AI 수요 예측 소프트웨어 시장(2026-2030년)

The global ai demand forecasting software market is forecasted to grow by USD 776.9 mn during 2025-2030, accelerating at a CAGR of 13.3% during the forecast period. The report on the global ai demand forecasting software market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of multi-channel retail and e-commerce complexity, integration of real-time supply chain data and internet of things infrastructure, corporate sustainability mandates and waste reduction initiatives.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global ai demand forecasting software market is segmented as below:

By Deployment

• Cloud-based
• On-premises
• Hybrid

By End-User

• Large enterprises
• SMEs

By Application

• Demand planning
• Inventory forecasting
• Sales forecasting
• Supply chain planning
• Production planning

Geography

• North America
  • US
  • Canada
  • Mexico
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • The Netherlands
• APAC
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Indonesia
• Middle East and Africa
  • UAE
  • South Africa
  • Turkey
• South America
  • Brazil
  • Argentina
  • Colombia
• Rest of World (ROW)

This study identifies the generative ai and llm integration in demand forecasting systems as one of the prime reasons driving the global ai demand forecasting software market growth during the next few years. Also, transition to continuous cognitive forecasting and active learning loop architectures and prioritization of explainable ai and model transparency will lead to sizable demand in the market.

The report on the global ai demand forecasting software market covers the following areas:

• Global ai demand forecasting software market sizing
• Global ai demand forecasting software market forecast
• Global ai demand forecasting software market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global ai demand forecasting software market vendors that include Amazon Web Services Inc., Anaplan Inc., Blue Yonder Group Inc., Coupa Software Inc., E2open Parent Holdings Inc., GMDH Inc., Google LLC, IBM Corp., Infor Inc., Kinaxis Inc., Logility SCS Inc., Microsoft Corp., o9 Solutions Inc., Oracle Corp., Peak AI, RELEX Solutions, SAP SE, Slimstock, Symphony Innovation LLC, ToolsGroup B.V.. Also, the global ai demand forecasting software market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2025
• 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

• 5.1 Global AI Demand Forecasting Software Market 2020 - 2024
  • Historic Market Size - Data Table on Global AI Demand Forecasting Software Market 2020 - 2024 ($ million)
• 5.2 Deployment segment analysis 2020 - 2024
  • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
• 5.3 End-user segment analysis 2020 - 2024
  • Historic Market Size - End-user Segment 2020 - 2024 ($ million)
• 5.4 Application segment analysis 2020 - 2024
  • Historic Market Size - Application Segment 2020 - 2024 ($ million)
• 5.5 Geography segment analysis 2020 - 2024
  • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
• 5.6 Country segment analysis 2020 - 2024
  • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

• 6.1 Impact of Geopolitical Conflicts on Global AI Demand Forecasting Software Market

7 Five Forces Analysis

• 7.1 Five forces summary
  • Five forces analysis - Comparison between 2025 and 2030
• 7.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2025 and 2030
• 7.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
• 7.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2025 and 2030
• 7.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2025 and 2030
• 7.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2025 and 2030
• 7.7 Market condition

8 Market Segmentation by Deployment

• 8.1 Market segments
• 8.2 Comparison by Deployment
• 8.3 Cloud-based - Market size and forecast 2025-2030
• 8.4 On-premises - Market size and forecast 2025-2030
• 8.5 Hybrid - Market size and forecast 2025-2030
• 8.6 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Large enterprises - Market size and forecast 2025-2030
• 9.4 SMEs - Market size and forecast 2025-2030
• 9.5 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Market Segmentation by Application

