群体智慧市场规模、份额和成长分析（按模型、部署类型、最终用户和地区划分）－2026-2033年产业预测

预计到 2024 年，全球群体智慧市场规模将达到 13.9 亿美元，到 2025 年将达到 16.1 亿美元，到 2033 年将达到 52 亿美元，在预测期（2026-2033 年）内，复合年增长率将达到 15.8%。

全球群体智慧市场正经历显着成长，这主要得益于技术进步以及国防、物流、运输和智慧城市等领域日益增长的需求。对先进监控和协作策略的需求正推动政府机构和私人企业采用群体智慧解决方案。这项技术正在推动製造业的应用，使组装、检验和仓储等各种流程中的车队自动化更加有效率。此外，医疗保健产业也在利用群体智慧技术进行药物研发和机器人手术。人工智慧、机器学习、物联网、扩增实境(AR) 和虚拟实境 (VR) 的融合正在重塑这一市场，实现高级数据分析、基于区块链的安全协作以及即时监控，从而提高营运效率和培训效果。

全球群体智慧市场驱动因素

处理大量资料带来的挑战以及传统集中式系统的低效，推动了对分散式系统的需求，也为群体智慧的整合提供了巨大的机会。这项技术的优势正日益在各个应用领域得到认可，包括管理自主无人机群、优化仓库运营的机器人集群以及改进分散式感测器网路。借助群体智能，企业可以提高营运效率、简化流程并适应不断变化的市场需求，从而在以创新和效率为先的竞争环境中占据有利地位。

限制全球群体智慧市场的因素

全球群体智慧市场面临许多高成本，主要源自于整合智慧系统所需的高额投资，而这些系统需要复杂的处理单元和先进的硬体。此外，开发过程也因昂贵的硬体原型製作、客製化韧体开发和高级软体优化而变得复杂，所有这些都推高了开发和部署成本。同时，技术的快速发展使得现有系统很快就过时，因此需要持续投资进行更新和升级，以跟上最新的技术进步。这些因素都为希望进入或拓展该市场的公司设置了障碍。

全球群体智慧市场趋势

随着越来越多的机构利用群体智慧技术进行高阶金融分析和数据驱动决策，全球群体智慧市场正经历显着成长。利用分散式系统的集体行为，企业能够处理大量数据，识别新兴趋势，并以惊人的准确度预测市场波动。这一趋势的驱动力源于该技术固有的异常检测和风险评估能力，这些能力最大限度地减少了传统模型中常见的偏差。此外，群体智慧系统的柔软性和扩充性使其对那些希望在快速变化的市场环境中优化投资策略并提高整体预测准确性的金融机构而言，尤其具有吸引力。

目录

介绍

• 调查目标
• 调查范围
• 定义

调查方法

• 资讯收集
• 二手资料和一手资料方法
• 市场规模预测
• 市场假设与限制

执行摘要

• 全球市场展望
• 供需趋势分析
• 细分市场机会分析

市场动态与展望

• 市场规模
• 市场动态
  • 驱动因素和机会
  • 限制与挑战
• 波特分析

关键市场考察

• 关键成功因素
• 竞争程度
• 关键投资机会
• 市场生态系统
• 市场吸引力指数（2025）
• PESTEL 分析
• 总体经济指标
• 价值链分析
• 定价分析
• 技术分析
• 案例研究

全球群体智慧市场规模（按模型和复合年增长率划分）（2026-2033 年）

• ACO
• PSO
• ABC

全球群体智慧市场规模（按部署类型和复合年增长率划分）（2026-2033 年）

• 本地部署
• 云

全球群体智慧市场规模（按最终用户和复合年增长率划分）（2026-2033 年）

• BFSI
• 卫生保健
• 零售
• 製造业
• 资讯科技/通讯
• 其他的

全球群体智慧市场规模及复合年增长率（2026-2033）

• 北美洲
  • 美国
  • 加拿大
• 欧洲
  • 德国
  • 西班牙
  • 法国
  • 英国
  • 义大利
  • 其他欧洲地区
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 韩国
  • 亚太其他地区
• 拉丁美洲
  • 巴西
  • 其他拉丁美洲地区
• 中东和非洲
  • 海湾合作委员会国家
  • 南非
  • 其他中东和非洲地区

竞争资讯

• 前五大公司对比
• 主要企业的市场定位（2025 年）
• 主要市场参与者所采取的策略
• 近期市场趋势
• 公司市占率分析（2025 年）
• 主要企业公司简介
  • 公司详情
  • 产品系列分析
  • 依业务板块进行公司股票分析
  • 2023-2025年营收年比比较

主要企业简介

• Unanimous AI
• Swarm Systems Ltd.
• Sentien Robotics
• Axon AI
• Brainalyzed
• ConvergentAI
• Enswarm
• Grey Orange
• Kim Technologies
• Myrmex Robotics
• NetBeez
• Power-Blox
• Resson Aerospace
• SwarmFarm Robotics

结论与建议

Global Swarm Intelligence Market size was valued at USD 1.39 Billion in 2024 and is poised to grow from USD 1.61 Billion in 2025 to USD 5.2 Billion by 2033, growing at a CAGR of 15.8% during the forecast period (2026-2033).

