インテリジェント・プロセス・オートメーション市場：技術、コンポーネント、用途、業界別-2024年～2030年の世界予測

インテリジェント・プロセス・オートメーション市場規模は2023年に134億6,000万米ドルと推計され、2024年には155億4,000万米ドルに達し、CAGR 15.63％で2030年には372億3,000万米ドルに達すると予測されています。

インテリジェント・プロセス・オートメーション（IPA）は、ロボティック・プロセス・オートメーション（RPA）と人工知能（AI）および機械学習技術を融合させた自動化の発展形態であり、人間の行動を模倣する一方で、新しいプロセスや例外を学習して適応できるシステムを構築します。ルールに基づく自動化と認知的要素を組み合わせることで、IPAは定型的で反復的なタスクや、知覚、判断、意思決定を必要とするタスクの自動化を可能にします。ビジネス・プロセスの自動化とデータ分析・意思決定の改善に対する需要の高まりが、市場成長の原動力となっています。さらに、業界全体におけるデジタルトランスフォーメーションへの取り組みの高まりと、業務効率化への注力の高まりが、市場の前進を後押ししています。IPA市場の成長は、その潜在性にもかかわらず、初期導入コストの高さやデータプライバシーとセキュリティに対する懸念など、限界と課題に直面しています。さらに、コグニティブ・オートメーションの強化、モノのインターネット（IoT）との統合、クラウドベースのソリューションの利用拡大、業界特化型IPAソリューションの開拓が、市場拡大の新たな道を開いています。

テクノロジー予測精度とモデリング機能のための機械学習とディープラーニングの採用拡大

ロボティック・プロセス・オートメーション（RPA）ツールと呼ばれるボットは、人間のユーザーの行動を模倣することで、ルールに基づいた反復作業を自動化するように設計されたソフトウェア・アプリケーションです。ボットは、データ入力、フォーム入力、基本的な顧客サービスなど、大量かつ複雑性の低いタスクに特に有用です。ボットは時間とコストを大幅に節約し、人間のミスを減らし、従業員がより複雑で付加価値の高い活動に集中できるようにします。コンピューター・ビジョン技術により、機械は人間の視覚と同様に、周囲の世界からの視覚入力に基づいて解釈し、意思決定を行うことができます。品質検査、監視、自律走行車など、さまざまな用途で利用されています。製造業や小売業など、視覚認識タスクが必要な産業は、コンピューター・ビジョン技術を採用する理想的な候補です。機械学習（ML）と深層学習（DL）は、アルゴリズムと統計モデルを含むAIのサブセットであり、コンピュータが経験を積むことでタスクを改善できるようにします。ML/DLは、パターン認識、予測分析、複雑な意思決定プロセスに特に有益です。NLPテクノロジーは、コンピュータが人間の言葉を理解し、解釈し、意味のある形で生成することを可能にします。音声認識、言語翻訳、感情分析などのアプリケーションで広く使用されています。小売業や銀行業など、顧客サービスに重点を置く業界では、チャットボットやバーチャルアシスタントのNLP機能が顧客とのやり取りを改善するために大きな利益をもたらしています。ニューラルネットワークはディープラーニングの中核をなす要素で、人間の脳にあるニューロンの生物学的ネットワークに着想を得ています。パターンを認識し、データ駆動型の意思決定を行うことに長けています。画像認識や音声認識、金融や研究における複雑な分析を探求している組織は、ニューラルネットワークが特に有益であることを見出しています。バーチャル・エージェントは、AIを搭載したソフトウェア・アプリケーションで、人間の介入なしに、人間のユーザーと会話を行い、問題を解決したり、情報を提供したり、適切なリソースに誘導したりすることができます。通信、eコマース、旅行サービスなど、顧客とのインタラクションが多いモデルでは、24時間365日のサポートを通じて顧客満足度を高め、大規模なカスタマーサービス・チームの必要性を軽減するためにバーチャル・エージェントが使用されています。

