AI Toolkit Global Market Report 2024

Description

An AI toolkit refers to a collection of software tools, frameworks, libraries, and resources utilized by developers and researchers to construct, deploy, and experiment with artificial intelligence (AI) applications. These toolkits offer a range of pre-built functions and utilities, streamlining the development process and enabling users to work with AI algorithms and models more effectively.

The primary offerings of an AI toolkit include software, hardware, and services. The term "software" typically encompasses a suite of computer programs, applications, and algorithms geared towards facilitating the development, deployment, and management of AI solutions. It encompasses various technologies such as natural language processing, machine learning, computer vision, and robotic process automation. These software solutions find applications across multiple industries including banking, financial services, and insurance (BFSI), retail and e-commerce, healthcare and life sciences, manufacturing, telecommunications, information technology, media and entertainment, energy and utilities, and other verticals.

The AI toolkit market research report is one of a series of new reports from The Business Research Company that provides AI toolkit market statistics, including AI toolkit industry global market size, regional shares, competitors with AI toolkit market share, detailed AI toolkit market segments, market trends, and opportunities, and any further data you may need to thrive in the AI toolkit industry. This AI toolkit market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenarios of the industry.

The AI toolkit market size has grown exponentially in recent years. It will grow from $21.83 billion in 2023 to $29.16 billion in 2024 at a compound annual growth rate (CAGR) of 33.6%. Historical growth can be attributed to increased adoption of AI, a growing threat landscape, the proliferation of big data, rising demand for machine learning algorithms, and increased computing power.

The AI toolkit market size is expected to see exponential growth in the next few years. It will grow to $91.24 billion in 2028 at a compound annual growth rate (CAGR) of 33.0%. The forecasted growth can be attributed to the rise of open-source initiatives, the expansion of cloud computing, increasing awareness and education, the emergence of AI startups, and the growing implementation of AI in healthcare. Major trends in the forecast period include the integration of explainable AI (XAI), advancements in natural language processing (NLP) tools, the integration of hybrid cloud AI solutions, a focus on AI ethics and responsible AI practices, and increased adoption of AutoML (Automated Machine Learning).

The increasing prevalence of cyber security threats is projected to drive growth in the AI toolkit market in the foreseeable future. Cyber security threats encompass malicious activities or potential events aimed at compromising the confidentiality, integrity, or availability of computer systems, networks, and data. The rise in these threats underscores the necessity for advanced security measures, with AI toolkits playing a pivotal role in providing the technology and resources needed to develop innovative and effective cyber security solutions. For instance, according to the Government Digital Service, cybercrime affected a significant percentage of businesses and charities in the UK, highlighting the escalating impact of cyber security threats and the imperative for robust defense mechanisms. Consequently, the escalating number of cyber security threats serves as a catalyst for the expansion of the AI toolkit market.

Key players in the AI toolkit market are concentrating on developing generative AI toolkits to enhance their competitive position. A generative AI toolkit comprises a comprehensive suite of software tools and assets tailored to leverage the capabilities of generative artificial intelligence across various applications, particularly within the accounting and financial sectors. For example, CPA.com, a US-based company specializing in the accounting profession, introduced a Generative AI Toolkit designed specifically for accounting professionals in October 2023. This toolkit includes educational insights, downloadable resources, use-case tutorials, a security checklist, a GenAI glossary, and learning opportunities, offering a strategic 7-step plan for devising a customized AI strategy while promoting awareness and education through thought leadership materials. This initiative empowers accounting and finance professionals to navigate the evolving technological landscape adeptly.

In January 2021, NovAliX, a France-based preclinical Contract Research Organization (CRO) offering drug discovery services, collaborated with Chemical.AI. to develop an AI toolkit for drug discovery. This partnership aims to integrate the expertise of the medicinal chemistry and biophysics communities, potentially leading to advancements in drug discovery and development. The collaboration aims to expedite the development of AI tools and enhance industry-available services such as next-generation Computer-Aided Synthesis Planning (CASP). Chemical.AI. is a China-based company specializing in AI-assisted continuous flow chemistry.

