2022 - 2028, USD Million
  • TABLE 160 Europe Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 161 Europe Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 162 Europe Customer Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 163 Europe Customer Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 164 Europe Flight Risk Management Market by Country, 2018 - 2021, USD Million
  • TABLE 165 Europe Flight Risk Management Market by Country, 2022 - 2028, USD Million
  • TABLE 166 Europe Fuel Management Market by Country, 2018 - 2021, USD Million
  • TABLE 167 Europe Fuel Management Market by Country, 2022 - 2028, USD Million
  • TABLE 168 Europe Revenue Management Market by Country, 2018 - 2021, USD Million
  • TABLE 169 Europe Revenue Management Market by Country, 2022 - 2028, USD Million
  • TABLE 170 Europe Inventory Management Market by Country, 2018 - 2021, USD Million
  • TABLE 171 Europe Inventory Management Market by Country, 2022 - 2028, USD Million
  • TABLE 172 Europe Navigation Services Market by Country, 2018 - 2021, USD Million
  • TABLE 173 Europe Navigation Services Market by Country, 2022 - 2028, USD Million
  • TABLE 174 Europe Aviation Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 175 Europe Aviation Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 176 Germany Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 177 Germany Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 178 Germany Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 179 Germany Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 180 Germany Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 181 Germany Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 182 Germany Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 183 Germany Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 184 Germany Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 185 Germany Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 186 UK Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 187 UK Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 188 UK Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 189 UK Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 190 UK Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 191 UK Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 192 UK Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 193 UK Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 194 UK Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 195 UK Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 196 France Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 197 France Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 198 France Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 199 France Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 200 France Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 201 France Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 202 France Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 203 France Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 204 France Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 205 France Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 206 Russia Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 207 Russia Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 208 Russia Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 209 Russia Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 210 Russia Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 211 Russia Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 212 Russia Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 213 Russia Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 214 Russia Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 215 Russia Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 216 Spain Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 217 Spain Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 218 Spain Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 219 Spain Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 220 Spain Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 221 Spain Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 222 Spain Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 223 Spain Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 224 Spain Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 225 Spain Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 226 Italy Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 227 Italy Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 228 Italy Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 229 Italy Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 230 Italy Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 231 Italy Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 232 Italy Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 233 Italy Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 234 Italy Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 235 Italy Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 236 Rest of Europe Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 237 Rest of Europe Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 238 Rest of Europe Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 239 Rest of Europe Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 240 Rest of Europe Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 241 Rest of Europe Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 242 Rest of Europe Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 243 Rest of Europe Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 244 Rest of Europe Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 245 Rest of Europe Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 246 Asia Pacific Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 247 Asia Pacific Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 248 Asia Pacific Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 249 Asia Pacific Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 250 Asia Pacific Sales & Marketing Market by Country, 2018 - 2021, USD Million
  • TABLE 251 Asia Pacific Sales & Marketing Market by Country, 2022 - 2028, USD Million
  • TABLE 252 Asia Pacific Finance Market by Country, 2018 - 2021, USD Million
  • TABLE 253 Asia Pacific Finance Market by Country, 2022 - 2028, USD Million
  • TABLE 254 Asia Pacific Maintenance Market by Country, 2018 - 2021, USD Million
  • TABLE 255 Asia Pacific Maintenance Market by Country, 2022 - 2028, USD Million
  • TABLE 256 Asia Pacific Repair & Operations Market by Country, 2018 - 2021, USD Million
  • TABLE 257 Asia Pacific Repair & Operations Market by Country, 2022 - 2028, USD Million
  • TABLE 258 Asia Pacific Supply Chain Market by Country, 2018 - 2021, USD Million
  • TABLE 259 Asia Pacific Supply Chain Market by Country, 2022 - 2028, USD Million
  • TABLE 260 Asia Pacific Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 261 Asia Pacific Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 262 Asia Pacific Airlines Market by Country, 2018 - 2021, USD Million
  • TABLE 263 Asia Pacific Airlines Market by Country, 2022 - 2028, USD Million
  • TABLE 264 Asia Pacific Airports Market by Country, 2018 - 2021, USD Million
  • TABLE 265 Asia Pacific Airports Market by Country, 2022 - 2028, USD Million
  • TABLE 266 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
  • TABLE 267 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
  • TABLE 268 Asia Pacific Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 269 Asia Pacific Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 270 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
  • TABLE 271 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
  • TABLE 272 Asia Pacific Software Market by Country, 2018 - 2021, USD Million
  • TABLE 273 Asia Pacific Software Market by Country, 2022 - 2028, USD Million
  • TABLE 274 Asia Pacific Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 275 Asia Pacific Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 276 Asia Pacific Customer Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 277 Asia Pacific Customer Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 278 Asia Pacific Flight Risk Management Market by Country, 2018 - 2021, USD Million
  • TABLE 279 Asia Pacific Flight Risk Management Market by Country, 2022 - 2028, USD Million
  • TABLE 280 Asia Pacific Fuel Management Market by Country, 2018 - 2021, USD Million
  • TABLE 281 Asia Pacific Fuel Management Market by Country, 2022 - 2028, USD Million
  • TABLE 282 Asia Pacific Revenue Management Market by Country, 2018 - 2021, USD Million
  • TABLE 283 Asia Pacific Revenue Management Market by Country, 2022 - 2028, USD Million
  • TABLE 284 Asia Pacific Inventory Management Market by Country, 2018 - 2021, USD Million
  • TABLE 285 Asia Pacific Inventory Management Market by Country, 2022 - 2028, USD Million
  • TABLE 286 Asia Pacific Navigation Services Market by Country, 2018 - 2021, USD Million
  • TABLE 287 Asia Pacific Navigation Services Market by Country, 2022 - 2028, USD Million
  • TABLE 288 Asia Pacific Aviation Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 289 Asia Pacific Aviation Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 290 China Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 291 China Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 292 China Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 293 China Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 294 China Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 295 China Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 296 China Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 297 China Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 298 China Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 299 China Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 300 Japan Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 301 Japan Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 302 Japan Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 303 Japan Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 304 Japan Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 305 Japan Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 306 Japan Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 307 Japan Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 308 Japan Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 309 Japan Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 310 India Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 311 India Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 312 India Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 313 India Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 314 India Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 315 India Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 316 India Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 317 India Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 318 India Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 319 India Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 320 South Korea Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 321 South Korea Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 322 South Korea Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 323 South Korea Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 324 South Korea Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 325 South Korea Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 326 South Korea Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 327 South Korea Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 328 South Korea Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 329 South Korea Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 330 Singapore Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 331 Singapore Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 332 Singapore Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 333 Singapore Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 334 Singapore Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 335 Singapore Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 336 Singapore Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 337 Singapore Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 338 Singapore Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 339 Singapore Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 340 Malaysia Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 341 Malaysia Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 342 Malaysia Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 343 Malaysia Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 344 Malaysia Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 345 Malaysia Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 346 Malaysia Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 347 Malaysia Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 348 Malaysia Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 349 Malaysia Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 350 Rest of Asia Pacific Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 351 Rest of Asia Pacific Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 352 Rest of Asia Pacific Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 353 Rest of Asia Pacific Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 354 Rest of Asia Pacific Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 355 Rest of Asia Pacific Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 356 Rest of Asia Pacific Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 357 Rest of Asia Pacific Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 358 Rest of Asia Pacific Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 359 Rest of Asia Pacific Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 360 LAMEA Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 361 LAMEA Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 362 LAMEA Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 363 LAMEA Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 364 LAMEA Sales & Marketing Market by Country, 2018 - 2021, USD Million
  • TABLE 365 LAMEA Sales & Marketing Market by Country, 2022 - 2028, USD Million
  • TABLE 366 LAMEA Finance Market by Country, 2018 - 2021, USD Million
  • TABLE 367 LAMEA Finance Market by Country, 2022 - 2028, USD Million
  • TABLE 368 LAMEA Maintenance Market by Country, 2018 - 2021, USD Million
  • TABLE 369 LAMEA Maintenance Market by Country, 2022 - 2028, USD Million
  • TABLE 370 LAMEA Repair & Operations Market by Country, 2018 - 2021, USD Million
  • TABLE 371 LAMEA Repair & Operations Market by Country, 2022 - 2028, USD Million
  • TABLE 372 LAMEA Supply Chain Market by Country, 2018 - 2021, USD Million
  • TABLE 373 LAMEA Supply Chain Market by Country, 2022 - 2028, USD Million
  • TABLE 374 LAMEA Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 375 LAMEA Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 376 LAMEA Airlines Market by Country, 2018 - 2021, USD Million
  • TABLE 377 LAMEA Airlines Market by Country, 2022 - 2028, USD Million
  • TABLE 378 LAMEA Airports Market by Country, 2018 - 2021, USD Million
  • TABLE 379 LAMEA Airports Market by Country, 2022 - 2028, USD Million
  • TABLE 380 LAMEA Others Market by Country, 2018 - 2021, USD Million
  • TABLE 381 LAMEA Others Market by Country, 2022 - 2028, USD Million
  • TABLE 382 LAMEA Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 383 LAMEA Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 384 LAMEA Services Market by Country, 2018 - 2021, USD Million
  • TABLE 385 LAMEA Services Market by Country, 2022 - 2028, USD Million
  • TABLE 386 LAMEA Software Market by Country, 2018 - 2021, USD Million
  • TABLE 387 LAMEA Software Market by Country, 2022 - 2028, USD Million
  • TABLE 388 LAMEA Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 389 LAMEA Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 390 LAMEA Customer Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 391 LAMEA Customer Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 392 LAMEA Flight Risk Management Market by Country, 2018 - 2021, USD Million
  • TABLE 393 LAMEA Flight Risk Management Market by Country, 2022 - 2028, USD Million
  • TABLE 394 LAMEA Fuel Management Market by Country, 2018 - 2021, USD Million
  • TABLE 395 LAMEA Fuel Management Market by Country, 2022 - 2028, USD Million
  • TABLE 396 LAMEA Revenue Management Market by Country, 2018 - 2021, USD Million
  • TABLE 397 LAMEA Revenue Management Market by Country, 2022 - 2028, USD Million
  • TABLE 398 LAMEA Inventory Management Market by Country, 2018 - 2021, USD Million
  • TABLE 399 LAMEA Inventory Management Market by Country, 2022 - 2028, USD Million
  • TABLE 400 LAMEA Navigation Services Market by Country, 2018 - 2021, USD Million
  • TABLE 401 LAMEA Navigation Services Market by Country, 2022 - 2028, USD Million
  • TABLE 402 LAMEA Aviation Analytics Market by Country, 2018 - 2021, USD Million
  • TABLE 403 LAMEA Aviation Analytics Market by Country, 2022 - 2028, USD Million
  • TABLE 404 Brazil Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 405 Brazil Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 406 Brazil Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 407 Brazil Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 408 Brazil Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 409 Brazil Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 410 Brazil Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 411 Brazil Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 412 Brazil Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 413 Brazil Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 414 Argentina Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 415 Argentina Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 416 Argentina Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 417 Argentina Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 418 Argentina Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 419 Argentina Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 420 Argentina Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 421 Argentina Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 422 Argentina Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 423 Argentina Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 424 UAE Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 425 UAE Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 426 UAE Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 427 UAE Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 428 UAE Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 429 UAE Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 430 UAE Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 431 UAE Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 432 UAE Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 433 UAE Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 434 Saudi Arabia Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 435 Saudi Arabia Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 436 Saudi Arabia Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 437 Saudi Arabia Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 438 Saudi Arabia Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 439 Saudi Arabia Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 440 Saudi Arabia Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 441 Saudi Arabia Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 442 Saudi Arabia Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 443 Saudi Arabia Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 444 South Africa Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 445 South Africa Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 446 South Africa Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 447 South Africa Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 448 South Africa Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 449 South Africa Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 450 South Africa Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 451 South Africa Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 452 South Africa Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 453 South Africa Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 454 Nigeria Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 455 Nigeria Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 456 Nigeria Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 457 Nigeria Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 458 Nigeria Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 459 Nigeria Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 460 Nigeria Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 461 Nigeria Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 462 Nigeria Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 463 Nigeria Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 464 Rest of LAMEA Aviation Analytics Market, 2018 - 2021, USD Million
  • TABLE 465 Rest of LAMEA Aviation Analytics Market, 2022 - 2028, USD Million
  • TABLE 466 Rest of LAMEA Aviation Analytics Market by Business Function, 2018 - 2021, USD Million
  • TABLE 467 Rest of LAMEA Aviation Analytics Market by Business Function, 2022 - 2028, USD Million
  • TABLE 468 Rest of LAMEA Aviation Analytics Market by End User, 2018 - 2021, USD Million
  • TABLE 469 Rest of LAMEA Aviation Analytics Market by End User, 2022 - 2028, USD Million
  • TABLE 470 Rest of LAMEA Aviation Analytics Market by Component, 2018 - 2021, USD Million
  • TABLE 471 Rest of LAMEA Aviation Analytics Market by Component, 2022 - 2028, USD Million
  • TABLE 472 Rest of LAMEA Aviation Analytics Market by Application, 2018 - 2021, USD Million
  • TABLE 473 Rest of LAMEA Aviation Analytics Market by Application, 2022 - 2028, USD Million
  • TABLE 474 Key Information - SAP SE
  • TABLE 475 Key Information - Oracle Corporation
  • TABLE 476 Key information - IBM Corporation
  • TABLE 477 KEY INFORMATION - GENERAL ELECTRIC (GE) CO.
  • TABLE 478 Key Information - Ramco Systems Limited
  • TABLE 479 Key Information - Accelya Group
  • TABLE 480 Key information - SAS Institute, Inc.
  • TABLE 481 Key Information - OAG Aviation Worldwide Limited
  • TABLE 482 Key Information - IGT Solutions Pvt. Ltd.
  • TABLE 483 Key Information - Mu Sigma, Inc.