• 10.1 Market segments
• 10.2 Comparison by Application
• 10.3 Demand planning - Market size and forecast 2025-2030
• 10.4 Inventory forecasting - Market size and forecast 2025-2030
• 10.5 Sales forecasting - Market size and forecast 2025-2030
• 10.6 Supply chain planning - Market size and forecast 2025-2030
• 10.7 Production planning - Market size and forecast 2025-2030
• 10.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2025-2030
  • 12.3.1 US - Market size and forecast 2025-2030
  • 12.3.2 Canada - Market size and forecast 2025-2030
  • 12.3.3 Mexico - Market size and forecast 2025-2030
• 12.4 Europe - Market size and forecast 2025-2030
  • 12.4.1 Germany - Market size and forecast 2025-2030
  • 12.4.2 UK - Market size and forecast 2025-2030
  • 12.4.3 France - Market size and forecast 2025-2030
  • 12.4.4 Italy - Market size and forecast 2025-2030
  • 12.4.5 Spain - Market size and forecast 2025-2030
  • 12.4.6 The Netherlands - Market size and forecast 2025-2030
• 12.5 APAC - Market size and forecast 2025-2030
  • 12.5.1 China - Market size and forecast 2025-2030
  • 12.5.2 Japan - Market size and forecast 2025-2030
  • 12.5.3 India - Market size and forecast 2025-2030
  • 12.5.4 South Korea - Market size and forecast 2025-2030
  • 12.5.5 Australia - Market size and forecast 2025-2030
  • 12.5.6 Indonesia - Market size and forecast 2025-2030
• 12.6 Middle East and Africa - Market size and forecast 2025-2030
  • 12.6.1 Saudi Arabia - Market size and forecast 2025-2030
  • 12.6.2 UAE - Market size and forecast 2025-2030
  • 12.6.3 South Africa - Market size and forecast 2025-2030
  • 12.6.4 Israel - Market size and forecast 2025-2030
  • 12.6.5 Turkey - Market size and forecast 2025-2030
• 12.7 South America - Market size and forecast 2025-2030
  • 12.7.1 Brazil - Market size and forecast 2025-2030
  • 12.7.2 Argentina - Market size and forecast 2025-2030
  • 12.7.3 Colombia - Market size and forecast 2025-2030
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Proliferation of multi-channel retail and e-commerce complexity
  • Integration of real-time supply chain data and internet of things infrastructure
  • Corporate sustainability mandates and waste reduction initiatives
• 13.2 Market challenges
  • Data silos and poor legacy infrastructure interoperability
  • High implementation costs and shortage of specialized AI talent
  • Algorithmic bias and model drift in volatile economic environments
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2025 and 2030
• 13.4 Market opportunities
  • Generative AI and LLM integration in demand forecasting systems
  • Transition to continuous cognitive forecasting and active learning loop architectures
  • Prioritization of explainable AI and model transparency

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 15.5 Anaplan Inc.
  • Anaplan Inc. - Overview
  • Anaplan Inc. - Product / Service
  • Anaplan Inc. - Key offerings
  • SWOT
• 15.6 Blue Yonder Group Inc.
  • Blue Yonder Group Inc. - Overview
  • Blue Yonder Group Inc. - Product / Service
  • Blue Yonder Group Inc. - Key offerings
  • SWOT
• 15.7 Coupa Software Inc.
  • Coupa Software Inc. - Overview
  • Coupa Software Inc. - Product / Service
  • Coupa Software Inc. - Key offerings
  • SWOT
• 15.8 E2open Parent Holdings Inc.
  • E2open Parent Holdings Inc. - Overview
  • E2open Parent Holdings Inc. - Product / Service
  • E2open Parent Holdings Inc. - Key offerings
  • SWOT
• 15.9 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 15.10 Infor Inc.
  • Infor Inc. - Overview
  • Infor Inc. - Product / Service
  • Infor Inc. - Key offerings
  • SWOT
• 15.11 Kinaxis Inc.
  • Kinaxis Inc. - Overview
  • Kinaxis Inc. - Product / Service
  • Kinaxis Inc. - Key offerings
  • SWOT
• 15.12 Logility SCS Inc.
  • Logility SCS Inc. - Overview
  • Logility SCS Inc. - Product / Service
  • Logility SCS Inc. - Key offerings
  • SWOT
• 15.13 o9 Solutions Inc.
  • o9 Solutions Inc. - Overview
  • o9 Solutions Inc. - Product / Service
  • o9 Solutions Inc. - Key offerings
  • SWOT
• 15.14 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
  • SWOT
• 15.15 RELEX Solutions
  • RELEX Solutions - Overview
  • RELEX Solutions - Product / Service
  • RELEX Solutions - Key offerings
  • SWOT
• 15.16 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 15.17 Symphony Innovation LLC
  • Symphony Innovation LLC - Overview
  • Symphony Innovation LLC - Product / Service
  • Symphony Innovation LLC - Key offerings
  • SWOT
• 15.18 ToolsGroup B.V.
  • ToolsGroup B.V. - Overview
  • ToolsGroup B.V. - Product / Service
  • ToolsGroup B.V. - Key offerings
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations