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市場調査レポート
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1765411

光学式文字認識の世界市場

Optical Character Recognition


出版日
ページ情報
英文 266 Pages
納期
即日から翌営業日
適宜更新あり
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=150.05円
光学式文字認識の世界市場
出版日: 2025年07月09日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 266 Pages
納期: 即日から翌営業日
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  • 概要
  • 目次
概要

光学式文字認識の世界市場は2030年までに465億米ドルに達する見込み

2024年に208億米ドルと推定される光学式文字認識の世界市場は、2024年から2030年にかけて14.3%のCAGRで成長し、2030年には465億米ドルに達すると予測されます。本レポートで分析したセグメントの1つであるソフトウェアは、CAGR13.7%を記録し、分析期間終了時には337億米ドルに達すると予測されます。サービス分野の成長率は、分析期間中CAGR16.2%と推定されます。

米国市場は58億米ドルと推定、中国はCAGR13.7%で成長予測

米国の光学式文字認識市場は、2024年に58億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに72億米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは13.7%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ12.3%と12.2%と予測されています。欧州では、ドイツがCAGR 10.4%で成長すると予測されています。

世界の光学式文字認識(OCR)市場- 主要動向と促進要因まとめ

光学式文字認識(OCR)とは何か、なぜ現代の情報処理に不可欠なのか?

光学式文字認識(OCR)は、スキャンした紙文書、PDFファイル、デジタルカメラで撮影した画像など、さまざまな種類の文書を編集・検索可能なデジタルデータに変換するために使用される技術です。OCRシステムは、画像やスキャンした文書内の印刷文字や手書き文字の形や構造を分析し、機械が読めるテキストに変換します。この技術は、印刷物のデジタル化、データ入力の自動化、フォームからの情報抽出、テキスト読み上げ機能の実現など、さまざまな業界で広く利用されています。

OCRの重要性は、データへのアクセシビリティを高め、ワークフローを自動化し、さまざまな分野のデジタルトランスフォーメーション・イニシアチブをサポートする能力にあります。OCRは、物理的な文書をデジタルフォーマットに変換することで、組織の効率を改善し、手作業によるデータ入力エラーを減らし、より迅速な情報検索を促進します。銀行、ヘルスケア、教育、政府、物流など、正確で効率的かつ拡張性の高いデータ処理の必要性が高い業界で、OCRは重要な役割を果たしています。企業や機関が業務のデジタル化と合理化をますます追求する中、OCRは最新の文書管理、コンプライアンス、顧客サービスの基本技術となっています。

技術の進歩は、光学式文字認識(OCR)市場をどのように形成しているか?

技術の進歩により、OCRシステムの精度、汎用性、用途が大幅に改善され、さまざまな分野でのイノベーションが推進されています。主要な開発の1つは、人工知能(AI)と機械学習(ML)アルゴリズムのOCR技術への統合です。AI主導のOCRシステムは、しばしばインテリジェントOCRまたはICR(インテリジェント文字認識)と呼ばれ、複雑な文字、手書き文字、異なるフォントをより高い精度で認識することができます。MLモデルは、これらのシステムが新しいデータ入力から継続的に学習することを可能にし、文脈を認識し、エラーを解釈し、多言語テキストを処理する能力を向上させます。このような進歩により、OCRの用途は単純なテキスト抽出を超え、請求書処理、法的文書分析、自動コンプライアンスチェックなど、より複雑な文書処理タスクをサポートするまでに拡大しています。

クラウドベースのOCRソリューションの採用により、OCR技術の機能はさらに強化され、より利用しやすく拡張性の高いものとなりました。クラウドベースのOCRシステムは、リアルタイムの処理、より大きなストレージ容量、および企業資源計画(ERP)、顧客関係管理(CRM)、文書管理システムなどの他のデジタルツールとのシームレスな統合を提供します。これにより、企業はOCRをより大規模に展開し、リモートワークや世界のオペレーション、より迅速な意思決定をサポートすることが可能になりました。さらに、クラウドベースのOCRはAPI統合を容易にし、開発者がOCR機能をさまざまなアプリケーション、ウェブサイト、およびサービスに組み込むことを可能にするため、さまざまなプラットフォームでの採用が広がっています。