アプリケーション自動化を向上させるために、ITオペレーションにAI機能を強化・統合する

アプリケーション管理とは、ソフトウェア・アプリケーションを監督し、効率を向上させるための人工知能と機械学習技術の活用を指します。これには、さまざまなプラットフォームや環境にまたがるソフトウェア・デリバリーと運用プロセスの自動化が含まれます。ビジネス・プロセス・オートメーション（BPA）は、IPAの原則を活用して、顧客サービス、データ管理、人事など、さまざまな社内ビジネス・プロセスを合理化・強化します。企業は、コスト削減や効率化を図り、従業員が価値の高い業務に集中できるよう、BPAに注力しています。インテリジェント・プロセス・オートメーションの領域では、コンテンツ管理とは、デジタルコンテンツを効率的に管理するためのAIの活用を指します。これには、コンテンツの作成、保存、配信、非構造化データからのデータ抽出と分類が含まれます。IT運用では、監視、保守、システム更新、ネットワーク管理などのルーチン・タスクの自動化と改善において、IPAが重要な役割を果たします。運用は問題を先取りし、最小限の人的介入で是正するよう最適化されます。セキュリティは、デジタル資産を保護するためにIPA技術を採用する最前線にいます。AI主導のセキュリティ・ソリューションは、人間の能力を超えるスピードと規模で脅威を検知し、行動パターンを分析し、インシデントに対応することができます。

地域別の洞察

米国とカナダを含む米国地域では、IPAの採用は、絶え間ないイノベーションと効率性を求める競争の激しいビジネス環境によって推進されています。消費者のニーズの中心は、パーソナライズされた、迅速で信頼性の高いサービス提供であり、これが企業にIPAソリューションへの多額の投資を促しています。顧客の購買行動は、拡張性と既存のインフラとの統合を約束するソリューションを強く好むことを示しています。欧州連合（EU）のIPA導入は、一般データ保護規則（GDPR）を含む強力な規制の枠組みを中心に構成されており、個人データに関するプロセス自動化への企業の取り組み方に影響を与えています。欧州連合諸国には、データ・セキュリティと倫理的なAIの使用に高い期待を寄せる多様な消費者層がいます。購買行動では、厳格なデータ保護法に準拠したIPAソリューションが好まれます。中東は、スマートシティ・イニシアチブへの多額の投資で関心が急増しており、不動産、銀行、政府サービスなどの分野でIPAソリューションの強力な市場があることを示唆しています。APAC地域は、AIと関連技術への大規模な投資によって証明されています。同市場の特徴は、テクノロジーに精通し、AIの導入に前向きな消費者です。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスは、インテリジェント・プロセス・オートメーション市場の評価において極めて重要です。事業戦略や製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件に沿った十分な情報に基づいた意思決定を行うことができます。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、インテリジェント・プロセス・オートメーション市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1.市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2.市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3.市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4.競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力について徹底的な評価を行います。

5.製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1.インテリジェント・プロセス・オートメーション市場の市場規模および予測は？

2.インテリジェント・プロセス・オートメーション市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3.インテリジェント・プロセス・オートメーション市場の技術動向と規制枠組みは？

4.インテリジェント・プロセス・オートメーション市場における主要ベンダーの市場シェアは？

5.インテリジェント・プロセス・オートメーション市場への参入に適した形態や戦略的手段は？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 変化する労働環境に対する自動化手順の選択ペースの高まり
    • 中小企業の戦略的投資の拡大
    • AIとロボティック・プロセス・オートメーションの人気の高まり
  • 抑制要因
    • 初期投資額が高く、一部の組織からの受け入れが限られている
  • 機会
    • ハイパーオートメーションがインテリジェント・プロセス・オートメーションの未来を形作る
    • インテリジェントオートメーションにおけるコンピュータビジョンの成長分野
  • 課題
    • 熟練した専門家の不足とセキュリティ上の懸念
• 市場セグメンテーション分析
  • テクノロジー：予測精度とモデリング機能の向上を目指した機械学習とディープラーニングの導入が増加
  • アプリケーション：IT運用におけるAI機能の強化と統合による自動化の向上
• 市場動向分析
• ロシア・ウクライナ紛争の累積的影響
• 高インフレの累積的影響
• ポーターのファイブフォース分析
• バリューチェーンとクリティカルパス分析
• 規制枠組みの分析
• 顧客のカスタマイズ

第6章 インテリジェント・プロセス・オートメーション市場：技術別

• ボット
• コンピュータビジョン
• 機械学習とディープラーニング
• 自然言語処理
• ニューラルネットワーク
• 仮想エージェント

第7章 インテリジェント・プロセス・オートメーション市場：コンポーネント別

• サービス
• ソリューション

第8章 インテリジェント・プロセス・オートメーション市場：用途別

• アプリケーション管理
• ビジネスプロセス自動化
• コンテンツ管理
• ITオペレーション
• セキュリティ

第9章 インテリジェント・プロセス・オートメーション市場：業界別

• 英国
• ヘルスケアとライフサイエンス
• 製造業
• メディアとエンターテイメント
• 小売業と電子商取引
• 通信・IT
• 運輸・物流

第10章 南北アメリカのインテリジェント・プロセス・オートメーション市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域のインテリジェント・プロセス・オートメーション市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカのインテリジェント・プロセス・オートメーション市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス、2023
• 競合シナリオ分析
  • オートメーション・エニウェア、AIを活用したプロセス自動化のビジネス価値を最大化するための新たなベンチマークサービスを開始
  • Tecala、インテリジェントオートメーショングループrapidMATIONを買収
  • RobocorpとSiili Solutions PLCが次世代のインテリジェント・プロセス・オートメーションソリューションを推進するための提携を発表