Major companies operating in the AI toolkit market report are Google LLC, Meta Platforms, AWS, Intel Corporation, IBM, Oracle, HPE, NVIDIA Corporation, Sales Force, Thales group, Adobe, DataRobot, OpenAI, Altair, Alteryx, Jasper, KNIME, Rasa, Union AI, Regie.AI, Super Annotate, Fiddler AI, Obviously AI, Determined AI, H2O.ai, Attri AI

North America was the largest region in the AI toolkit market in 2023. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the AI toolkit market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the AI toolkit market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The AI toolkit market includes revenues earned by entities by providing services such as machine learning frameworks, data processing and manipulation, model deployment, visualization, cloud services, and reinforcement learning. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The AI Toolkit market consists of sales of TensorFlow, PyTorch, scikit-learn, matplotlib, and hugging face transformers. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

AI Toolkit Global Market Report 2024 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on ai toolkit market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
Understand how the market has been affected by the coronavirus and how it is responding as the impact of the virus abates.
Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
Measure the impact of high global inflation on market growth.
Create regional and country strategies on the basis of local data and analysis.
Identify growth segments for investment.
Outperform competitors using forecast data and the drivers and trends shaping the market.
Understand customers based on the latest market shares.
Benchmark performance against key competitors.
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Where is the largest and fastest growing market for ai toolkit ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai toolkit market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The impact of sanctions, supply chain disruptions, and altered demand for goods and services due to the Russian Ukraine war, impacting various macro-economic factors and parameters in the Eastern European region and its subsequent effect on global markets.

The impact of higher inflation in many countries and the resulting spike in interest rates.

The continued but declining impact of covid 19 on supply chains and consumption patterns.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets Covered:

1) By Offering: Software; Hardware; Services
2) By Technology: Natural Language Processing; Machine Learning; Computer Vision; Robotic Process Automation
3) By Vertical: Banking, Financial Services and Insurance (BFSI); Retail and eCommerce; Healthcare and Life Science; Manufacturing; Telecom; Information Technology; Media and Entertainment; Energy and Utilities; Other Verticals
Companies Mentioned: Google LLC; Meta Platforms; AWS; Intel Corporation; IBM
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

Product Code: r16366

1. Executive Summary

2. AI Toolkit Market Characteristics

3. AI Toolkit Market Trends And Strategies

4. AI Toolkit Market - Macro Economic Scenario

4.1. Impact Of High Inflation On The Market
4.2. Ukraine-Russia War Impact On The Market
4.3. COVID-19 Impact On The Market

5. Global AI Toolkit Market Size and Growth

5.1. Global AI Toolkit Market Drivers and Restraints
- 5.1.1. Drivers Of The Market
- 5.1.2. Restraints Of The Market
5.2. Global AI Toolkit Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
5.3. Global AI Toolkit Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. AI Toolkit Market Segmentation

6.1. Global AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Software
Hardware
Services
6.2. Global AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Natural Language Processing
Machine Learning
Computer Vision
Robotic Process Automation
6.3. Global AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
Banking, Financial Services and Insurance (BFSI)
Retail and eCommerce
Healthcare and Life Science
Manufacturing
Telecom
Information Technology
Media and Entertainment
Energy and Utilities
Other Verticals

7. AI Toolkit Market Regional And Country Analysis

7.1. Global AI Toolkit Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
7.2. Global AI Toolkit Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific AI Toolkit Market

8.1. Asia-Pacific AI Toolkit Market Overview
Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
8.2. Asia-Pacific AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.3. Asia-Pacific AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
8.4. Asia-Pacific AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China AI Toolkit Market

9.1. China AI Toolkit Market Overview
9.2. China AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.3. China AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
9.4. China AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India AI Toolkit Market

10.1. India AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.2. India AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
10.3. India AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan AI Toolkit Market

11.1. Japan AI Toolkit Market Overview
11.2. Japan AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.3. Japan AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
11.4. Japan AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia AI Toolkit Market

12.1. Australia AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.2. Australia AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
12.3. Australia AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia AI Toolkit Market

13.1. Indonesia AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.2. Indonesia AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
13.3. Indonesia AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea AI Toolkit Market

14.1. South Korea AI Toolkit Market Overview
14.2. South Korea AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.3. South Korea AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
14.4. South Korea AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe AI Toolkit Market

15.1. Western Europe AI Toolkit Market Overview
15.2. Western Europe AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.3. Western Europe AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
15.4. Western Europe AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK AI Toolkit Market