自然言語処理(NLP)とコンピューター・ビジョン技術の開発により、OCRシステムの性能も向上しています。NLPは、認識されたテキストの文脈理解を強化し、OCRが契約書や法的合意書、医療報告書などの複雑な文書からでも、関連情報をより正確に抽出できるようにします。コンピュータ・ビジョンは、OCRシステムが文書のレイアウト、構造、視覚的な文脈をより適切に解釈することを可能にし、より高度なデータ抽出と整理をサポートします。これらの技術革新は、OCR処理の精度とスピードを向上させるだけでなく、自動化、デジタルトランスフォーメーション、よりスマートな情報管理といった、業界全体の幅広い動向にも合致しています。

さまざまな業界におけるOCRの新たな用途とは?

OCRは、データ処理の自動化、デジタルトランスフォーメーション、顧客サービスの向上といったニーズに後押しされ、幅広い業界で応用が広がっています。銀行・金融業界では、小切手の処理、財務諸表からの情報抽出、スキャンしたIDによる本人確認、KYC(Know Your Customer)コンプライアンスの自動化など、ドキュメントを多用するプロセスの自動化にOCRが広く利用されています。紙ベースの財務文書を迅速かつ正確にデジタル形式に変換できるため、業務効率が向上し、手作業によるミスが減り、サービス提供が迅速化されます。

ヘルスケア分野では、OCRは患者記録のデジタル化、保険請求の処理、医療フォーム、処方箋、検査報告書からのデータ抽出に使用されています。物理的な医療文書をデジタルデータに変換することで、ヘルスケアプロバイダーは、より整理され、アクセスしやすく、安全な電子カルテ(EHR)を維持することができます。これは、より良い患者管理、より迅速な情報検索、医療保険の相互運用性と説明責任に関する法律(HIPAA)のような規制への準拠をサポートします。また、データ入力と処理の自動化におけるOCRの役割は、ヘルスケアスタッフの管理負担を軽減し、患者ケアにより集中できるようにします。

物流・サプライチェーン業界では、OCRは船荷証券、請求書、出荷ラベル、在庫記録の処理に使用されています。文書の取り扱いを合理化し、処理時間を短縮し、出荷や在庫の追跡精度を高めることで、企業の業務効率の向上に役立っています。OCR技術はまた、発券処理、ナンバープレート認識、料金徴収を自動化する交通システムにも活用されています。さらに、政府部門では、OCRは公文書、法的文書、歴史的アーカイブのデジタル化と管理に使用され、透明性とコンプライアンスをサポートしながら、情報をより利用しやすくしています。

教育分野では、教科書、研究論文、試験問題をデジタル形式に変換するためにOCRが使用され、eラーニングプラットフォーム、電子図書館、遠隔教育をサポートしています。テキスト読み上げ機能を有効にすることで、OCRは視覚障害のある学生のアクセシビリティもサポートし、教育リソースをより包括的なものにします。小売業界では、OCRはレシート・スキャニング、顧客データ抽出、在庫管理の自動化に応用され、業務効率と顧客体験の両方を向上させています。

これらの業界におけるOCRの用途の広がりは、OCRの多用途性と、より迅速で正確な自動データ処理を促進する重要な役割を浮き彫りにしています。デジタルトランスフォーメーションをサポートし、コンプライアンスを向上させ、サービス提供を強化することで、OCRテクノロジーは、部門を問わず業務効率とイノベーションを推進し続けています。

光学式文字認識(OCR)市場の成長の原動力は?

