세계의 스웜 인텔리전스 시장(2025-2029년)

The swarm intelligence market is forecasted to grow by USD 285.1 mn during 2024-2029, accelerating at a CAGR of 31.5% during the forecast period. The report on the swarm intelligence 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 increasing demand for autonomous and collaborative systems, advancements in artificial intelligence and machine learning, and proliferation of internet of things.

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 swarm intelligence market is segmented as below:

By Method

• ACO
• PSO
• Others

By Capacity

• Optimization
• Clustering
• Scheduling
• Routing

By Application

• Robotics
• Drones
• Human swarming

By End-user

• Transportation and logistics
• Robotics and automation
• Healthcare
• Retail

By Geographical Landscape

• North America
• APAC
• Europe
• South America
• Middle East and Africa

This study identifies the integration of swarm intelligence with edge computing as one of the prime reasons driving the swarm intelligence market growth during the next few years. Also, rise of swarm robotics as a service and application of swarm intelligence in decentralized systems and blockchain will lead to sizable demand in the market.

The report on the swarm intelligence market covers the following areas:

• Swarm Intelligence Market sizing
• Swarm Intelligence Market forecast
• Swarm Intelligence 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 swarm intelligence market vendors that include Amazon.com Inc., Atos SE, Baidu Inc., Google LLC, Huawei Technologies Co. Ltd., Hydromea SA, Intel Corp., International Business Machines Corp., Kim Technologies, Microsoft Corp., NEC Corp., NVIDIA Corp., Oracle Corp., Palantir Technologies Inc., Robert Bosch GmbH, Samsung Electronics Co. Ltd., Siemens AG, and Unanimous A.I.. Also, the swarm intelligence 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 Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Method
  • Executive Summary - Chart on Market Segmentation by Capacity
  • Executive Summary - Chart on Market Segmentation by Application
  • Executive Summary - Chart on Market Segmentation by End-user
  • 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
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Five Forces Analysis

• 5.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 5.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 5.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 5.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 5.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 5.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 5.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

6 Market Segmentation by Method

• 6.1 Market segments
  • Chart on Method - Market share 2024-2029 (%)
  • Data Table on Method - Market share 2024-2029 (%)
• 6.2 Comparison by Method
  • Chart on Comparison by Method
  • Data Table on Comparison by Method
• 6.3 ACO - Market size and forecast 2024-2029
  • Chart on ACO - Market size and forecast 2024-2029 ($ million)
  • Data Table on ACO - Market size and forecast 2024-2029 ($ million)
  • Chart on ACO - Year-over-year growth 2024-2029 (%)
  • Data Table on ACO - Year-over-year growth 2024-2029 (%)
• 6.4 PSO - Market size and forecast 2024-2029
  • Chart on PSO - Market size and forecast 2024-2029 ($ million)
  • Data Table on PSO - Market size and forecast 2024-2029 ($ million)
  • Chart on PSO - Year-over-year growth 2024-2029 (%)
  • Data Table on PSO - Year-over-year growth 2024-2029 (%)
• 6.5 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 6.6 Market opportunity by Method
  • Market opportunity by Method ($ million)
  • Data Table on Market opportunity by Method ($ million)

7 Market Segmentation by Capacity

• 7.1 Market segments
  • Chart on Capacity - Market share 2024-2029 (%)
  • Data Table on Capacity - Market share 2024-2029 (%)
• 7.2 Comparison by Capacity
  • Chart on Comparison by Capacity
  • Data Table on Comparison by Capacity
• 7.3 Optimization - Market size and forecast 2024-2029
  • Chart on Optimization - Market size and forecast 2024-2029 ($ million)
  • Data Table on Optimization - Market size and forecast 2024-2029 ($ million)
  • Chart on Optimization - Year-over-year growth 2024-2029 (%)
  • Data Table on Optimization - Year-over-year growth 2024-2029 (%)
• 7.4 Clustering - Market size and forecast 2024-2029
  • Chart on Clustering - Market size and forecast 2024-2029 ($ million)
  • Data Table on Clustering - Market size and forecast 2024-2029 ($ million)
  • Chart on Clustering - Year-over-year growth 2024-2029 (%)
  • Data Table on Clustering - Year-over-year growth 2024-2029 (%)
• 7.5 Scheduling - Market size and forecast 2024-2029
  • Chart on Scheduling - Market size and forecast 2024-2029 ($ million)
  • Data Table on Scheduling - Market size and forecast 2024-2029 ($ million)
  • Chart on Scheduling - Year-over-year growth 2024-2029 (%)
  • Data Table on Scheduling - Year-over-year growth 2024-2029 (%)
• 7.6 Routing - Market size and forecast 2024-2029
  • Chart on Routing - Market size and forecast 2024-2029 ($ million)
  • Data Table on Routing - Market size and forecast 2024-2029 ($ million)
  • Chart on Routing - Year-over-year growth 2024-2029 (%)
  • Data Table on Routing - Year-over-year growth 2024-2029 (%)
• 7.7 Market opportunity by Capacity
  • Market opportunity by Capacity ($ million)
  • Data Table on Market opportunity by Capacity ($ million)