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 KBV Cardinal Matrix
  • FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
  • FIG 4 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2018, Aug - 2022, Jun) Leading Players
  • FIG 5 Global Aviation Analytics Market share by Business Function, 2021
  • FIG 6 Global Aviation Analytics Market share by Business Function, 2028
  • FIG 7 Global Aviation Analytics Market by Business Function, 2018 - 2028, USD Million
  • FIG 8 Global Aviation Analytics Market share by End User, 2021
  • FIG 9 Global Aviation Analytics Market share by End User, 2028
  • FIG 10 Global Aviation Analytics Market by End User, 2018 - 2028, USD Million
  • FIG 11 Global Aviation Analytics Market share by Component, 2021
  • FIG 12 Global Aviation Analytics Market share by Component, 2028
  • FIG 13 Global Aviation Analytics Market by Component, 2018 - 2028, USD Million
  • FIG 14 Global Aviation Analytics Market share by Application, 2021
  • FIG 15 Global Aviation Analytics Market share by Application, 2028
  • FIG 16 Global Aviation Analytics Market by Application, 2018 - 2028, USD Million
  • FIG 17 Global Aviation Analytics Market share by Region, 2021
  • FIG 18 Global Aviation Analytics Market share by Region, 2028
  • FIG 19 Global Aviation Analytics Market by Region, 2018 - 2028, USD Million
  • FIG 20 Recent strategies and developments: SAP SE
  • FIG 21 SWOT Analysis: SAP SE
  • FIG 22 SWOT analysis: Oracle Corporation
  • FIG 23 Recent strategies and developments: IBM Corporation
  • FIG 24 Swot analysis: IBM Corporation
  • FIG 25 Swot analysis: General electric (GE) Co.
  • FIG 26 Recent strategies and developments: Accelya Group
目次