第14章 競合ポートフォリオ

• 主要企業プロファイル
• 主要製品ポートフォリオ

LIST OF FIGURES

• FIGURE 1. INTELLIGENT PROCESS AUTOMATION MARKET RESEARCH PROCESS
• FIGURE 2. INTELLIGENT PROCESS AUTOMATION MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY REGION, 2023 VS 2030 (%)
• FIGURE 5. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. INTELLIGENT PROCESS AUTOMATION MARKET DYNAMICS
• FIGURE 7. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 8. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 9. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 10. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 11. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 12. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 13. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
• FIGURE 14. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 15. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 16. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 17. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 18. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 19. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 20. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 23. INTELLIGENT PROCESS AUTOMATION MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 24. INTELLIGENT PROCESS AUTOMATION MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. INTELLIGENT PROCESS AUTOMATION MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, 2018-2023 (USD MILLION)
• TABLE 4. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, 2024-2030 (USD MILLION)
• TABLE 5. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 6. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 7. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 8. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 9. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BOTS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 10. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BOTS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 11. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 12. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPUTER VISION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 13. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MACHINE AND DEEP LEARNING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 14. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MACHINE AND DEEP LEARNING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 15. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 16. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 17. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY NEURAL NETWORKS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 18. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY NEURAL NETWORKS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 19. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VIRTUAL AGENTS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 20. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VIRTUAL AGENTS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 21. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 22. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 23. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 24. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 25. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 26. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 27. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 28. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 29. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 30. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 31. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 32. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 33. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY ADVISORY/CONSULTING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 34. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY ADVISORY/CONSULTING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 35. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY DESIGN & IMPLEMENTATION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 36. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY DESIGN & IMPLEMENTATION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 37. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 38. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 39. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TRAINING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 40. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TRAINING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 41. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 42. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 43. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 44. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 45. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PLATFORM, BY REGION, 2018-2023 (USD MILLION)
• TABLE 46. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PLATFORM, BY REGION, 2024-2030 (USD MILLION)
• TABLE 47. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOFTWARE TOOL, BY REGION, 2018-2023 (USD MILLION)
• TABLE 48. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOFTWARE TOOL, BY REGION, 2024-2030 (USD MILLION)
• TABLE 49. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 50. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 51. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 52. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 53. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BUSINESS PROCESS AUTOMATION, BY REGION, 2018-2023 (USD MILLION)
• TABLE 54. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BUSINESS PROCESS AUTOMATION, BY REGION, 2024-2030 (USD MILLION)
• TABLE 55. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY CONTENT MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 56. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY CONTENT MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 57. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY IT OPERATIONS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 58. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY IT OPERATIONS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 59. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SECURITY, BY REGION, 2018-2023 (USD MILLION)
• TABLE 60. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SECURITY, BY REGION, 2024-2030 (USD MILLION)
• TABLE 61. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 62. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 63. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BFSI, BY REGION, 2018-2023 (USD MILLION)
• TABLE 64. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY BFSI, BY REGION, 2024-2030 (USD MILLION)
• TABLE 65. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2023 (USD MILLION)
• TABLE 66. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2024-2030 (USD MILLION)
• TABLE 67. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 68. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MANUFACTURING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 69. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 70. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 71. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 72. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 73. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TELECOMMUNICATIONS & IT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 74. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TELECOMMUNICATIONS & IT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 75. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TRANSPORT & LOGISTICS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 76. GLOBAL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TRANSPORT & LOGISTICS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 77. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 78. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 79. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 80. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 81. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 82. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 83. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 84. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 85. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 86. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 87. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 88. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 89. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 90. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 91. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 92. AMERICAS INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 93. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 94. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 95. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 96. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 97. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 98. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 99. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 100. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 101. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 102. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 103. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 104. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 105. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 106. ARGENTINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 107. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 108. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 109. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 110. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 111. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 112. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 113. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 114. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 115. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 116. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 117. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 118. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 119. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 120. BRAZIL INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 121. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 122. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 123. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 124. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 125. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 126. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 127. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 128. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 129. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 130. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 131. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 132. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 133. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 134. CANADA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 135. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 136. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 137. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 138. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 139. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 140. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 141. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 142. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 143. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 144. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 145. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 146. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 147. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 148. MEXICO INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 149. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 150. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 151. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 152. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 153. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 154. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 155. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 156. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 157. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 158. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 159. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 160. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 161. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 162. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 163. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
• TABLE 164. UNITED STATES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
• TABLE 165. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 166. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 167. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 168. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 169. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 170. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 171. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 172. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 173. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 174. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 175. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 176. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 177. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 178. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 179. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 180. ASIA-PACIFIC INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 181. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 182. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 183. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 184. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 185. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 186. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 187. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 188. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 189. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 190. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 191. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 192. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 193. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 194. AUSTRALIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 195. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 196. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 197. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 198. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 199. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 200. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 201. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 202. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 203. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 204. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 205. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 206. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 207. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 208. CHINA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 209. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 210. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 211. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 212. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 213. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 214. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 215. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 216. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 217. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 218. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 219. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 220. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 221. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 222. INDIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 223. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 224. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 225. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 226. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 227. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 228. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 229. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 230. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 231. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 232. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 233. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 234. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 235. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 236. INDONESIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 237. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 238. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 239. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 240. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 241. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 242. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 243. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 244. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 245. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 246. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 247. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 248. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 249. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 250. JAPAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 251. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 252. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 253. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 254. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 255. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 256. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 257. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 258. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 259. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 260. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 261. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 262. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 263. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 264. MALAYSIA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 265. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 266. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 267. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 268. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 269. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 270. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 271. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 272. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 273. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 274. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 275. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 276. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 277. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 278. PHILIPPINES INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 279. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 280. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 281. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 282. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 283. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 284. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 285. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 286. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 287. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 288. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 289. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 290. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 291. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 292. SINGAPORE INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 293. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 294. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 295. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 296. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 297. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2018-2023 (USD MILLION)
• TABLE 298. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SERVICES, 2024-2030 (USD MILLION)
• TABLE 299. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2018-2023 (USD MILLION)
• TABLE 300. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY PROFESSIONAL SERVICES, 2024-2030 (USD MILLION)
• TABLE 301. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2018-2023 (USD MILLION)
• TABLE 302. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY SOLUTION, 2024-2030 (USD MILLION)
• TABLE 303. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 304. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 305. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2018-2023 (USD MILLION)
• TABLE 306. SOUTH KOREA INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY VERTICAL, 2024-2030 (USD MILLION)
• TABLE 307. TAIWAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2018-2023 (USD MILLION)
• TABLE 308. TAIWAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY TECHNOLOGY, 2024-2030 (USD MILLION)
• TABLE 309. TAIWAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
• TABLE 310. TAIWAN INTELLIGENT PROCESS AUTOMATION MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
• TABLE 311. TAIWAN I

[197 Pages Report] The Intelligent Process Automation Market size was estimated at USD 13.46 billion in 2023 and expected to reach USD 15.54 billion in 2024, at a CAGR 15.63% to reach USD 37.23 billion by 2030.

Intelligent process automation (IPA) is a developed form of automation that amalgamates robotic process automation (RPA) with artificial intelligence (AI) and machine learning technologies to create systems capable of mimicking human actions while also learning and adapting to new processes and exceptions. By combining rules-based automation with cognitive elements, IPA enables the automation of routine and repetitive tasks and those that require perception, judgment, and decision-making. The increasing demand for automation in business processes and improved data analysis & decision-making drives the market growth. Additionally, the rise of digital transformation initiatives across industries and the growing focus on operational efficiency are propelling the market forward. Despite its potential, the growth of the IPA market faces limitations and challenges, including high initial implementation costs and concerns over data privacy and security. Furthermore, enhanced cognitive automation, integration with the Internet of Things (IoT), increased usage of cloud-based solutions, and the development of industry-specific IPA solutions are opening new avenues for market expansion.

Technology: Growing adoption of machine and deep learning for predictive accuracy and modeling capabilities

Bots, referred to as robotic process automation (RPA) tools, are software applications designed to automate repetitious, rule-based tasks by imitating the actions of a human user. Bots are particularly useful for high-volume, low-complexity tasks such as data entry, form filling, and basic customer service. Bots can provide substantial time and cost savings, reduce human blunder, and allow employees to focus on more complex, value-added activities. Computer vision technology allows machines to interpret and make decisions based on visual input from the world around them, akin to human vision. It is used in various applications such as quality inspection, surveillance, and autonomous vehicles. Industries that require visual recognition tasks, such as manufacturing or retail, are ideal candidates for adopting computer vision technologies. Machine Learning (ML) and Deep Learning (DL) are subsets of AI involving algorithms and statistical models that enable computers to improve at tasks with experience. ML/DL is particularly beneficial for pattern recognition, predictive analytics, and complex decision-making processes. NLP technologies enable computers to understand, interpret, and generate human language in a meaningful way. They are widely used in applications such as speech recognition, language translation, and sentiment analysis. Customer service-focused industries, such as retail and banking, benefit greatly from NLP capabilities in chatbots and virtual assistants to improve customer interactions. Neural networks are a core element of deep learning, inspired by the biological networks of neurons in the human brain. They are adept at recognizing patterns and making data-driven decisions. Organizations exploring image and speech recognition and complex analysis in finance and research find neural networks particularly beneficial. Virtual agents are AI-powered software applications capable of conducting conversations with human users to resolve issues, provide information, and direct them to appropriate resources without human intervention. High customer interaction models such as telecommunications, e-commerce, and travel services use virtual agents to boost customer satisfaction through 24/7 support and mitigating the need for large customer service teams.