The global swarm intelligence market is experiencing significant growth, driven by advancements in technology and increasing interest from sectors such as defense, logistics, transportation, and smart city initiatives. The demand for sophisticated surveillance and coordinated strategies is leading both government entities and private firms to implement swarm intelligence solutions. This technology efficiently automates fleets in various processes like assembly, inspection, and warehouse management, boosting its application in manufacturing. Additionally, the healthcare sector leverages swarm technology for drug discovery and robotic surgery. The integration of AI, machine learning, IoT, augmented reality, and virtual reality is reshaping this market, enhancing data analysis, ensuring secure coordination through blockchain, and enabling real-time monitoring for improved operational efficiency and training.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Swarm Intelligence market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data.

Global Swarm Intelligence Market Segments Analysis

Global Swarm Intelligence Market is segmented by Model, Deployment Type, End User and region. Based on Model, the market is segmented into ACO, PSO and ABC. Based on Deployment Type, the market is segmented into On-Premises and Cloud. Based on End User, the market is segmented into BFSI, Healthcare, Retail, Manufacturing, IT and Telecommunications and Others. Based on region, the market is segmented into North America, Europe, Asia Pacific, Latin America and Middle East & Africa.

Driver of the Global Swarm Intelligence Market

The growing need for decentralized systems, driven by the challenges associated with handling vast amounts of data and the inefficiencies of traditional centralized systems, presents significant opportunities for the integration of swarm intelligence. This technology is increasingly recognized for its benefits in various applications, such as managing autonomous drone fleets, optimizing robotic swarms for warehouse operations, and improving distributed sensor networks. By harnessing swarm intelligence, organizations can enhance their operational efficiency, streamline processes, and adapt to evolving market demands, positioning themselves favorably in a competitive landscape that prioritizes innovation and effectiveness.

Restraints in the Global Swarm Intelligence Market

The Global Swarm Intelligence market faces significant restraints primarily due to the considerable investments necessary for the integration of intelligent systems, which demand high-processing units and advanced hardware. The development process is further compounded by the need for costly hardware prototyping, bespoke firmware development, and sophisticated software optimization, all of which contribute to elevated development and deployment costs. Additionally, the rapid evolution of technology renders existing systems obsolete in a short period, necessitating continuous investments in updates and upgrades to keep pace with current advancements. These factors create barriers for companies looking to enter or expand within this market.

Market Trends of the Global Swarm Intelligence Market

The Global Swarm Intelligence market is experiencing significant growth as organizations increasingly leverage swarm technology for enhanced financial analysis and data-driven decision-making. By harnessing the collective behavior of decentralized systems, firms are able to process vast amounts of data, pinpoint emerging trends, and forecast market fluctuations with remarkable precision. This trend is propelled by the technology's innate capabilities in anomaly detection and risk assessment, minimizing biases typically found in traditional models. Moreover, the flexibility and scalability of swarm systems make them particularly attractive for financial institutions seeking to optimize investment strategies and improve overall predictive accuracy in a rapidly evolving market landscape.

Table of Contents

Introduction

• Objectives of the Study
• Scope of the Report
• Definitions

Research Methodology

• Information Procurement
• Secondary & Primary Data Methods
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Global Market Outlook
• Supply & Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Overview
• Market Size
• Market Dynamics
  • Drivers & Opportunities
  • Restraints & Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of substitute
  • Bargaining power of buyers
  • Threat of new entrants
  • Bargaining power of suppliers

Key Market Insights

• Key Success Factors
• Degree of Competition
• Top Investment Pockets
• Market Ecosystem
• Market Attractiveness Index, 2025
• PESTEL Analysis
• Macro-Economic Indicators
• Value Chain Analysis
• Pricing Analysis
• Technology Analysis
• Case Studies

Global Swarm Intelligence Market Size by Model & CAGR (2026-2033)

• Market Overview
• ACO
• PSO
• ABC

Global Swarm Intelligence Market Size by Deployment Type & CAGR (2026-2033)

• Market Overview
• On-Premises
• Cloud

Global Swarm Intelligence Market Size by End User & CAGR (2026-2033)

• Market Overview
• BFSI
• Healthcare
• Retail
• Manufacturing
• IT and Telecommunications
• Others

Global Swarm Intelligence Market Size & CAGR (2026-2033)

• North America (Model, Deployment Type, End User)
  • US
  • Canada
• Europe (Model, Deployment Type, End User)
  • Germany
  • Spain
  • France
  • UK
  • Italy
  • Rest of Europe
• Asia Pacific (Model, Deployment Type, End User)
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America (Model, Deployment Type, End User)
  • Brazil
  • Rest of Latin America
• Middle East & Africa (Model, Deployment Type, End User)
  • GCC Countries
  • South Africa
  • Rest of Middle East & Africa

Competitive Intelligence

• Top 5 Player Comparison
• Market Positioning of Key Players, 2025
• Strategies Adopted by Key Market Players
• Recent Developments in the Market
• Company Market Share Analysis, 2025
• Company Profiles of All Key Players
  • Company Details
  • Product Portfolio Analysis
  • Company's Segmental Share Analysis
  • Revenue Y-O-Y Comparison (2023-2025)

Key Company Profiles

• Unanimous AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Swarm Systems Ltd.
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Sentien Robotics
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Axon AI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Brainalyzed
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• ConvergentAI
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Enswarm
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Grey Orange
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Kim Technologies
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Myrmex Robotics
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• NetBeez
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Power-Blox
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Resson Aerospace
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SwarmFarm Robotics
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments

Conclusion & Recommendations