16.1. UK AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.2. UK AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
16.3. UK AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany AI Toolkit Market

17.1. Germany AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.2. Germany AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
17.3. Germany AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France AI Toolkit Market

18.1. France AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.2. France AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
18.3. France AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy AI Toolkit Market

19.1. Italy AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.2. Italy AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
19.3. Italy AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain AI Toolkit Market

20.1. Spain AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.2. Spain AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
20.3. Spain AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe AI Toolkit Market

21.1. Eastern Europe AI Toolkit Market Overview
21.2. Eastern Europe AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.3. Eastern Europe AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
21.4. Eastern Europe AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia AI Toolkit Market

22.1. Russia AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.2. Russia AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
22.3. Russia AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America AI Toolkit Market

23.1. North America AI Toolkit Market Overview
23.2. North America AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.3. North America AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
23.4. North America AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA AI Toolkit Market

24.1. USA AI Toolkit Market Overview
24.2. USA AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.3. USA AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
24.4. USA AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada AI Toolkit Market

25.1. Canada AI Toolkit Market Overview
25.2. Canada AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.3. Canada AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
25.4. Canada AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America AI Toolkit Market

26.1. South America AI Toolkit Market Overview
26.2. South America AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.3. South America AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
26.4. South America AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil AI Toolkit Market

27.1. Brazil AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.2. Brazil AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
27.3. Brazil AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East AI Toolkit Market

28.1. Middle East AI Toolkit Market Overview
28.2. Middle East AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.3. Middle East AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
28.4. Middle East AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa AI Toolkit Market

29.1. Africa AI Toolkit Market Overview
29.2. Africa AI Toolkit Market, Segmentation By Offering, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.3. Africa AI Toolkit Market, Segmentation By Technology, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
29.4. Africa AI Toolkit Market, Segmentation By Vertical, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. AI Toolkit Market Competitive Landscape And Company Profiles

30.1. AI Toolkit Market Competitive Landscape
30.2. AI Toolkit Market Company Profiles
- 30.2.1. Google LLC
  - 30.2.1.1. Overview
  - 30.2.1.2. Products and Services
  - 30.2.1.3. Strategy
  - 30.2.1.4. Financial Performance
- 30.2.2. Meta Platforms
  - 30.2.2.1. Overview
  - 30.2.2.2. Products and Services
  - 30.2.2.3. Strategy
  - 30.2.2.4. Financial Performance
- 30.2.3. AWS
  - 30.2.3.1. Overview
  - 30.2.3.2. Products and Services
  - 30.2.3.3. Strategy
  - 30.2.3.4. Financial Performance
- 30.2.4. Intel Corporation
  - 30.2.4.1. Overview
  - 30.2.4.2. Products and Services
  - 30.2.4.3. Strategy
  - 30.2.4.4. Financial Performance
- 30.2.5. IBM
  - 30.2.5.1. Overview
  - 30.2.5.2. Products and Services
  - 30.2.5.3. Strategy
  - 30.2.5.4. Financial Performance

31. AI Toolkit Market Other Major And Innovative Companies

31.1. Oracle
31.2. HPE
31.3. NVIDIA Corporation
31.4. Sales Force
31.5. Thales group
31.6. Adobe
31.7. DataRobot
31.8. OpenAI
31.9. Altair
31.10. Alteryx
31.11. Jasper
31.12. KNIME
31.13. Rasa
31.14. Union AI
31.15. Regie.AI

32. Global AI Toolkit Market Competitive Benchmarking

33. Global AI Toolkit Market Competitive Dashboard

34. Key Mergers And Acquisitions In The AI Toolkit Market

35. AI Toolkit Market Future Outlook and Potential Analysis

35.1 AI Toolkit Market In 2028 - Countries Offering Most New Opportunities
35.2 AI Toolkit Market In 2028 - Segments Offering Most New Opportunities
35.3 AI Toolkit Market In 2028 - Growth Strategies
- 35.3.1 Market Trend Based Strategies
- 35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations
36.2. Currencies
36.3. Historic And Forecast Inflation Rates
36.4. Research Inquiries
36.5. The Business Research Company
36.6. Copyright And Disclaimer