Application: Enhancing & integrating AI capabilities in IT operations to improve automation

Application management refers to the usage of artificial intelligence and machine learning techniques to oversee and improve the efficiency of software applications. It involves the automation of software delivery and operational processes across different platforms and environments. Business process automation (BPA) leverages the principles of IPA to streamline and enhance various internal business processes, such as customer service, data management, and HR. Businesses focus on BPA to cut costs, enhance efficiency, and allow employees to concentrate on high-value tasks. In the realm of intelligent process automation, content management refers to the use of AI to manage digital content efficiently. This includes the creation, storage, and delivery of content and data extraction and classification from unstructured data. In IT operations, IPA plays a significant role in the automation and improvement of routine tasks such as monitoring, maintenance, system updates, and network management. Operations are optimized to preempt issues and rectify them with minimal human intervention. Security has been at the forefront of adopting IPA technologies to protect digital assets. AI-driven security solutions are capable of detecting threats, analyzing behavior patterns, and responding to incidents at a speed and scale beyond human capabilities.

Regional Insights

In the American region encompassing the United States & Canada, the adoption of IPA is driven by a highly competitive business landscape that demands constant innovation and efficiency. Consumer needs are centered around personalized, rapid, and reliable service delivery, which has propelled businesses to invest heavily in IPA solutions. Customer purchasing behavior indicates a strong preference for solutions that promise scalability and integration with existing infrastructure. The European Union's adoption of IPA is structured around its strong regulatory framework, including the General Data Protection Regulation (GDPR), which impacts how businesses approach process automation concerning personal data. European Union countries have a diverse consumer base with high expectations for data security and ethical AI use. Purchasing behavior favors IPA solutions that are compliant with stringent data protection laws. The Middle East shows burgeoning interest with significant investments in smart city initiatives, suggesting a strong market for IPA solutions in sectors such as real estate, banking, and government services. The APAC region is evidenced by its massive investment in AI and related technologies. The market is characterized by consumers who are technology-savvy and open to AI adoption.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Intelligent Process Automation Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Intelligent Process Automation Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Intelligent Process Automation Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Appian Corporation, Atos SE, Blue Prism Group PLC by SS&C Technologies Holdings, Inc., Capgemini SE, CGI Inc., Cognizant Technology Solutions Corporation, DXC Technology Company, ExlService Holdings, Inc., expert.ai S.p.A., Foundever, Genpact LLC, Happiest Minds Technologies, HCL Technologies Limited, Infosys Limited, International Business Machines Corporation, Laiye Technology, Pegasystems Inc., Robocorp, Tata Consultancy Services Limited, Tecala Group, Tech Mahindra Limited, UiPath, Inc., Wipro Limited, and Xerox Holdings Corporation.

Market Segmentation & Coverage

This research report categorizes the Intelligent Process Automation Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Technology
  • Bots
  • Computer Vision
  • Machine and Deep Learning
  • Natural Language Processing
  • Neural Networks
  • Virtual Agents

• Component
  • Services
    • Managed Services
    • Professional Services
      • Advisory/Consulting
      • Design & Implementation
      • Support & Maintenance
      • Training
  • Solution
    • Platform
    • Software Tool
• Application
  • Application Management
  • Business Process Automation
  • Content Management
  • IT Operations
  • Security

• Vertical
  • BFSI
  • Healthcare & Life Sciences
  • Manufacturing
  • Media & Entertainment
  • Retail & Ecommerce
  • Telecommunications & IT
  • Transport & Logistics

• Region
  • Americas
    • Argentina
    • Brazil
    • Canada
    • Mexico
    • United States
      • California
      • Florida
      • Illinois
      • New York
      • Ohio
      • Pennsylvania
      • Texas
  • Asia-Pacific
    • Australia
    • China
    • India
    • Indonesia
    • Japan
    • Malaysia
    • Philippines
    • Singapore
    • South Korea
    • Taiwan
    • Thailand
    • Vietnam

• Europe, Middle East & Africa
  • Denmark
  • Egypt
  • Finland
  • France
  • Germany
  • Israel
  • Italy
  • Netherlands
  • Nigeria
  • Norway
  • Poland
  • Qatar
  • Russia
  • Saudi Arabia
  • South Africa
  • Spain
  • Sweden
  • Switzerland
  • Turkey
  • United Arab Emirates
  • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Intelligent Process Automation Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Intelligent Process Automation Market?

3. What are the technology trends and regulatory frameworks in the Intelligent Process Automation Market?

4. What is the market share of the leading vendors in the Intelligent Process Automation Market?

5. Which modes and strategic moves are suitable for entering the Intelligent Process Automation Market?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Growing Selection Pace of Automation Procedure for Changing Work Environment
    • 5.1.1.2. Increasing Strategic Investment by Medium and Small-Sized Firms
    • 5.1.1.3. Growing Popularity of AI and Robotic Process Automation
  • 5.1.2. Restraints
    • 5.1.2.1. High Initial Investment and Limited Acceptance from Some Organizations
  • 5.1.3. Opportunities
    • 5.1.3.1. Hyperautomation Shaping the Future of Intelligent Process Automation
    • 5.1.3.2. Growing Field of Computer Vision in Intelligent Automation
  • 5.1.4. Challenges
    • 5.1.4.1. Unavailability of Skilled Professionals and Security Concerns
• 5.2. Market Segmentation Analysis
  • 5.2.1. Technology: Growing adoption of machine and deep learning for predictive accuracy and modeling capabilities
  • 5.2.2. Application: Enhancing & integrating AI capabilities in IT operations to improve automation
• 5.3. Market Trend Analysis
• 5.4. Cumulative Impact of Russia-Ukraine Conflict
• 5.5. Cumulative Impact of High Inflation
• 5.6. Porter's Five Forces Analysis
  • 5.6.1. Threat of New Entrants
  • 5.6.2. Threat of Substitutes
  • 5.6.3. Bargaining Power of Customers
  • 5.6.4. Bargaining Power of Suppliers
  • 5.6.5. Industry Rivalry
• 5.7. Value Chain & Critical Path Analysis
• 5.8. Regulatory Framework Analysis
• 5.9. Client Customization

6. Intelligent Process Automation Market, by Technology

• 6.1. Introduction
• 6.2. Bots
• 6.3. Computer Vision
• 6.4. Machine and Deep Learning
• 6.5. Natural Language Processing
• 6.6. Neural Networks
• 6.7. Virtual Agents

7. Intelligent Process Automation Market, by Component

• 7.1. Introduction
• 7.2. Services
• 7.3. Solution

8. Intelligent Process Automation Market, by Application

• 8.1. Introduction
• 8.2. Application Management
• 8.3. Business Process Automation
• 8.4. Content Management
• 8.5. IT Operations
• 8.6. Security

9. Intelligent Process Automation Market, by Vertical

• 9.1. Introduction
• 9.2. BFSI
• 9.3. Healthcare & Life Sciences
• 9.4. Manufacturing
• 9.5. Media & Entertainment
• 9.6. Retail & Ecommerce
• 9.7. Telecommunications & IT
• 9.8. Transport & Logistics

10. Americas Intelligent Process Automation Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Intelligent Process Automation Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Intelligent Process Automation Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
  • 13.3.1. Automation Anywhere Launches New Benchmarking Services to Help Companies Maximize the Business Value of AI-Powered Process Automation
  • 13.3.2. Tecala acquires intelligent automation group rapidMATION
  • 13.3.3. Robocorp and Siili Solutions PLC Announce Partnership to Drive Next-Generation Intelligent Process Automation Solutions

14. Competitive Portfolio

• 14.1. Key Company Profiles
• 14.2. Key Product Portfolio