Intelligent Automation Market: By Technology, By Component, By Deployment Mode, By Application, By Industry, and Region Forecast 2019-2030

Intelligent Automation Market Size, Share, Growth, Trends, and Global Industry Analysis: By Technology (Natural Language Processing, Machine And Deep Learning, Neural Networks, Virtual Agents, Mini Boats, Computer Vision, and Others), By Component (Service, and Solution), By Deployment Mode (Cloud, and On-Premise), By Application (Enterprise Content Management, Business Process Management, Customer Experience Management, Business Intelligence And Analytics, Enterprise Mobility, and Others), By Industry (BFSI, IT and Telecom, Automotive, Education, Retail, Agriculture, Healthcare, and Others), and Region Forecast 2019-2030

The intelligent automation market size was valued at US$ 12,467.3 million in 2023 and is projected to reach a value of US$ 29,696.0 million by 2030, at a CAGR of 13.2% from 2024-2030. Moreover, the U.S. intelligent automation market is projected to grow significantly, reaching an estimated value of US$ 17,668.1 million by 2032.

The increasing efficiency and cost savings, along with the advancements in AI and machine learning, increasing demand for data analysis, and improvements in customer experience are some key factors fueling the market growth. Intelligent automation also experiences restraints such as high initial investment and integration complexities, lack of skilled professionals, and security concerns. Rising adoption by SMEs, expansion into emerging markets, and increasing demand for customizable solutions provides opportunities for market growth. However, rapid changes in technology, regulatory challenges, and severe competition will affect the market growth negatively.

Key Players

Key players in the intelligent automation market include UiPath, Automation Anywhere, Blue Prism, IBM, Microsoft, Pega Systems, WorkFusion, Appian, Kofax, ServiceNow, SAP, Oracle, Nintex, Zoho, Celonis, AntWorks, ThoughtSpot, TIBCO Software, Kryon Systems, HelpSystems, Inflectra, Integromat (now Make), AutomationEdge, ABBYY, DataRobot, and Onfido. These companies are significantly impacting the development and adoption of intelligent automation solutions across various industries.

Key Takeaways

  • The Fastest growing region in intelligent automation is the Asia-Pacific (APAC) region.
  • The largest region in market terms is usually North America
  • Based on the technology, machine, and deep learning segment holds a 29.3% market share
  • Based on the component, the service segment holds a 58.9% market share
  • Based on the deployment mode, the cloud segment holds a 63.2% market share
  • Based on the application, the business intelligence, and analytics segment hold 32.1% market share
  • Based on the industry, BFSI segment holds 27.3% market share

Facts & Figures

  • As of April 2023, 80% of companies in the BFSI sector have implemented some form of robotic process automation.
  • By mid-2024, it is estimated that 40% of all customer interactions will be automated using intelligent technologies
  • As of January 2024, 55% of organizations indicated they were using cloud-based automation solutions

Key Developments

  • In April 2024: IBM released Watson Assistant with new automation capabilities to streamline customer service processes
  • In January 2024: UiPath introduced AI-driven features to improve process automation and decision-making.
  • In June 2024: Pega Systems introduced AI-powered decisioning to improve real-time decision-making in automated workflows.

Intelligent Automation Market Segmentation

By Technology: The machine and deep learning segment are dominating the market. This is a core requirement to enhance the capabilities of automation systems with abilities to learn from data and make predictions while further improving decision-making processes. Growing demand for advanced analytics and predictive insights drives the adoption of technologies in these industries. In short, NLP follows close by wherein the role of NLP lies significantly in areas like automation of customer interactions through chatbots and virtual assistants enhancing the quality of customers' experience. Computer Vision also has gained much importance wherein it has become important for sectors like manufacturing, retail, and healthcare where visual data needs to be analyzed for automation purposes

By Components: Segmentation of the market into its Service and Solution component indicates that the Solution segment generally takes the lead. The segment includes a plethora of diverse forms of automation software and tools that would consist of RPA platforms and systems of artificial intelligence, all of them intended to fulfill certain business needs and enhance overall operational efficiency. Where the Service segment comprises consulting, implementation, and support services intended to help an organization adopt and optimize those automation solutions while it is the support services to ensure successful integration and a full realization of the benefits from automation; however, in case market shares are considered and increases are accounted for in terms of growth, then the Solutions segment usually captures a larger market share and exhibits more significant growth, owing to business fundamentals forcing them to increasingly depend on robust technology to enhance productivity and operational efficiencies.