The Global Aviation Analytics Market size is expected to reach $5.6 billion by 2028, rising at a market growth of 11.5% CAGR during the forecast period.

Activities related to the aviation industry and mechanical flight are included in aviation. Analytics refers to the methodical analysis of data or statistics by computation. A computational technique called aviation analytics gives end users access to historic airport operational data, weather forecasts, past flight data, and real-time flight data. It enables the processing of queries and predictive analysis on large aviation data sets. It mostly provides forecasts or answers based on enormous amounts of organized and unstructured aviation data.

The demand for crucial analytics by enterprises is driving growth in the aviation analytics industry. It aids businesses in increasing their portion of global profits. Businesses can improve performance, raise revenue and profit, and save costs associated with product manufacturing. A computational technology called aviation analytics gives end users access to data, data, or statistics on current and historical airport operations, weather forecasts, and historical & real-time flight data.

Improved results on chosen metrics are guaranteed by aviation analytics, which also offers advantages like reduced revenue leakage, efficient and effective financial procedures, and greater profitability. In order to maintain their market share on the international stage, corporations are implementing modern aviation analytics.

With the help of analytical tools, aviation companies may guarantee operational profitability and strong sales. It offers a concentrated examination of profits, sales, forecasts, and market rivalry to help businesses gather, organize, evaluate, and save the information for later use. Asset tracking, cost reduction, and downtime reduction may all be achieved with the right focus and data. Businesses may keep up with consumer trends and preferences to stay one step ahead of rivals.

COVID-19 Impact Analysis

Governments and organizations involved in the aviation industry have been compelled by the COVID-19 pandemic to implement a number of strict controls to stop the virus's spread. In the second quarter of 2020, airports and air traffic virtually stopped, causing drop-in airport traffic and financial losses for the aviation industry worldwide. Even though a number of nations have started to progressively reopen significant portions of their economies, many others in various regions remain vulnerable to new waves of infections, leading their governments to once again impose partial or total lockdowns.

Market Growth Factor

Rising Demand for Optimized Corporate Processes Via the Use of Structured Analytical Solutions

Companies are being encouraged to use advanced data analytics by the increased competition in the aviation sector to hold onto their market share on a worldwide scale. Aviation companies can accomplish high sales and operational profitability by using data analytics. Companies can obtain, organize, analyze, store, and retrieve vast amounts of data about their markets and customers using analytical solutions like forecast analysis, sales analysis, competitive analytics, profitability analysis, and reliability analytics.

Huge Amount of Data Generated in The Aviation Industry

The volume of data used in the aviation sector is significant and challenging to maintain and analyze. Over 2.9 million airline passengers and more than 45,000 flights are served daily by the FAA's Air Traffic Organization (ATO) throughout more than 29 million square miles of airspace. On a single airplane, sensors gather information on more than 300,000 characteristics, with engine data being among the most significant ones. These vast amounts of data are crucial for any business decision.

Market Restraining Factor

Lack of Skilled Professionals in The Sector

A workforce with analytical skills is required with the recent increase in the usage of real-time analytical solutions including "Big Data" analytics. The lack of a skilled workforce may be able to stop the rapid growth in overall aviation passenger traffic. Additionally, despite the increase in data usage and consumption, the expansion of the aviation analytics market is constrained by a lack of skilled workers, which is a significant roadblock to existing data and analytics efforts.

Business Function Outlook

By business function, the aviation analytics market is segmented into Sales & Marketing, Finance, Maintenance, Repair & Operations and Supply Chain. The finance segment garnered a significant revenue share in the aviation analytics market in 2021. Airport finance analytics covers a range of topics, including the airport's revenues, expenses, profitability, payables & receivables, profitability, assets, and important financial ratios. Owing to these factors, airports are embracing and spending in this market more and more.

End User Outlook

On the basis of end-user, the aviation analytics market is classified into Airlines, Airports and Others. The airline segment recorded the maximum revenue share in the aviation analytics market in 2021. Airlines all around the world are using aviation analytics due to the growing demand for them in a variety of commercial applications. Some of the key reasons propelling the growth of the airline industry include the rising popularity of air travel and the introduction of new air travel routes.

Component Outlook

Based on component, the aviation analytics market is bifurcated into Service and Software. The software segment acquired a significant revenue share in the aviation analytics market in 2021. It is due to the growing investment by companies in the adoption of advanced solutions and software. In addition, the rise in the number of players in this market is contributing to the demand for such improved products. Along with that, such software would help aviation companies to improve their operations and boost their revenue.

Application Outlook

Based on application, the aviation analytics market is divided into Flight Risk Management, Inventory Management, Fuel Management, Revenue Management, Customer Analytics and Navigation Services. The customer analytics segment acquired the maximum revenue share in the aviation analytics market in 2021. It is due to the significant need for aviation analytics drones to meet customer needs. The airlines are making significant investments in learning about customer preferences and behavior as well as embracing customer-centricity by utilizing predictive analytics to enhance decision-making.

Regional Outlook

Region-wise, the aviation analytics market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Asia Pacific garnered a promising revenue share in the aviation analytics market in 2021. The rising number of aircraft deliveries in the area can be blamed for this expansion. The region's need for aviation analytics is also anticipated to be driven by factors like the focus on enhancing aircraft safety and the improvement of aviation business activities via digital transformation. Over the last few years, the region has seen the aviation industry experience strong growth, which has been primarily fueled by improvements in functional efficiency, increased customer expectations, and increasing pressure to reduce costs across regions.

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Oracle Corporation, IBM Corporation, SAP SE are the forerunners in the Aviation Analytics Market. Companies such as General Electric, Accelya Group, Ramco Systems Limited are some of the key innovators in Aviation Analytics Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include SAP SE, Oracle Corporation, IBM Corporation, General Electric (GE) Co., Ramco Systems Limited, Accelya Group (Vista Equity Partners), SAS Institute, Inc., OAG Aviation Worldwide Limited, IGT Solutions Pvt. Ltd. and Mu Sigma, Inc.

Recent Strategies Deployed in Aviation Analytics Market

Partnerships, Collaborations and Agreements:

Jun-2022: OAG formed a partnership with The Pacific Asia Travel Association (PATA). This partnership aimed to offer PATA members better access to unique and reliable aviation data via the PATAmPOWER platform. In addition, the partnership would also allow both organizations to deliver more insight and intelligence to the Asia Pacific visitor economy, via analysis, events, and further data collaboration.

May-2022: Ramco Systems entered into a partnership with Brunei Shell Petroleum, the largest oil and gas company in Brunei Darussalam. Under this partnership, Ramco would deploy its Aviation, Aerospace, and Defense software for Brunei Shell Petroleum. In addition, Ramco's Aviation Software would provide BSP modules covering Maintenance, Maintenance Inventory for Aviation, Safety & Quality, Flight Operations, CAMO, and Technical Records, offering BSP with a next-gen digital platform for real-time data visibility across companies and aircraft readiness management.

May-2022: SAS Institute formed a partnership with iCoupon, the leading digital vouchering platform in airports worldwide. This partnership aimed to offer the airline and its customers more access to its top digital vouchering platform. Together, the companies would deploy its automated vouchering system into SAS's prevailing operations, providing an easy, streamlined vouchering solution for passengers on flights that have been delayed.

Apr-2022: GE Aviation formed a partnership with BAE Systems, a British multinational arms, security, and aerospace company. Under this partnership, GE Aviation selected BAE Systems to develop, test, and supply energy management elements for GE's recently announced megawatt (MW) class hybrid electric propulsion system in development.

Mar-2022: Ramco Systems entered into a partnership with Alan AI, a Silicon Valley company enabling the next generation of voice assistants for Enterprise Apps. This partnership aimed to embed in-app voice assistants for its enterprise portfolios. In addition, the partnership would build business use cases for the Aviation, Aerospace & Defense sector, followed by use cases for other industry verticals.

Mar-2022: Oracle teamed up with ISA, a leading UAE-based provider of advanced technology solutions. Under this collaboration, ISA would migrate its mission-critical systems to Oracle Cloud Infrastructure (OCI) to develop a resilient business operation, which would successfully handle fluctuating travel demands leading to the pandemic.