OCR市場の成長は、デジタルトランスフォーメーションの需要の増加、自動化技術の採用の増加、AIや機械学習の進歩など、いくつかの要因によってもたらされます。主な成長要因の1つは、組織が紙ベースのプロセスへの依存を減らし、データへのアクセシビリティを強化しようとしているため、デジタル化が世界的に推進されていることです。OCR技術は、より迅速な文書処理、より容易な情報検索、デジタルワークフローとのシームレスな統合を可能にし、生産性の向上とデジタルトランスフォーメーションの目標達成を目指す企業にとって基本的なツールとなっています。

業界全体で自動化の導入が進んでいることが、OCRソリューションの需要をさらに高めています。企業が反復作業の自動化、手作業によるミスの削減、全体的な効率性の向上を目指す中、OCRテクノロジーはインテリジェントな自動化を実現する重要な手段となっています。OCRは、スキャンされた文書から構造化されていないデータを構造化された実用的な情報に変換し、自動化システムでさらに処理できるようにすることで、ロボティック・プロセス・オートメーション(RPA)のイニシアチブをサポートします。これにより、OCRはより広範な自動化戦略に不可欠なコンポーネントとなり、金融、ヘルスケア、物流、政府サービスなどの分野での採用が進んでいます。

AIと機械学習の進歩は、OCRシステムの精度、スピード、機能性を向上させることで、市場の成長に貢献しています。AI主導のOCRは、より複雑な文書を処理し、多言語を認識し、多様な文字スタイルを解釈できるため、世界組織や多言語環境に適しています。このような技術的な向上により、文書の分類、自動コンプライアンス・チェック、不正検知などの分野でOCRの利用が拡大し、さまざまな業界でその魅力がさらに高まっています。

規制コンプライアンスやデータ管理の要件も、OCRテクノロジーの採用を後押ししています。銀行、ヘルスケア、政府機関など多くの業界は、データの正確性、保存、アクセシビリティに関して厳しい規制を受けています。OCRは、文書をデジタル化して安全に管理することで、組織がコンプライアンス基準を満たし、より迅速な監査、より容易な報告、より優れたデータ保護を可能にします。さらに、効果的な顧客サービスとユーザー体験の向上の必要性から、企業はOCRを採用し、オンボーディング、顧客確認、サポートチケット管理などのプロセスを合理化しています。

AI、クラウド・コンピューティング、デジタルトランスフォーメーションにおける継続的な技術革新により、OCR市場は継続的な成長が見込まれています。これらの動向は、効率的なデータ処理、自動化、コンプライアンスに対する需要の高まりと相まって、OCRを世界中の産業における最新の情報管理戦略に不可欠な要素にしています。

セグメント

エンドユーザー(小売、BFSI、運輸・物流、メディア・娯楽、IT・通信、その他のエンドユーザー)、タイプ(ソフトウェア、サービス)

調査対象企業の例

  • ABBYY Solutions Ltd.
  • Accusoft
  • Adobe Systems, Inc.
  • Anyline GmbH
  • ATAPY Software
  • Black Ice Software LLC
  • CCi Intelligence Co., Ltd
  • Creaceed SPRL
  • CVISION Technologies, Inc.
  • Exper-OCR Inc.
  • Google, Inc.
  • IBM Corporation
  • LEAD Technologies, Inc.
  • Microsoft Corporation
  • NTT DATA Corporation
  • Nuance Communications, Inc.
  • Paradatec, Inc.
  • Prime Recognition Corporation
  • Ricoh Company, Ltd.
  • Ripcord Inc.
  • SEAL Systems AG
  • Transym Computer Services Ltd.

AIインテグレーション

Global Industry Analystsは、有効な専門家コンテンツとAIツールによって、市場情報と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入(完成品とOEM)に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価(COGS)の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP16654

Global Optical Character Recognition Market to Reach US$46.5 Billion by 2030

The global market for Optical Character Recognition estimated at US$20.8 Billion in the year 2024, is expected to reach US$46.5 Billion by 2030, growing at a CAGR of 14.3% over the analysis period 2024-2030. Software, one of the segments analyzed in the report, is expected to record a 13.7% CAGR and reach US$33.7 Billion by the end of the analysis period. Growth in the Service segment is estimated at 16.2% CAGR over the analysis period.