By Deployment Mode: The deployment mode segmentation in the market would consist of two modes, Cloud and On-Premise. The market is generally dominated by the latter - Cloud. Typically, cloud solutions are preferred because they are scalable and flexible in usage, thereby keeping the costs of running and those of infrastructure relatively modest, allowing organizations to access and deploy automation tools effortlessly, without incurring heavy upfront investment in infrastructure. This trend is quite sharp in companies that adopt digital transformation and work to achieve the benefits of automation with full efficiency. On the other hand, On-Premise deployment may still be a preferable solution for those organizations that need strict data security and compliance requirements that would allow more control over sensitive information as well as infrastructure.

By Application: The market is segmented by Application: usually, the ECM and BPM. In this regard, the Business Process Management segment often comes first as organizations are more interested in optimizing and automating complex workflows to generate greater efficiency and lower operational costs. Some solutions for BPM include process design, execution, monitoring, and analysis; businesses can, therefore, enhance productivity and responsiveness. On the other side, Enterprise Content Management plays a very important role in managing and streamlining the overall information and documents of an organization. Although ECM is very important for good data management and compliance, the trend will be to favor BPM as an approach for the automation and fine-tuning of business processes across the board, thereby enhancing much better degrees of operational excellence.

By Industry: In the market, by Industry, there are individual sectors like BFSI (Banking, Financial Services, and Insurance), IT and Telecom, Automotive, Education, Retail, Agriculture, Healthcare, and Others. The sector BFSI usually takes the top spot in this industry segmentation as it highly demands automation processes primarily in fields like transaction processing, compliance, and customer service due to the extreme precision and efficiency required. The following companies belong to the Healthcare industry, automating in a manner that provides greater efficient patient care and simplifies administrative tasks while ensuring effective data management. Compared to other industries, the IT and Telecom sectors are quite aggressive when taking up automation to maintain infrastructure alongside optimized service delivery. Others under this category are Retail and Education as the two take on intelligent automation in the hope that this may improve the customer experience while simplifying the involved processes.

Intelligent Automation Market Summary

Study Period

2024-2030

Base Year

2023

CAGR

13.2%

Largest Market

North America

Fastest Growing Market

Asia Pacific

Intelligent Automation Market Dynamics

Drivers

Organizations today are choosing to automate businesses so that they can become efficient and cost-effective with less manual error and improved productivity. Technologies in AI and ML continue to evolve and make automation even better, where businesses execute complex workloads and big volumes of data much better. It has also become a compulsion for most companies today to adopt automation for speedier more accurate delivery of services with the increasing demand for more valid customer experiences.

Restriants

Despite the huge growth potential, the market of intelligent automation has several drawbacks. High initial investments are a major deterrent for many organizations, especially small and medium enterprises, against embracing automation. Integration of the existing systems is tough, along with the fact that fewer numbers of AI and automation technology professionals are available. Issues like data security and regulations also go widely into making an impact on the market. Organizations remain cautious while fully embracing automation due to concerns over such issues.

Opportunities

The market has expansion opportunities. Increasing adoption in small and medium enterprises (SMEs) underscores significant opportunities that have not been tapped fully yet. New opportunities open up in emerging economies as businesses look to modernize their operations. There's a need for more customized automation solutions that have scaling potential along with business growth. As AI and machine learning evolve, innovative possibilities in automation come forth, answering specific needs within the industry.

Trends

Current Trends in Market: AI and Machine Learning in Automation Solutions More Intelligent Decision-Making Enhanced Capabilities Trend - More companies are using cloud-based automation platforms that offer greater flexibility and scalability. Additionally, the focus is shifting to hyper-automation, where business processes are automated, rather than single tasks, and not forgetting greater emphasis on ethical AI and responsible automation to live by regulatory standards and societal demands.