Feb-2022: GE Aviation came into a partnership with Boeing, an American multinational corporation. This partnership aimed to complement flight tests of its hybrid electric propulsion system including a modified Saab 340B aircraft and CT7-9B turboprop engines. In addition, GE Aviation would get system integration, aeroplane modification, and flight-testing services from Boeing and its subsidiary Aurora Flight Sciences.

Feb-2022: SAS Institute came into a partnership with TecCentric, Qatar's go-to provider for technology, cloud, security, and operation services, and OmniClouds. This partnership aimed to strengthen and inspire with the trusted analytics and have the capabilities and expertise to allow companies, big and small, and overall industries to use data-driven decision-making to fulfill forever-changing customer requirements and the dynamic business landscape.

Jan-2022: SAP SE extended its partnership with Icertis, a contract intelligence company. This partnership aimed to assist companies to boost efficiency, reduce risk and realize the full intent of their agreements. In addition, the partnership would include a financial investment from SAP in Icertis, which would lead to a joint product road map and better technological integration to offer enterprise-wide value like faster negotiations, better compliance, and AI-powered business insights and automation.

Dec-2021: Ramco System collaborated with Pathfinder Aviation, a heli-charter operator based in Alaska, the US. Under this collaboration, Pathfinder Aviation selected Ramco System's Aviation M&E MRO Suite V5.9 for integration as well as automation of a wide range of operations with a comprehensive solution to fulfill the business requirements.

Mar-2021: Accelya signed an agreement with Air France-KLM, a Franco-Dutch airline holding company. Through this agreement, the airline would be utilizing FLX Merchandise to provide dynamic fares for ancillaries (or paid options) and manage offers to clients booking flights via its direct and NDC channels.

Product Launches and Product Expansions:

Oct-2021: IBM unveiled a suite of environmental intelligence software. This suite would use AI to assist companies to prepare for and respond to weather and climate risks, which would disrupt business, more simply evaluate their own impact on the planet, and decrease the complication of regulatory compliance and reporting.

Acquisitions and Mergers:

Jul-2022: SAP SE completed the acquisition of Askdata, a startup focused on search-driven analytics. This acquisition aimed to strengthen SAP's ability to assist companies in take better-informed decisions by using AI-driven natural language searches. In addition, companies are empowered to search, communicate and collaborate on live data to optimize business insights.

Jul-2020: Accelya took over Farelogix, a leading provider of SaaS solutions for airline retailing and New Distribution Capability-enabled commerce. Through Farelogix, Accelya would boost customers' digital transformations and would offer a next-generation, Offer-to-Settlement airline commerce platform, involving a full suite of innovative retailing, distribution, and fulfillment solutions.

Scope of the Study

Market Segments covered in the Report:

By Business Function

  • Sales & Marketing
  • Finance
  • Maintenance
  • Repair & Operations
  • Supply Chain

By End User

  • Airlines
  • Airports
  • Others

By Component

  • Services
  • Software

By Application

  • Customer Analytics
  • Flight Risk Management
  • Fuel Management
  • Revenue Management
  • Inventory Management
  • Navigation Services

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • SAP SE
  • Oracle Corporation
  • IBM Corporation
  • General Electric (GE) Co.
  • Ramco Systems Limited
  • Accelya Group (Vista Equity Partners)
  • SAS Institute, Inc.
  • OAG Aviation Worldwide Limited
  • IGT Solutions Pvt. Ltd.
  • Mu Sigma, Inc.

Unique Offerings from KBV Research

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Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Aviation Analytics Market, by Business Function
    • 1.4.2 Global Aviation Analytics Market, by End User
    • 1.4.3 Global Aviation Analytics Market, by Component
    • 1.4.4 Global Aviation Analytics Market, by Application
    • 1.4.5 Global Aviation Analytics Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market Overview

  • 2.1 Introduction
    • 2.1.1 Overview
      • 2.1.1.1 Market Composition and Scenario
  • 2.2 Key Factors Impacting the Market
    • 2.2.1 Market Drivers
    • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

  • 3.1 KBV Cardinal Matrix
  • 3.2 Recent Industry Wide Strategic Developments
    • 3.2.1 Partnerships, Collaborations and Agreements
    • 3.2.2 Product Launches and Product Expansions
    • 3.2.3 Acquisition and Mergers
  • 3.3 Top Winning Strategies
    • 3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
    • 3.3.2 Key Strategic Move: (Partnerships, Collaborations & Agreements : 2018, Aug - 2022, Jun) Leading Players

Chapter 4. Global Aviation Analytics Market by Business Function

  • 4.1 Global Sales & Marketing Market by Region
  • 4.2 Global Finance Market by Region
  • 4.3 Global Maintenance Market by Region
  • 4.4 Global Repair & Operations Market by Region
  • 4.5 Global Supply Chain Market by Region

Chapter 5. Global Aviation Analytics Market by End User

  • 5.1 Global Airlines Market by Region
  • 5.2 Global Airports Market by Region
  • 5.3 Global Others Market by Region

Chapter 6. Global Aviation Analytics Market by Component

  • 6.1 Global Services Market by Region
  • 6.2 Global Software Market by Region

Chapter 7. Global Aviation Analytics Market by Application

  • 7.1 Global Customer Analytics Market by Region
  • 7.2 Global Flight Risk Management Market by Region
  • 7.3 Global Fuel Management Market by Region
  • 7.4 Global Revenue Management Market by Region
  • 7.5 Global Inventory Management Market by Region
  • 7.6 Global Navigation Services Market by Region