The U.S. Market is Estimated at US$5.8 Billion While China is Forecast to Grow at 13.7% CAGR

The Optical Character Recognition market in the U.S. is estimated at US$5.8 Billion in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$7.2 Billion by the year 2030 trailing a CAGR of 13.7% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 12.3% and 12.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 10.4% CAGR.

Global Optical Character Recognition (OCR) Market - Key Trends & Drivers Summarized

What Is Optical Character Recognition (OCR), and Why Is It So Crucial in Modern Information Processing?

Optical Character Recognition (OCR) is a technology used to convert different types of documents, such as scanned paper documents, PDF files, or images captured by a digital camera, into editable and searchable digital data. OCR systems analyze the shapes and structures of printed or handwritten characters within images or scanned documents and then translate them into machine-readable text. This technology is widely used in various industries for digitizing printed materials, automating data entry, extracting information from forms, and enabling text-to-speech functionality.

The importance of OCR lies in its ability to enhance data accessibility, automate workflows, and support digital transformation initiatives across diverse sectors. By converting physical documents into digital formats, OCR helps organizations improve efficiency, reduce manual data entry errors, and facilitate faster information retrieval. It plays a critical role in industries like banking, healthcare, education, government, and logistics, where the need for accurate, efficient, and scalable data processing is high. As businesses and institutions increasingly seek to digitize and streamline their operations, OCR has become a fundamental technology for modern document management, compliance, and customer service.

How Are Technological Advancements Shaping the Optical Character Recognition (OCR) Market?

Technological advancements have significantly improved the accuracy, versatility, and applications of OCR systems, driving innovation across various sectors. One major development is the integration of artificial intelligence (AI) and machine learning (ML) algorithms into OCR technology. AI-driven OCR systems, often referred to as intelligent OCR or ICR (Intelligent Character Recognition), can recognize complex characters, handwriting, and different fonts with higher accuracy. ML models enable these systems to continuously learn from new data inputs, improving their ability to recognize context, interpret errors, and process multilingual text. These advancements have expanded the use of OCR beyond simple text extraction, supporting more complex document processing tasks such as invoice processing, legal document analysis, and automated compliance checks.

The adoption of cloud-based OCR solutions has further enhanced the capabilities of OCR technology, making it more accessible and scalable. Cloud-based OCR systems offer real-time processing, greater storage capacity, and seamless integration with other digital tools such as enterprise resource planning (ERP), customer relationship management (CRM), and document management systems. This has enabled organizations to deploy OCR on a larger scale, supporting remote work, global operations, and faster decision-making. Additionally, cloud-based OCR facilitates API integration, allowing developers to embed OCR functionality into various applications, websites, and services, thereby broadening its adoption across different platforms.

The development of natural language processing (NLP) and computer vision technologies has also improved the performance of OCR systems. NLP enhances the contextual understanding of recognized text, allowing OCR to extract relevant information more accurately, even from complex documents like contracts, legal agreements, or medical reports. Computer vision enables OCR systems to better interpret the layout, structure, and visual context of documents, supporting more sophisticated data extraction and organization. These innovations not only improve the accuracy and speed of OCR processing but also align with broader trends toward automation, digital transformation, and smarter information management across industries.

What Are the Emerging Applications of OCR Across Different Industries?

OCR is finding expanding applications across a wide range of industries, driven by the need for automated data processing, digital transformation, and improved customer service. In the banking and financial sector, OCR is widely used to automate document-intensive processes such as processing checks, extracting information from financial statements, verifying identities through scanned IDs, and automating KYC (Know Your Customer) compliance. The ability to quickly and accurately convert paper-based financial documents into digital formats improves operational efficiency, reduces manual errors, and accelerates service delivery.

In the healthcare sector, OCR is used to digitize patient records, process insurance claims, and extract data from medical forms, prescriptions, and lab reports. By converting physical medical documents into digital data, healthcare providers can maintain more organized, accessible, and secure electronic health records (EHRs). This supports better patient management, faster information retrieval, and compliance with regulations like the Health Insurance Portability and Accountability Act (HIPAA). OCR’s role in automating data entry and processing also reduces administrative burdens on healthcare staff, allowing them to focus more on patient care.