8 Market Segmentation by Application

• 8.1 Market segments
  • Chart on Application - Market share 2024-2029 (%)
  • Data Table on Application - Market share 2024-2029 (%)
• 8.2 Comparison by Application
  • Chart on Comparison by Application
  • Data Table on Comparison by Application
• 8.3 Robotics - Market size and forecast 2024-2029
  • Chart on Robotics - Market size and forecast 2024-2029 ($ million)
  • Data Table on Robotics - Market size and forecast 2024-2029 ($ million)
  • Chart on Robotics - Year-over-year growth 2024-2029 (%)
  • Data Table on Robotics - Year-over-year growth 2024-2029 (%)
• 8.4 Drones - Market size and forecast 2024-2029
  • Chart on Drones - Market size and forecast 2024-2029 ($ million)
  • Data Table on Drones - Market size and forecast 2024-2029 ($ million)
  • Chart on Drones - Year-over-year growth 2024-2029 (%)
  • Data Table on Drones - Year-over-year growth 2024-2029 (%)
• 8.5 Human swarming - Market size and forecast 2024-2029
  • Chart on Human swarming - Market size and forecast 2024-2029 ($ million)
  • Data Table on Human swarming - Market size and forecast 2024-2029 ($ million)
  • Chart on Human swarming - Year-over-year growth 2024-2029 (%)
  • Data Table on Human swarming - Year-over-year growth 2024-2029 (%)
• 8.6 Market opportunity by Application
  • Market opportunity by Application ($ million)
  • Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 9.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 9.3 Transportation and logistics - Market size and forecast 2024-2029
  • Chart on Transportation and logistics - Market size and forecast 2024-2029 ($ million)
  • Data Table on Transportation and logistics - Market size and forecast 2024-2029 ($ million)
  • Chart on Transportation and logistics - Year-over-year growth 2024-2029 (%)
  • Data Table on Transportation and logistics - Year-over-year growth 2024-2029 (%)
• 9.4 Robotics and automation - Market size and forecast 2024-2029
  • Chart on Robotics and automation - Market size and forecast 2024-2029 ($ million)
  • Data Table on Robotics and automation - Market size and forecast 2024-2029 ($ million)
  • Chart on Robotics and automation - Year-over-year growth 2024-2029 (%)
  • Data Table on Robotics and automation - Year-over-year growth 2024-2029 (%)
• 9.5 Healthcare - Market size and forecast 2024-2029
  • Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Chart on Healthcare - Year-over-year growth 2024-2029 (%)
  • Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
• 9.6 Retail - Market size and forecast 2024-2029
  • Chart on Retail - Market size and forecast 2024-2029 ($ million)
  • Data Table on Retail - Market size and forecast 2024-2029 ($ million)
  • Chart on Retail - Year-over-year growth 2024-2029 (%)
  • Data Table on Retail - Year-over-year growth 2024-2029 (%)
• 9.7 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

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

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.4 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.7 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.10 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.11 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.12 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.13 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 11.14 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.15 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.16 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.17 Australia - Market size and forecast 2024-2029
  • Chart on Australia - Market size and forecast 2024-2029 ($ million)
  • Data Table on Australia - Market size and forecast 2024-2029 ($ million)
  • Chart on Australia - Year-over-year growth 2024-2029 (%)
  • Data Table on Australia - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Amazon.com Inc.
  • Amazon.com Inc. - Overview
  • Amazon.com Inc. - Business segments
  • Amazon.com Inc. - Key news
  • Amazon.com Inc. - Key offerings
  • Amazon.com Inc. - Segment focus
  • SWOT
• 14.5 Atos SE
  • Atos SE - Overview
  • Atos SE - Business segments
  • Atos SE - Key news
  • Atos SE - Key offerings
  • Atos SE - Segment focus
  • SWOT
• 14.6 Baidu Inc.
  • Baidu Inc. - Overview
  • Baidu Inc. - Business segments
  • Baidu Inc. - Key offerings
  • Baidu Inc. - Segment focus
  • SWOT
• 14.7 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.8 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Product / Service
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
  • SWOT
• 14.9 Hydromea SA
  • Hydromea SA - Overview
  • Hydromea SA - Product / Service
  • Hydromea SA - Key offerings
  • SWOT
• 14.10 Intel Corp.
  • Intel Corp. - Overview
  • Intel Corp. - Business segments
  • Intel Corp. - Key news
  • Intel Corp. - Key offerings
  • Intel Corp. - Segment focus
  • SWOT
• 14.11 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
  • SWOT
• 14.12 Kim Technologies
  • Kim Technologies - Overview
  • Kim Technologies - Product / Service
  • Kim Technologies - Key offerings
  • SWOT
• 14.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.14 NEC Corp.
  • NEC Corp. - Overview
  • NEC Corp. - Business segments
  • NEC Corp. - Key news
  • NEC Corp. - Key offerings
  • NEC Corp. - Segment focus
  • SWOT
• 14.15 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 14.16 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
  • SWOT
• 14.17 Palantir Technologies Inc.
  • Palantir Technologies Inc. - Overview
  • Palantir Technologies Inc. - Product / Service
  • Palantir Technologies Inc. - Key offerings
  • SWOT
• 14.18 Robert Bosch GmbH
  • Robert Bosch GmbH - Overview
  • Robert Bosch GmbH - Product / Service
  • Robert Bosch GmbH - Key news
  • Robert Bosch GmbH - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations