Swarm Robotics Market Segmentation by Model (Particle Swarm Optimization, Ant Colony Optimization, and Others); by Capability (Clustering, Optimization, Scheduling, and Routing) – Global Demand Analysis & Opportunity Outlook 2030

Buy Now Report ID: 3099 | Published Date: Feb 10, 2023

Global Swarm Robotics Market Regional Synopsis

On the basis of geographical analysis, the swarm robotics market is segmented into five major regions including North America, Europe, Asia Pacific, Latin America and the Middle East & Africa. The market in the North America region is estimated to grab the largest market share and witness the highest CAGR over the forecast period on the back of increasing demand for route analytics and automation in retail e-commerce industry, and the increasing scope of artificial intelligence for diagnosis and treatment of diseases. Furthermore, the United States is projected to be a major contributor to the market growth in the region owing to the high military expenditure. The United States has spent the largest amount on military in the last five years. The amount totaled to more than USD 775 billion in the year 2020. Moreover, Asia Pacific is also evaluated to witness significant market growth during the forecast period, which can be ascribed to intensifying technological developments in the robotics sector in the region, especially in countries such as China, Japan, Korea and India.


The swarm robotics market is further classified on the basis of region as follows:

  • North America (U.S. & Canada) Market size, Y-O-Y growth & Opportunity Analysis
  • Latin America (Brazil, Mexico, Argentina, Rest of Latin America) Market size, Y-O-Y growth & Opportunity Analysis
  • Europe (U.K., Germany, France, Italy, Spain, Hungary, Belgium, Netherlands & Luxembourg, NORDIC, Poland, Turkey, Russia, Rest of Europe) Market size, Y-O-Y growth & Opportunity Analysis
  • Asia-Pacific (China, India, Japan, South Korea, Indonesia, Malaysia, Australia, New Zealand, Rest of Asia-Pacific) Market size, Y-O-Y growth & Opportunity Analysis
  • Middle East and Africa (Israel, GCC (Saudi Arabia, UAE, Bahrain, Kuwait, Qatar, Oman), North Africa, South Africa, Rest of Middle East and Africa) Market size, Y-O-Y growth & Opportunity Analysis

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Major Macro-Economic Indicators Impacting the Market Growth


The never-ending growth in internet accessibility around the world along with numerous technological advancements comprising 5G, blockchain, cloud services, Internet of Things (IoT), and Artificial Intelligence (AI) among others have significantly boosted the economic growth in the last two decades. As of April 2021, there were more than 4.5 billion users that were actively using the internet globally. Moreover, the growth in ICT sector has significantly contributed towards GDP growth, labor productivity, and R&D spending among other transformations of economies in different nations of the globe. Furthermore, the production of goods and services in the ICT sector is also contributing to the economic growth and development. As per the statistics in the United Nations Conference on Trade and Development’s database, the ICT good exports (% of total good exports) globally grew from 10.816 in 2015 to 11.536 in 2019. In 2019, these exports in Hong Kong SAR, China amounted to 56.65%, 25.23% in East Asia & Pacific, 26.50% in China, 25.77% in Korea, Rep., 8.74% in the United States, and 35.01% in Vietnam. These are some of the important factors that are boosting the growth of the market.

Market Segmentation


Our in-depth analysis of the swarm robotics market includes the following segments:

By Model

  • Particle Swarm Optimization
  • Ant Colony Optimization
  • Others

By Capability

  • Clustering
  • Optimization
  • Scheduling
  • Routing

Growth Drivers

  • Rising Adoption of Swarm Based Drones in the Military
  • Increasing Applications of Swarm Technology in Transportation Business


  • Low Awareness About this Technology in Developing Nations

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Top Featured Companies Dominating the Market

    • Hydromea SA

      • Company Overview
      • Business Strategy
      • Key Product Offerings
      • Financial Performance
      • Key Performance Indicators
      • Risk Analysis
      • Recent Development
      • Regional Presence
      • SWOT Analysis
    • DoBots
    • Unanimous A.I., Inc.
    • Swarm Technology
    • Axon Enterprise, Inc.
    • Schaefer Systems International Pvt Ltd
    • Web Value GmbH
    • Enswarm
    • Power-Blox AG
    • Sentien Robotics



In The News

  • May 11, 2021: Hydromea unveiled world’s first wireless compact underwater drone that is capable to provide live HD video feedback.
  • March 5, 2019: Unanimous AI launched swarm, which is a platform to amplify business decision making with artificial intelligence.


Global Economic Impact

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Despite Inflation & Fearing Recession, Businesses Across the Globe Expected to Do Better in 2023:

In 2023, market players might incur losses due to huge gap in currency translation followed by contracting revenues, shrinking profit margins & cost pressure on logistics and supply chain.
Controlling Inflation has become the first priority for global economies from last quarter of 2022 and to be followed in 2023. With skewed economic situations, rise in interest rate by governments to control spending and inflation, spiked oil and gas prices, high inflation, geo-political issues including U.S. & China trade war, Russia-Ukraine conflict to intensify the global economic issues.
The interest rates in the U.S. may be less sensitive in 2023 as compared to 2022; sigh of relief for businesses. Positive business sentiments, healthy business balance sheets, growth in construction spending (private construction value in 2022 stood at $1,429.2 billion, 11.7 percent (±1.0 percent) above the $1,279.5 billion spent in 2021, Residential construction in 2022 was $899.1 billion, up by 13.3 percent (±2.1 percent) from $793.7 billion in 2021, non-residential construction touched $530.1 billion, 9.1 percent (±1.0 percent) above the $485.8 billion in 2021.) showcases minimal impact of recession in the country.
Similarly, spiked spending in the European and major Asia economics including, India, China & Japan to showcase less impact on the global demand.

Author Credits:  Ipsheeta Dash, Sadaf Naaz

Key Questions Answered in the Report

1) What are the major factors driving the growth of the swarm robotics market?

Ans: The major market growth drivers are rising adoption of swarm based drones in the military and increasing applications of swarm technology in transportation business.

2) What would be the CAGR of swarm robotics market over the forecast period?

Ans: The market is anticipated to attain a robust CAGR over the forecast period, i.e., 2021 – 2030.

3) What are the challenges affecting the swarm robotics market growth?

Ans: Lack of awareness about this technology in developing nations is estimated to hamper the market growth.

4) Which region will provide more business opportunities for growth of swarm robotics market in future?

Ans: North America will provide more business opportunities to the market on the back of increasing demand for route analytics and automation in retail e-commerce sector.

5) Who are the major players dominating the swarm robotics market?

Ans: The major players in the market are DoBots, Unanimous A.I., Inc., Swarm Technology, Axon Enterprise, Inc., and others.

6) How are the company profiles selected?

Ans: The company profiles are selected based on the revenues generated from the product segment, geographical presence of the company which determine the revenue generating capacity as well as the new products being launched into the market by the company.

7) What are the segments in the swarm robotics market?

Ans: The market is segmented by model, capability, and by region.

8) Which segment captures the largest market size in the model segment in the swarm robotics market?

Ans: The ant colony optimization segment is anticipated to hold largest market size and is estimated to grow at a notable CAGR over the forecast period and display significant growth opportunities.

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