In the logistics and supply chain industry, OCR is used to process bills of lading, invoices, shipping labels, and inventory records. It helps companies improve operational efficiency by streamlining document handling, reducing processing times, and enhancing accuracy in tracking shipments and inventory. OCR technology is also being utilized in transportation systems to automate ticketing processes, license plate recognition, and toll collection. Additionally, in the government sector, OCR is employed to digitize and manage public records, legal documents, and historical archives, making information more accessible to the public while supporting transparency and compliance.

In the education sector, OCR is used to convert textbooks, research papers, and exam papers into digital formats, supporting e-learning platforms, digital libraries, and remote education. By enabling text-to-speech functionality, OCR also supports accessibility for visually impaired students, making educational resources more inclusive. In the retail industry, OCR is applied to automate receipt scanning, customer data extraction, and inventory management, improving both operational efficiency and customer experience.

The expanding applications of OCR across these industries highlight its versatility and critical role in facilitating faster, more accurate, and automated data processing. By supporting digital transformation, improving compliance, and enhancing service delivery, OCR technology continues to drive operational efficiency and innovation across sectors.

What Drives Growth in the Optical Character Recognition (OCR) Market?

The growth in the OCR market is driven by several factors, including increasing demand for digital transformation, rising adoption of automation technologies, and advancements in AI and machine learning. One of the primary growth drivers is the global push for digitization, as organizations seek to reduce reliance on paper-based processes and enhance data accessibility. OCR technology enables faster document processing, easier information retrieval, and seamless integration with digital workflows, making it a fundamental tool for businesses looking to enhance productivity and achieve digital transformation goals.

The rising adoption of automation across industries has further fueled demand for OCR solutions. As businesses aim to automate repetitive tasks, reduce manual errors, and improve overall efficiency, OCR technology has become a key enabler of intelligent automation. It supports robotic process automation (RPA) initiatives by converting unstructured data from scanned documents into structured, actionable information that can be further processed by automation systems. This has made OCR an essential component of broader automation strategies, driving its adoption in sectors like finance, healthcare, logistics, and government services.

Advancements in AI and machine learning have contributed to market growth by improving the accuracy, speed, and functionality of OCR systems. AI-driven OCR can handle more complex documents, recognize multiple languages, and interpret diverse character styles, making it suitable for global organizations and multilingual environments. These technological improvements have expanded the use of OCR in areas such as document classification, automated compliance checks, and fraud detection, further increasing its appeal across different industries.

Regulatory compliance and data management requirements have also driven the adoption of OCR technology. Many industries, such as banking, healthcare, and government, are subject to strict regulations regarding data accuracy, storage, and accessibility. OCR helps organizations meet compliance standards by digitizing and securely managing documents, enabling faster audits, easier reporting, and better data protection. Additionally, the need for effective customer service and improved user experience has prompted businesses to adopt OCR to streamline processes like onboarding, customer verification, and support ticket management.

With ongoing innovations in AI, cloud computing, and digital transformation, the OCR market is poised for continued growth. These trends, combined with increasing demand for efficient data processing, automation, and compliance, make OCR a vital component of modern information management strategies across industries worldwide.

SCOPE OF STUDY:

The report analyzes the Optical Character Recognition market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

End-Use (Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom, Other End-Uses); Type (Software, Service)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 127 Featured) -

  • ABBYY Solutions Ltd.
  • Accusoft
  • Adobe Systems, Inc.
  • Anyline GmbH
  • ATAPY Software
  • Black Ice Software LLC
  • CCi Intelligence Co., Ltd
  • Creaceed SPRL
  • CVISION Technologies, Inc.
  • Exper-OCR Inc.
  • Google, Inc.
  • IBM Corporation
  • LEAD Technologies, Inc.
  • Microsoft Corporation
  • NTT DATA Corporation
  • Nuance Communications, Inc.
  • Paradatec, Inc.
  • Prime Recognition Corporation
  • Ricoh Company, Ltd.
  • Ripcord Inc.
  • SEAL Systems AG
  • Transym Computer Services Ltd.