Intelligent Automation Market Segmentation Analysis

Report Benchmarks

Details

Report Study Period

2024-2030

Market Size in 2023

US$ 12,467.3 million

Market Size in 2030

US$ 29,696.0 million

Market CAGR

13.2%

By Technology

  • Natural Language Processing
  • Machine And Deep Learning
  • Neural Networks
  • Virtual Agents
  • Mini Boats,
  • Computer Vision
  • Other

By Component

  • Service
  • Solution

By Deployment Mode

  • Cloud
  • On-Premise

By Application

  • Enterprise Content Management
  • Business Process Management
  • Customer Experience Management
  • Business Intelligence and Analytics
  • Enterprise Mobility
  • Others

By Industry

  • BFSI
  • IT and Telecom
  • Automotive
  • Education
  • Retail
  • Agriculture
  • Healthcare
  • Others

By Region

  • North America
  • Europe
  • The Asia Pacific
  • Latin America
  • MEA

Analyst Review

The market for intelligent automation is on a growth splurge, stimulated by a growing demand for operational efficiency and better customer experience in various sectors.  BFSI and healthcare are the front-runners in automation, deploying mechanisms such as RPA and AI to make processes more efficient at costs. Cloud-based solutions also are moving increasingly as organizations look for solutions that offer them scalability and flexibility. Increasingly, the use of intelligent automation, as part of digital transformation programs, is becoming the leitmotif if business organizations have to exist in such fast-changing environments. Otherwise, the overall scenario appears optimistic because most companies are indeed investing in automation with productivity and innovation at their topmost priority list.

Key Features of the Report

  • The intelligent automation market report provides granular level information about the market size, regional market share, historic market (2019-2023), and forecast (2024-2030)
  • The report covers in-detail insights about the competitor’s overview, company share analysis, key market developments, and key strategies.
  • The report outlines drivers, restraints, unmet needs, and trends that are currently affecting the market.
  • The report tracks recent innovations, key developments, and start-up details that are actively working in the market.
  • The report provides a plethora of information about Market entry strategies, regulatory framework, and reimbursement scenarios.
  • The report analyses the impact of the socio-political environment through PESTLE Analysis and competition through Porter's Five Force Analysis in addition to recent technology advancements and innovations in the market.

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Frequently Asked Questions

Intelligent automation market size was valued at US$ 12,467.3 million in 2023 and is set to reach a value of US$ 29,696.0 million by 2030, at a CAGR of 13.2%.

Scalability and flexibility are provided by cloud technology that allows organizations easily to deploy automation solutions, adopt changing business requirements, and make more efficient use of automation solutions.

AI is added to intelligent automation to allow the systems or algorithms to learn based on data, make informed decisions, and automatically perform complex tasks, thereby achieving overall improved efficiency and effectiveness.

Businesses are embracing intelligent automation as part of their digital transformation process to be able to better optimize workflows, enhance the delivery of service, and maintain their competitive edge in a dynamic market environment

The BFSI and the healthcare industries are dominating with RPA, AI, and other modern automation technology.

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Author

Sravani

Sravani is a proficient Business Analyst with an MBA and a background in Computer Science, with seven years of expe.....

