어소트먼트 갭 분석 AI 시장 보고서(2025년)

Assortment gap analysis artificial intelligence involves the application of advanced algorithms and machine learning models to detect gaps and inefficiencies within product assortments. It enables businesses to optimize inventory distribution, enhance product availability, and boost sales performance through data-driven insights. This technology utilizes predictive analytics to streamline decision-making, ensuring a more efficient and profitable assortment strategy.

The key component types of assortment gap analysis artificial intelligence are software and services. Assortment gap analysis software is an AI-powered digital system designed to evaluate sales, inventory, and demand data to identify product assortment gaps and recommend improvements for enhanced category performance. These are deployed through various deployment modes such as cloud and on-premises. They are used by different enterprise sizes such as large enterprises and small and medium enterprises, and across multiple applications such as retail, e-commerce, consumer goods, grocery, fashion, and apparel. They are also utilized by different end users such as banking, financial services, and insurance (BFSI), information technology (IT) and telecom, healthcare, government, retail, and others.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

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

The assortment gap analysis artificial intelligence market size has grown exponentially in recent years. It will grow from $1.82 billion in 2024 to $2.20 billion in 2025 at a compound annual growth rate (CAGR) of 21.3%. The growth during the historic period can be attributed to the increasing investment in artificial intelligence technologies, a rising focus on improving demand forecasting accuracy, the growing adoption of data analytics tools, the increasing need for efficient inventory management, and the rising competition within the retail and e-commerce sectors.

The assortment gap analysis artificial intelligence market size is expected to see exponential growth in the next few years. It will grow to $4.72 billion in 2029 at a compound annual growth rate (CAGR) of 21.0%. The growth during the forecast period can be attributed to the growing adoption of artificial intelligence in retail, the increasing need for inventory optimization, the rising demand for personalized product assortment, advancements in machine learning algorithms, and the expansion of data-driven decision-making within supply chains. The key trends in the forecast period include advancements in predictive analytics, the development of real-time demand forecasting, innovation in artificial intelligence-driven inventory optimization, progress in machine learning for assortment planning, and the development of gap analysis tools powered by artificial intelligence.

The growing emphasis on personalized shopping experiences is anticipated to drive the expansion of the assortment gap analysis artificial intelligence market in the coming years. Personalized shopping experiences involve tailoring product offerings, recommendations, and promotional messages based on individual consumer preferences, behaviors, and purchasing patterns. The demand for such experiences is increasing as consumers expect brands to understand their unique tastes and provide relevant choices. Assortment gap analysis artificial intelligence supports this demand by helping retailers identify and address product assortment gaps, ensuring that the right products reach the right customers at the right time. For example, in July 2024, according to Etsy, a US-based e-commerce company, gross merchandise sales rose by 4.1 percent in 2024 compared to the previous year, driven by increased consumer demand for personalized gifts on its platform. Therefore, the growing focus on personalized shopping experiences is fueling the growth of the assortment gap analysis artificial intelligence market.

Key companies operating in the assortment gap analysis artificial intelligence market are emphasizing technological advancements such as artificial intelligence-powered retail optimization to improve merchandising efficiency, demand forecasting accuracy, and personalized shopping experiences across global retail environments. Artificial intelligence-powered retail optimization involves using advanced artificial intelligence technologies and machine learning algorithms to streamline retail operations, enhance product assortment, improve demand forecasting, and deliver personalized shopping experiences, enabling retailers to make data-driven decisions and maximize operational efficiency in diverse markets. For instance, in October 2025, Centric Software, a US-based provider of product lifecycle management and retail planning solutions, introduced significant upgrades to its Centric Planning platform, designed to transform retail operations with artificial intelligence. The platform incorporates AI-driven demand forecasting, intelligent assortment planning, and seamless integration with Centric PLM and Centric Visual Boards, providing up to 110 percent improvement in margins, a 75 percent reduction in planning cycle times, a 50 percent decrease in inventory, and a 50 percent reduction in budget preparation times. This makes it highly effective for retailers seeking data-driven decision-making, operational efficiency, and competitive benchmarking through real-time market insights.

In January 2025, Vision Group, a US-based IoT, AI, and image recognition SaaS solutions provider for retailers, CPG brands, wholesalers, and shoppers, acquired Hivery for an undisclosed amount. Through this acquisition, Vision Group aims to integrate Hivery's hyperlocal AI-driven assortment simulation technology to enhance its space planning, retail execution, and category management capabilities while strengthening its competitive position. Hivery is an Australia and US-based company specializing in AI-powered assortment simulation, store-level optimization, and predictive ROI solutions for retail applications.