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TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Optical Character Recognition - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Demand for Digital Transformation Drives OCR Adoption
    • Expanding Applications in Document Management Sets the Stage for OCR Market Growth
    • Advancements in AI-powered OCR Propel Market Demand
    • Increasing Use of OCR in Banking and Finance Strengthens Market Scope
    • Growing Role in Healthcare Enhances Demand for OCR Technology
    • Strategic Focus on Multi-language Recognition Generates Opportunities
    • Increasing Use in Legal and Compliance Drives OCR Market Growth
    • Growing Role in HR and Payroll Management Drives Demand for OCR Solutions
    • Use in Invoice Processing Enhances OCR Market Potential
    • Strategic Focus on Mobile OCR Solutions Generates Opportunities
    • Growing Applications in Logistics and Supply Chain Propel OCR Market
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Optical Character Recognition Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Optical Character Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World Historic Review for Optical Character Recognition by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 4: World 15-Year Perspective for Optical Character Recognition by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2025 & 2030
    • TABLE 5: World Recent Past, Current & Future Analysis for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 6: World Historic Review for Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 7: World 15-Year Perspective for Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Service by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World Historic Review for Service by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 10: World 15-Year Perspective for Service by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 11: World Recent Past, Current & Future Analysis for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 12: World Historic Review for Retail by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 13: World 15-Year Perspective for Retail by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World Historic Review for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 16: World 15-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 17: World Recent Past, Current & Future Analysis for Transport & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 18: World Historic Review for Transport & Logistics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 19: World 15-Year Perspective for Transport & Logistics by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Media & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World Historic Review for Media & Entertainment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 22: World 15-Year Perspective for Media & Entertainment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 23: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 24: World Historic Review for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 25: World 15-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 28: World 15-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 29: USA Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 30: USA Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 31: USA 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 34: USA 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • CANADA
    • TABLE 35: Canada Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 36: Canada Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 37: Canada 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 40: Canada 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • JAPAN
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 41: Japan Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 42: Japan Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 43: Japan 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 46: Japan 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • CHINA
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 47: China Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 48: China Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 49: China 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 52: China 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • EUROPE
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 53: Europe Recent Past, Current & Future Analysis for Optical Character Recognition by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 54: Europe Historic Review for Optical Character Recognition by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 55: Europe 15-Year Perspective for Optical Character Recognition by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 58: Europe 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 59: Europe Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 60: Europe Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 61: Europe 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • FRANCE
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 62: France Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 64: France 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 65: France Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 66: France Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 67: France 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • GERMANY
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 70: Germany 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 71: Germany Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 72: Germany Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 73: Germany 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • ITALY
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 76: Italy 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 77: Italy Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 78: Italy Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 79: Italy 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • UNITED KINGDOM
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 80: UK Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 82: UK 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 83: UK Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 84: UK Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 85: UK 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • REST OF EUROPE
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 88: Rest of Europe 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 89: Rest of Europe Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 90: Rest of Europe Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 91: Rest of Europe 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • ASIA-PACIFIC
    • Optical Character Recognition Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 94: Asia-Pacific 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 95: Asia-Pacific Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 96: Asia-Pacific Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 97: Asia-Pacific 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030
  • REST OF WORLD
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Optical Character Recognition by Type - Software and Service - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World Historic Review for Optical Character Recognition by Type - Software and Service Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 100: Rest of World 15-Year Perspective for Optical Character Recognition by Type - Percentage Breakdown of Value Sales for Software and Service for the Years 2015, 2025 & 2030
    • TABLE 101: Rest of World Recent Past, Current & Future Analysis for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 102: Rest of World Historic Review for Optical Character Recognition by End-Use - Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses Markets - Independent Analysis of Annual Sales in US$ Million for Years 2015 through 2023 and % CAGR
    • TABLE 103: Rest of World 15-Year Perspective for Optical Character Recognition by End-Use - Percentage Breakdown of Value Sales for Retail, BFSI, Transport & Logistics, Media & Entertainment, IT & Telecom and Other End-Uses for the Years 2015, 2025 & 2030

IV. COMPETITION