1.Executive Summary
2.Global Intelligent Automation Market  Introduction 
2.1.Global Intelligent Automation Market   - Taxonomy
2.2.Global Intelligent Automation Market   - Definitions
2.2.1.Technology
2.2.2.Component
2.2.3.Deployment Mode
2.2.4. Application
2.2.5.Region
3.Global Intelligent Automation Market  Dynamics
3.1. Drivers
3.2. Restraints
3.3. Opportunities/Unmet Needs of the Market
3.4. Trends
3.5. Product Landscape
3.6. New Product Launches
3.7. Impact of COVID 19 on Market
4.Global Intelligent Automation Market  Analysis, 2019 - 2023 and Forecast 2024 - 2030
4.1.  Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
4.2.  Year-Over-Year (Y-o-Y) Growth Analysis (%) 
4.3.  Market Opportunity Analysis 
5.Global Intelligent Automation Market   By Technology, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
5.1. Natural Language Processing
5.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.1.3. Market Opportunity Analysis 
5.2. Machine And Deep Learning
5.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.2.3. Market Opportunity Analysis 
5.3. Neural Networks
5.3.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.3.3. Market Opportunity Analysis 
5.4. Virtual Agents
5.4.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.4.3. Market Opportunity Analysis 
5.5. Mini Boats,
5.5.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.5.3. Market Opportunity Analysis 
5.6. Computer Vision
5.6.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.6.3. Market Opportunity Analysis 
5.7. Other
5.7.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
5.7.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
5.7.3. Market Opportunity Analysis 
6.Global Intelligent Automation Market   By Component, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
6.1. Service
6.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
6.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.1.3. Market Opportunity Analysis 
6.2. Solution
6.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
6.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
6.2.3. Market Opportunity Analysis 
7.Global Intelligent Automation Market   By Deployment Mode, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
7.1. Cloud
7.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
7.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.1.3. Market Opportunity Analysis 
7.2. On-Premise
7.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
7.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
7.2.3. Market Opportunity Analysis 
8.Global Intelligent Automation Market   By  Application, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
8.1. Enterprise Content Management
8.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.1.3. Market Opportunity Analysis 
8.2. Business Process Management
8.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.2.3. Market Opportunity Analysis 
8.3. Customer Experience Management
8.3.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.3.3. Market Opportunity Analysis 
8.4. Business Intelligence and Analytics
8.4.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.4.3. Market Opportunity Analysis 
8.5. Enterprise Mobility
8.5.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.5.3. Market Opportunity Analysis 
8.6. Others
8.6.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
8.6.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
8.6.3. Market Opportunity Analysis 
9.Global Intelligent Automation Market   By Region, 2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
9.1. North America
9.1.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
9.1.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
9.1.3. Market Opportunity Analysis 
9.2. Europe
9.2.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
9.2.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
9.2.3. Market Opportunity Analysis 
9.3. Asia Pacific (APAC)
9.3.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
9.3.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
9.3.3. Market Opportunity Analysis 
9.4. Middle East and Africa (MEA)
9.4.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
9.4.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
9.4.3. Market Opportunity Analysis 
9.5. Latin America
9.5.1. Market Analysis, 2019 - 2023 and Forecast, 2024 - 2030, (Sales Value USD Million)
9.5.2. Year-Over-Year (Y-o-Y) Growth Analysis (%) and Market Share Analysis (%) 
9.5.3. Market Opportunity Analysis 
10.North America Intelligent Automation Market  ,2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
10.1. Technology Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.1.1.Natural Language Processing
10.1.2.Machine And Deep Learning
10.1.3.Neural Networks
10.1.4.Virtual Agents
10.1.5.Mini Boats,
10.1.6.Computer Vision
10.1.7.Other
10.2.  Component Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.2.1.Service
10.2.2.Solution
10.3.  Deployment Mode Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.3.1.Cloud
10.3.2.On-Premise
10.4.   Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.4.1.Enterprise Content Management
10.4.2.Business Process Management
10.4.3.Customer Experience Management
10.4.4.Business Intelligence and Analytics
10.4.5.Enterprise Mobility
10.4.6.Others
10.5.  Country Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
10.5.1.United States of America (USA)
10.5.2.Canada
11.Europe Intelligent Automation Market  ,2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
11.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.1.1.Natural Language Processing
11.1.2.Machine And Deep Learning
11.1.3.Neural Networks
11.1.4.Virtual Agents
11.1.5.Mini Boats,
11.1.6.Computer Vision
11.1.7.Other
11.2.  Component Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.2.1.Service
11.2.2.Solution
11.3.  Deployment Mode Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.3.1.Cloud
11.3.2.On-Premise
11.4.   Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.4.1.Enterprise Content Management
11.4.2.Business Process Management
11.4.3.Customer Experience Management
11.4.4.Business Intelligence and Analytics
11.4.5.Enterprise Mobility
11.4.6.Others
11.5.  Country Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
11.5.1.Germany
11.5.2.France
11.5.3.Italy
11.5.4.United Kingdom (UK)
11.5.5.Spain
12.Asia Pacific (APAC) Intelligent Automation Market  ,2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
12.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.1.1.Natural Language Processing
12.1.2.Machine And Deep Learning
12.1.3.Neural Networks
12.1.4.Virtual Agents
12.1.5.Mini Boats,
12.1.6.Computer Vision
12.1.7.Other
12.2.  Component Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.2.1.Service
12.2.2.Solution
12.3.  Deployment Mode Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.3.1.Cloud
12.3.2.On-Premise
12.4.   Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.4.1.Enterprise Content Management
12.4.2.Business Process Management
12.4.3.Customer Experience Management
12.4.4.Business Intelligence and Analytics
12.4.5.Enterprise Mobility
12.4.6.Others
12.5.  Country Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
12.5.1.China
12.5.2.India
12.5.3.Australia and New Zealand (ANZ)
12.5.4.Japan
12.5.5.Rest of APAC
13.Middle East and Africa (MEA) Intelligent Automation Market  ,2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
13.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.1.1.Natural Language Processing
13.1.2.Machine And Deep Learning
13.1.3.Neural Networks
13.1.4.Virtual Agents
13.1.5.Mini Boats,
13.1.6.Computer Vision
13.1.7.Other
13.2.  Component Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.2.1.Service
13.2.2.Solution
13.3.  Deployment Mode Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.3.1.Cloud
13.3.2.On-Premise
13.4.   Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.4.1.Enterprise Content Management
13.4.2.Business Process Management
13.4.3.Customer Experience Management
13.4.4.Business Intelligence and Analytics
13.4.5.Enterprise Mobility
13.4.6.Others
13.5.  Country Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
13.5.1.GCC Countries
13.5.2.South Africa
13.5.3.Rest of MEA
14.Latin America Intelligent Automation Market  ,2019 - 2023 and Forecast 2024 - 2030 (Sales Value USD Million)
14.1. Technology Analysis  and Forecast  by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
14.1.1.Natural Language Processing
14.1.2.Machine And Deep Learning
14.1.3.Neural Networks
14.1.4.Virtual Agents
14.1.5.Mini Boats,
14.1.6.Computer Vision
14.1.7.Other
14.2.  Component Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
14.2.1.Service
14.2.2.Solution
14.3.  Deployment Mode Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
14.3.1.Cloud
14.3.2.On-Premise
14.4.   Application Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
14.4.1.Enterprise Content Management
14.4.2.Business Process Management
14.4.3.Customer Experience Management
14.4.4.Business Intelligence and Analytics
14.4.5.Enterprise Mobility
14.4.6.Others
14.5.  Country Analysis 2019 - 2023 and Forecast 2024 - 2030 by Sales Value USD Million, Y-o-Y Growth (%), and Market Share (%) 
14.5.1.Brazil
14.5.2.Mexico
14.5.3.Rest of LA
15. Competition Landscape
15.1.  Market Player Profiles (Introduction, Brand/Product Sales, Financial Analysis, Product Offerings, Key Developments, Collaborations, M & A, Strategies, and SWOT Analysis) 
15.2.1.IBM
15.2.2.Microsoft
15.2.3.Pega Systems
15.2.4.WorkFusion
15.2.5.Appian
15.2.6.Kofax
15.2.7.ServiceNow
15.2.8.SAP
15.2.9.Oracle
15.2.10.Nintex
15.2.11.Zoho
15.2.12.Celonis
15.2.13.AntWorks
15.2.14.ThoughtSpot
15.2.15.TIBCO Software
15.2.16.Kryon Systems
15.2.17.HelpSystems
15.2.18.Inflectra
15.2.19.Integromat (now Make)
15.2.20.AutomationEdge
15.2.21.ABBYY
15.2.22.DataRobot
15.2.23.Onfido.
16. Research Methodology 
17. Appendix and Abbreviations 

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