Major players in the assortment gap analysis artificial intelligence market are Microsoft Corporation, IBM Corporation, SAP SE, SAS Institute Inc., Teradata Corporation, Mu Sigma Inc., o9 Solutions, RELEX Solutions, Fractal Analytics, Domo Inc., ParallelDots, Impact Analytics, Tredence Inc., DataX.ai, Xbyte.io, Invent.ai, Intelligence Node, Quantzig, OptimiX, ClearDemand.

North America was the largest region in the assortment gap analysis artificial intelligence market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in assortment gap analysis artificial intelligence report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the assortment gap analysis artificial intelligence market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The assortment gap analysis artificial intelligence market consists of revenues earned by entities by providing services such as assortment data analytics service, machine learning model development, category management optimization, consumer behavior insights service and predictive demand forecasting service. The market value includes the value of related goods sold by the service provider or included within the service offering. The assortment gap analysis artificial intelligence market also includes sales of products such as agronomy assortment optimization tools, and revoices assortment optimization tools. 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.

Assortment Gap Analysis Artificial Intelligence Global Market Report 2025 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 assortment gap analysis artificial intelligence 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.

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Where is the largest and fastest growing market for assortment gap analysis artificial intelligence ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The assortment gap analysis artificial intelligence 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 forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

• 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.
• 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 Component: Software; Services
• 2) By Deployment Mode: Cloud; On-Premises
• 3) By Enterprise Size: Large Enterprises; Small And Medium Enterprises
• 4) By Application: Retail; E-commerce; Consumer Goods; Grocery; Fashion And Apparel
• 5) By End User:Banking, Financial Services, And Insurance (BFSI); Information Technology (IT) And Telecom; Healthcare; Government; Retail; Other End-Users
• Subsegments:
• 1) By Software: Predictive Analytics; Machine Learning Platforms; Natural Language Processing; Computer Vision; Data Management Tools; Business Intelligence Tools
• 2) By Services: Consulting; Implementation; Training And Support; System Integration; Managed Services; Technical Assistance
• Companies Mentioned: Microsoft Corporation; IBM Corporation; SAP SE; SAS Institute Inc.; Teradata Corporation; Mu Sigma Inc.; o9 Solutions; RELEX Solutions; Fractal Analytics; Domo Inc.; ParallelDots; Impact Analytics; Tredence Inc.; DataX.ai; Xbyte.io; Invent.ai; Intelligence Node; Quantzig; OptimiX; ClearDemand
• 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.

Table of Contents

1. Executive Summary

2. Assortment Gap Analysis Artificial Intelligence Market Characteristics

3. Assortment Gap Analysis Artificial Intelligence Market Trends And Strategies

4. Assortment Gap Analysis Artificial Intelligence Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

• 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Assortment Gap Analysis Artificial Intelligence Growth Analysis And Strategic Analysis Framework

• 5.1. Global Assortment Gap Analysis Artificial Intelligence PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Assortment Gap Analysis Artificial Intelligence Market Growth Rate Analysis
• 5.4. Global Assortment Gap Analysis Artificial Intelligence Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Assortment Gap Analysis Artificial Intelligence Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Assortment Gap Analysis Artificial Intelligence Total Addressable Market (TAM)

6. Assortment Gap Analysis Artificial Intelligence Market Segmentation

• 6.1. Global Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Software
• Services
• 6.2. Global Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Cloud
• On-Premises
• 6.3. Global Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Large Enterprises
• Small And Medium Enterprises
• 6.4. Global Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Retail
• E-commerce
• Consumer Goods
• Grocery
• Fashion And Apparel
• Electronics
• Other Applications
• 6.5. Global Assortment Gap Analysis Artificial Intelligence Market, Segmentation By End-User , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Retailers
• Brands
• Distributors
• Other End-User
• 6.6. Global Assortment Gap Analysis Artificial Intelligence Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Predictive Analytics
• Machine Learning Platforms
• Natural Language Processing
• Computer Vision
• Data Management Tools
• Business Intelligence Tools
• 6.7. Global Assortment Gap Analysis Artificial Intelligence Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Consulting
• Implementation
• Training And Support
• System Integration
• Managed Services
• Technical Assistance

7. Assortment Gap Analysis Artificial Intelligence Market Regional And Country Analysis

• 7.1. Global Assortment Gap Analysis Artificial Intelligence Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Assortment Gap Analysis Artificial Intelligence Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Assortment Gap Analysis Artificial Intelligence Market

• 8.1. Asia-Pacific Assortment Gap Analysis Artificial Intelligence Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Assortment Gap Analysis Artificial Intelligence Market

• 9.1. China Assortment Gap Analysis Artificial Intelligence Market Overview
• 9.2. China Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Assortment Gap Analysis Artificial Intelligence Market

• 10.1. India Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Assortment Gap Analysis Artificial Intelligence Market

• 11.1. Japan Assortment Gap Analysis Artificial Intelligence Market Overview
• 11.2. Japan Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Assortment Gap Analysis Artificial Intelligence Market

• 12.1. Australia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Assortment Gap Analysis Artificial Intelligence Market

• 13.1. Indonesia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Assortment Gap Analysis Artificial Intelligence Market

• 14.1. South Korea Assortment Gap Analysis Artificial Intelligence Market Overview
• 14.2. South Korea Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Assortment Gap Analysis Artificial Intelligence Market

• 15.1. Western Europe Assortment Gap Analysis Artificial Intelligence Market Overview
• 15.2. Western Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Assortment Gap Analysis Artificial Intelligence Market

• 16.1. UK Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Assortment Gap Analysis Artificial Intelligence Market

• 17.1. Germany Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Assortment Gap Analysis Artificial Intelligence Market

• 18.1. France Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Assortment Gap Analysis Artificial Intelligence Market

• 19.1. Italy Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Assortment Gap Analysis Artificial Intelligence Market

• 20.1. Spain Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Assortment Gap Analysis Artificial Intelligence Market

• 21.1. Eastern Europe Assortment Gap Analysis Artificial Intelligence Market Overview
• 21.2. Eastern Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Assortment Gap Analysis Artificial Intelligence Market

• 22.1. Russia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Assortment Gap Analysis Artificial Intelligence Market

• 23.1. North America Assortment Gap Analysis Artificial Intelligence Market Overview
• 23.2. North America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Assortment Gap Analysis Artificial Intelligence Market

• 24.1. USA Assortment Gap Analysis Artificial Intelligence Market Overview
• 24.2. USA Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Assortment Gap Analysis Artificial Intelligence Market

• 25.1. Canada Assortment Gap Analysis Artificial Intelligence Market Overview
• 25.2. Canada Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Assortment Gap Analysis Artificial Intelligence Market

• 26.1. South America Assortment Gap Analysis Artificial Intelligence Market Overview
• 26.2. South America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Assortment Gap Analysis Artificial Intelligence Market

• 27.1. Brazil Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Assortment Gap Analysis Artificial Intelligence Market

• 28.1. Middle East Assortment Gap Analysis Artificial Intelligence Market Overview
• 28.2. Middle East Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Assortment Gap Analysis Artificial Intelligence Market

• 29.1. Africa Assortment Gap Analysis Artificial Intelligence Market Overview
• 29.2. Africa Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Component , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Assortment Gap Analysis Artificial Intelligence Market, Segmentation By Enterprise Size , Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Assortment Gap Analysis Artificial Intelligence Market Competitive Landscape And Company Profiles

• 30.1. Assortment Gap Analysis Artificial Intelligence Market Competitive Landscape
• 30.2. Assortment Gap Analysis Artificial Intelligence Market Company Profiles
  • 30.2.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. IBM Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. SAP SE Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Teradata Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Assortment Gap Analysis Artificial Intelligence Market Other Major And Innovative Companies

• 31.1. Mu Sigma Inc.
• 31.2. o9 Solutions
• 31.3. RELEX Solutions
• 31.4. Fractal Analytics
• 31.5. Domo Inc.
• 31.6. ParallelDots
• 31.7. Impact Analytics
• 31.8. Tredence Inc.
• 31.9. DataX.ai
• 31.10. Xbyte.io
• 31.11. Invent.ai
• 31.12. Intelligence Node
• 31.13. Quantzig
• 31.14. OptimiX
• 31.15. ClearDemand

32. Global Assortment Gap Analysis Artificial Intelligence Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Assortment Gap Analysis Artificial Intelligence Market

34. Recent Developments In The Assortment Gap Analysis Artificial Intelligence Market

35. Assortment Gap Analysis Artificial Intelligence Market High Potential Countries, Segments and Strategies

• 35.1 Assortment Gap Analysis Artificial Intelligence Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Assortment Gap Analysis Artificial Intelligence Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Assortment Gap Analysis Artificial Intelligence Market In 2029 - 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