Chapter 8. Global Aviation Analytics Market by Region

  • 8.1 North America Aviation Analytics Market
    • 8.1.1 North America Aviation Analytics Market by Business Function
      • 8.1.1.1 North America Sales & Marketing Market by Country
      • 8.1.1.2 North America Finance Market by Country
      • 8.1.1.3 North America Maintenance Market by Country
      • 8.1.1.4 North America Repair & Operations Market by Country
      • 8.1.1.5 North America Supply Chain Market by Country
    • 8.1.2 North America Aviation Analytics Market by End User
      • 8.1.2.1 North America Airlines Market by Country
      • 8.1.2.2 North America Airports Market by Country
      • 8.1.2.3 North America Others Market by Country
    • 8.1.3 North America Aviation Analytics Market by Component
      • 8.1.3.1 North America Services Market by Country
      • 8.1.3.2 North America Software Market by Country
    • 8.1.4 North America Aviation Analytics Market by Application
      • 8.1.4.1 North America Customer Analytics Market by Country
      • 8.1.4.2 North America Flight Risk Management Market by Country
      • 8.1.4.3 North America Fuel Management Market by Country
      • 8.1.4.4 North America Revenue Management Market by Country
      • 8.1.4.5 North America Inventory Management Market by Country
      • 8.1.4.6 North America Navigation Services Market by Country
    • 8.1.5 North America Aviation Analytics Market by Country
      • 8.1.5.1 US Aviation Analytics Market
        • 8.1.5.1.1 US Aviation Analytics Market by Business Function
        • 8.1.5.1.2 US Aviation Analytics Market by End User
        • 8.1.5.1.3 US Aviation Analytics Market by Component
        • 8.1.5.1.4 US Aviation Analytics Market by Application
      • 8.1.5.2 Canada Aviation Analytics Market
        • 8.1.5.2.1 Canada Aviation Analytics Market by Business Function
        • 8.1.5.2.2 Canada Aviation Analytics Market by End User
        • 8.1.5.2.3 Canada Aviation Analytics Market by Component
        • 8.1.5.2.4 Canada Aviation Analytics Market by Application
      • 8.1.5.3 Mexico Aviation Analytics Market
        • 8.1.5.3.1 Mexico Aviation Analytics Market by Business Function
        • 8.1.5.3.2 Mexico Aviation Analytics Market by End User
        • 8.1.5.3.3 Mexico Aviation Analytics Market by Component
        • 8.1.5.3.4 Mexico Aviation Analytics Market by Application
      • 8.1.5.4 Rest of North America Aviation Analytics Market
        • 8.1.5.4.1 Rest of North America Aviation Analytics Market by Business Function
        • 8.1.5.4.2 Rest of North America Aviation Analytics Market by End User
        • 8.1.5.4.3 Rest of North America Aviation Analytics Market by Component
        • 8.1.5.4.4 Rest of North America Aviation Analytics Market by Application
  • 8.2 Europe Aviation Analytics Market
    • 8.2.1 Europe Aviation Analytics Market by Business Function
      • 8.2.1.1 Europe Sales & Marketing Market by Country
      • 8.2.1.2 Europe Finance Market by Country
      • 8.2.1.3 Europe Maintenance Market by Country
      • 8.2.1.4 Europe Repair & Operations Market by Country
      • 8.2.1.5 Europe Supply Chain Market by Country
    • 8.2.2 Europe Aviation Analytics Market by End User
      • 8.2.2.1 Europe Airlines Market by Country
      • 8.2.2.2 Europe Airports Market by Country
      • 8.2.2.3 Europe Others Market by Country
    • 8.2.3 Europe Aviation Analytics Market by Component
      • 8.2.3.1 Europe Services Market by Country
      • 8.2.3.2 Europe Software Market by Country
    • 8.2.4 Europe Aviation Analytics Market by Application
      • 8.2.4.1 Europe Customer Analytics Market by Country
      • 8.2.4.2 Europe Flight Risk Management Market by Country
      • 8.2.4.3 Europe Fuel Management Market by Country
      • 8.2.4.4 Europe Revenue Management Market by Country
      • 8.2.4.5 Europe Inventory Management Market by Country
      • 8.2.4.6 Europe Navigation Services Market by Country
    • 8.2.5 Europe Aviation Analytics Market by Country
      • 8.2.5.1 Germany Aviation Analytics Market
        • 8.2.5.1.1 Germany Aviation Analytics Market by Business Function
        • 8.2.5.1.2 Germany Aviation Analytics Market by End User
        • 8.2.5.1.3 Germany Aviation Analytics Market by Component
        • 8.2.5.1.4 Germany Aviation Analytics Market by Application
      • 8.2.5.2 UK Aviation Analytics Market
        • 8.2.5.2.1 UK Aviation Analytics Market by Business Function
        • 8.2.5.2.2 UK Aviation Analytics Market by End User
        • 8.2.5.2.3 UK Aviation Analytics Market by Component
        • 8.2.5.2.4 UK Aviation Analytics Market by Application
      • 8.2.5.3 France Aviation Analytics Market
        • 8.2.5.3.1 France Aviation Analytics Market by Business Function
        • 8.2.5.3.2 France Aviation Analytics Market by End User
        • 8.2.5.3.3 France Aviation Analytics Market by Component
        • 8.2.5.3.4 France Aviation Analytics Market by Application
      • 8.2.5.4 Russia Aviation Analytics Market
        • 8.2.5.4.1 Russia Aviation Analytics Market by Business Function
        • 8.2.5.4.2 Russia Aviation Analytics Market by End User
        • 8.2.5.4.3 Russia Aviation Analytics Market by Component
        • 8.2.5.4.4 Russia Aviation Analytics Market by Application
      • 8.2.5.5 Spain Aviation Analytics Market
        • 8.2.5.5.1 Spain Aviation Analytics Market by Business Function
        • 8.2.5.5.2 Spain Aviation Analytics Market by End User
        • 8.2.5.5.3 Spain Aviation Analytics Market by Component
        • 8.2.5.5.4 Spain Aviation Analytics Market by Application
      • 8.2.5.6 Italy Aviation Analytics Market
        • 8.2.5.6.1 Italy Aviation Analytics Market by Business Function
        • 8.2.5.6.2 Italy Aviation Analytics Market by End User
        • 8.2.5.6.3 Italy Aviation Analytics Market by Component
        • 8.2.5.6.4 Italy Aviation Analytics Market by Application
      • 8.2.5.7 Rest of Europe Aviation Analytics Market
        • 8.2.5.7.1 Rest of Europe Aviation Analytics Market by Business Function
        • 8.2.5.7.2 Rest of Europe Aviation Analytics Market by End User
        • 8.2.5.7.3 Rest of Europe Aviation Analytics Market by Component
        • 8.2.5.7.4 Rest of Europe Aviation Analytics Market by Application
  • 8.3 Asia Pacific Aviation Analytics Market
    • 8.3.1 Asia Pacific Aviation Analytics Market by Business Function
      • 8.3.1.1 Asia Pacific Sales & Marketing Market by Country
      • 8.3.1.2 Asia Pacific Finance Market by Country
      • 8.3.1.3 Asia Pacific Maintenance Market by Country
      • 8.3.1.4 Asia Pacific Repair & Operations Market by Country
      • 8.3.1.5 Asia Pacific Supply Chain Market by Country
    • 8.3.2 Asia Pacific Aviation Analytics Market by End User
      • 8.3.2.1 Asia Pacific Airlines Market by Country
      • 8.3.2.2 Asia Pacific Airports Market by Country
      • 8.3.2.3 Asia Pacific Others Market by Country
    • 8.3.3 Asia Pacific Aviation Analytics Market by Component
      • 8.3.3.1 Asia Pacific Services Market by Country
      • 8.3.3.2 Asia Pacific Software Market by Country
    • 8.3.4 Asia Pacific Aviation Analytics Market by Application
      • 8.3.4.1 Asia Pacific Customer Analytics Market by Country
      • 8.3.4.2 Asia Pacific Flight Risk Management Market by Country
      • 8.3.4.3 Asia Pacific Fuel Management Market by Country
      • 8.3.4.4 Asia Pacific Revenue Management Market by Country
      • 8.3.4.5 Asia Pacific Inventory Management Market by Country
      • 8.3.4.6 Asia Pacific Navigation Services Market by Country
    • 8.3.5 Asia Pacific Aviation Analytics Market by Country
      • 8.3.5.1 China Aviation Analytics Market
        • 8.3.5.1.1 China Aviation Analytics Market by Business Function
        • 8.3.5.1.2 China Aviation Analytics Market by End User
        • 8.3.5.1.3 China Aviation Analytics Market by Component
        • 8.3.5.1.4 China Aviation Analytics Market by Application
      • 8.3.5.2 Japan Aviation Analytics Market
        • 8.3.5.2.1 Japan Aviation Analytics Market by Business Function
        • 8.3.5.2.2 Japan Aviation Analytics Market by End User
        • 8.3.5.2.3 Japan Aviation Analytics Market by Component
        • 8.3.5.2.4 Japan Aviation Analytics Market by Application
      • 8.3.5.3 India Aviation Analytics Market
        • 8.3.5.3.1 India Aviation Analytics Market by Business Function
        • 8.3.5.3.2 India Aviation Analytics Market by End User
        • 8.3.5.3.3 India Aviation Analytics Market by Component
        • 8.3.5.3.4 India Aviation Analytics Market by Application
      • 8.3.5.4 South Korea Aviation Analytics Market
        • 8.3.5.4.1 South Korea Aviation Analytics Market by Business Function
        • 8.3.5.4.2 South Korea Aviation Analytics Market by End User
        • 8.3.5.4.3 South Korea Aviation Analytics Market by Component
        • 8.3.5.4.4 South Korea Aviation Analytics Market by Application
      • 8.3.5.5 Singapore Aviation Analytics Market
        • 8.3.5.5.1 Singapore Aviation Analytics Market by Business Function
        • 8.3.5.5.2 Singapore Aviation Analytics Market by End User
        • 8.3.5.5.3 Singapore Aviation Analytics Market by Component
        • 8.3.5.5.4 Singapore Aviation Analytics Market by Application
      • 8.3.5.6 Malaysia Aviation Analytics Market
        • 8.3.5.6.1 Malaysia Aviation Analytics Market by Business Function
        • 8.3.5.6.2 Malaysia Aviation Analytics Market by End User
        • 8.3.5.6.3 Malaysia Aviation Analytics Market by Component
        • 8.3.5.6.4 Malaysia Aviation Analytics Market by Application
      • 8.3.5.7 Rest of Asia Pacific Aviation Analytics Market
        • 8.3.5.7.1 Rest of Asia Pacific Aviation Analytics Market by Business Function
        • 8.3.5.7.2 Rest of Asia Pacific Aviation Analytics Market by End User
        • 8.3.5.7.3 Rest of Asia Pacific Aviation Analytics Market by Component
        • 8.3.5.7.4 Rest of Asia Pacific Aviation Analytics Market by Application
  • 8.4 LAMEA Aviation Analytics Market
    • 8.4.1 LAMEA Aviation Analytics Market by Business Function
      • 8.4.1.1 LAMEA Sales & Marketing Market by Country
      • 8.4.1.2 LAMEA Finance Market by Country
      • 8.4.1.3 LAMEA Maintenance Market by Country
      • 8.4.1.4 LAMEA Repair & Operations Market by Country
      • 8.4.1.5 LAMEA Supply Chain Market by Country
    • 8.4.2 LAMEA Aviation Analytics Market by End User
      • 8.4.2.1 LAMEA Airlines Market by Country
      • 8.4.2.2 LAMEA Airports Market by Country
      • 8.4.2.3 LAMEA Others Market by Country
    • 8.4.3 LAMEA Aviation Analytics Market by Component
      • 8.4.3.1 LAMEA Services Market by Country
      • 8.4.3.2 LAMEA Software Market by Country
    • 8.4.4 LAMEA Aviation Analytics Market by Application
      • 8.4.4.1 LAMEA Customer Analytics Market by Country
      • 8.4.4.2 LAMEA Flight Risk Management Market by Country
      • 8.4.4.3 LAMEA Fuel Management Market by Country
      • 8.4.4.4 LAMEA Revenue Management Market by Country
      • 8.4.4.5 LAMEA Inventory Management Market by Country
      • 8.4.4.6 LAMEA Navigation Services Market by Country
    • 8.4.5 LAMEA Aviation Analytics Market by Country
      • 8.4.5.1 Brazil Aviation Analytics Market
        • 8.4.5.1.1 Brazil Aviation Analytics Market by Business Function
        • 8.4.5.1.2 Brazil Aviation Analytics Market by End User
        • 8.4.5.1.3 Brazil Aviation Analytics Market by Component
        • 8.4.5.1.4 Brazil Aviation Analytics Market by Application
      • 8.4.5.2 Argentina Aviation Analytics Market
        • 8.4.5.2.1 Argentina Aviation Analytics Market by Business Function
        • 8.4.5.2.2 Argentina Aviation Analytics Market by End User
        • 8.4.5.2.3 Argentina Aviation Analytics Market by Component
        • 8.4.5.2.4 Argentina Aviation Analytics Market by Application
      • 8.4.5.3 UAE Aviation Analytics Market
        • 8.4.5.3.1 UAE Aviation Analytics Market by Business Function
        • 8.4.5.3.2 UAE Aviation Analytics Market by End User
        • 8.4.5.3.3 UAE Aviation Analytics Market by Component
        • 8.4.5.3.4 UAE Aviation Analytics Market by Application
      • 8.4.5.4 Saudi Arabia Aviation Analytics Market
        • 8.4.5.4.1 Saudi Arabia Aviation Analytics Market by Business Function
        • 8.4.5.4.2 Saudi Arabia Aviation Analytics Market by End User
        • 8.4.5.4.3 Saudi Arabia Aviation Analytics Market by Component
        • 8.4.5.4.4 Saudi Arabia Aviation Analytics Market by Application
      • 8.4.5.5 South Africa Aviation Analytics Market
        • 8.4.5.5.1 South Africa Aviation Analytics Market by Business Function
        • 8.4.5.5.2 South Africa Aviation Analytics Market by End User
        • 8.4.5.5.3 South Africa Aviation Analytics Market by Component
        • 8.4.5.5.4 South Africa Aviation Analytics Market by Application
      • 8.4.5.6 Nigeria Aviation Analytics Market
        • 8.4.5.6.1 Nigeria Aviation Analytics Market by Business Function
        • 8.4.5.6.2 Nigeria Aviation Analytics Market by End User
        • 8.4.5.6.3 Nigeria Aviation Analytics Market by Component
        • 8.4.5.6.4 Nigeria Aviation Analytics Market by Application
      • 8.4.5.7 Rest of LAMEA Aviation Analytics Market
        • 8.4.5.7.1 Rest of LAMEA Aviation Analytics Market by Business Function
        • 8.4.5.7.2 Rest of LAMEA Aviation Analytics Market by End User
        • 8.4.5.7.3 Rest of LAMEA Aviation Analytics Market by Component
        • 8.4.5.7.4 Rest of LAMEA Aviation Analytics Market by Application

Chapter 9. Company Profiles

  • 9.1 SAP SE
    • 9.1.1 Company Overview
    • 9.1.2 Financial Analysis
    • 9.1.3 Segmental and Regional Analysis
    • 9.1.4 Research & Development Expense
    • 9.1.5 Recent strategies and developments:
      • 9.1.5.1 Partnerships, Collaborations, and Agreements:
      • 9.1.5.2 Acquisition and Mergers:
    • 9.1.6 SWOT Analysis
  • 9.2 Oracle Corporation
    • 9.2.1 Company Overview
    • 9.2.2 Financial Analysis
    • 9.2.3 Segmental and Regional Analysis
    • 9.2.4 Research & Development Expense
    • 9.2.5 Recent strategies and developments:
      • 9.2.5.1 Partnerships, Collaborations, and Agreements:
    • 9.2.6 SWOT Analysis
  • 9.3 IBM Corporation
    • 9.3.1 Company Overview
    • 9.3.2 Financial Analysis
    • 9.3.3 Regional & Segmental Analysis
    • 9.3.4 Research & Development Expenses
    • 9.3.5 Recent strategies and developments:
      • 9.3.5.1 Partnerships, Collaborations, and Agreements:
      • 9.3.5.2 Product Launches and Product Expansions:
    • 9.3.6 SWOT Analysis
  • 9.4 General Electric (GE) Co.
    • 9.4.1 Company Overview
    • 9.4.2 Financial Analysis
    • 9.4.3 Segmental and Regional Analysis
    • 9.4.4 Research & Development Expense
    • 9.4.5 Recent strategies and developments:
      • 9.4.5.1 Partnerships, Collaborations, and Agreements:
    • 9.4.6 SWOT Analysis
  • 9.5 Ramco Systems Limited
    • 9.5.1 Company Overview
    • 9.5.2 Financial Analysis
    • 9.5.3 Regional Analysis
    • 9.5.4 Research & Development Expenses
    • 9.5.5 Recent strategies and developments:
      • 9.5.5.1 Partnerships, Collaborations, and Agreements:
  • 9.6 Accelya Group (Vista Equity Partners)
    • 9.6.1 Company Overview
    • 9.6.2 Recent strategies and developments:
      • 9.6.2.1 Partnerships, Collaborations, and Agreements:
      • 9.6.2.2 Acquisition and Mergers:
  • 9.7 SAS Institute, Inc.
    • 9.7.1 Company Overview
    • 9.7.2 Recent strategies and developments:
      • 9.7.2.1 Partnerships, Collaborations, and Agreements:
  • 9.8 OAG Aviation Worldwide Limited
    • 9.8.1 Company Overview
    • 9.8.2 Recent strategies and developments:
      • 9.8.2.1 Partnerships, Collaborations, and Agreements:
  • 9.9 IGT Solutions Pvt. Ltd.
    • 9.9.1 Company Overview
  • 9.10. Mu Sigma, Inc.
    • 9.10.1 Company Overview