Swarm Intelligence Market

Global Swarm Intelligence Market Size (2024 to 2029)

The global swarm intelligence market was worth USD 40 million in 2023 and USD 190 million by 2029, growing at a CAGR of 30% during the forecast period.

The term swarm intelligence is nothing but the study of self-organized, and decentralized systems whereas it is one of the forms of the critical intelligence. Human Artefacts is one of the main domain of the swarm intelligence. Swarm intelligence involves taking what scientists have learned from observing nature and applying those concepts to machines especially in software and robotics. These robotic swarm are simple and also these agents are made up of sonar, radar, or the cameras to collect the information and also the environment around them. The rising adoption of warm based drones in the military is a factor that is expected to lead the Swarm Intelligence market during the forecast period.

MARKET DRIVERS

Rising need for swarm intelligence in the transportation business is expected to play an essential role in the growth of market of Swarm Intelligence across the globe.

Another factor such as increasing usage of swarm intelligence foe solving the big data problems, rising adoption of swarm based drones in the military which influence the growth of Swarm Intelligence market during the forecast period. Rising adoption of automated devices such as drones, robots, automation technologies since these devices tend to provide the improved efficiency and accuracy are some of the major driving factors which promotes the growth of the revenue rate of Swarm Intelligence market during the forecast period. High demand of swarm intelligence technology in the transportation and logistics, integration of artificial intelligence algorithms and internet of things and big data hurdles are some of the major driving factors which promotes the growth of the market of swarm intelligence during the forecast period.

MARKET RESTRAINTS

Security and privacy issues is one of the important barriers to market growth. Also, the lack of skilled swarm based professional’s acts as an important deterrent to the growth of the Swarm Intelligence market.

Impact of COVID-19 on the Global Swarm Intelligence Market

Due to the COVID pandemic, all the industries have severely affected and because of the lockdown enforcements, restrictions on movements of non-essential goods as well as the resources in various countries across the globe has disrupted the supply chain of electronic components and networking equipment which has led the delay of electronic components which are required in manufacturing of the network equipment. Increasing demand for higher penetration of ecommerce, digital payments, widespread deployment of Big Data, there is an increase in the use of automation and after the situation become normal also the market will have an impeccable growth rate in the future.

REPORT COVERAGE

SEGMENTAL ANALYSIS

Global Swarm Intelligence Market Analysis By Model Type

the Swarm Intelligence Market is divided into particle swarm optimization, ant colony optimization and other model types. The ant colony optimization segment held the prominent share due to increasing adoption of this algorithm in real time applications to provide the optimal solutions and this segment is predicted to hold the dominance throughout the forecast period. The particle swarm optimization segment is expected to increase the market growth in the upcoming years.

Global Swarm Intelligence Market Analysis By Capability Type

the Swarm Intelligence Market is divided into routing, clustering, scheduling and optimization. The optimization segment holds the major share of the market and this region is expected to hold the dominance during the forecast period since the optimization is a way to solve the problem with the best combination of solutions under the given constraints whereas these types of problems are hard to solve because of the availability of large number of possible solutions. Some of the swarm intelligence algorithms such as particle swarm optimization, ant colony optimization and proprietary algorithms are used to find the best optimal solution among the different solutions.

Global Swarm Intelligence Market Analysis By Application

the Swarm Intelligence Market is divided into human swarming, drones and robotics. The robotics application segment held prominent share of the market among the other segments due to the factors such as increasing use of swarm robots in industries such as agriculture, and automotive. This robotics application segment is expected to hold the dominance during the forecast period.

Global Swarm Intelligence Market Analysis By Organizational Size

the Swarm Intelligence Market is divided into small and medium enterprise and large enterprise. The small and medium size enterprises segment holds the major share of the market and will hold the dominance during the outlook period.

Global Swarm Intelligence Market Analysis By End User

the Swarm Intelligence Market is divided into robotics and automation, transportation and logistics, healthcare and other end users. Among these segments, the robotics and automation segment holds the major share of the market.

REGIONAL ANALYSIS

Asia Pacific region hold the prominent share of the market due to the factors such as the increasing of investments in the field of Unarmed Aerial vehicles. Furthermore, growing procurement of UAVs by the defends sector in the region especially in some of the countries such as India and China propels the growth of the market. The Asia Pacific region is expected to hold the dominance during the forecast period.

North America region is expected to increase the market value due to the technological advancements, rising adoption of swarm-based drones in the military. Furthermore, the strategic collaborations and partnership of key players in the region helps the growth of the market.

Europe region is also expected to increase the market growth due to High demand of swarm intelligence technology in the transportation and logistics, integration of artificial intelligence algorithms and internet of things and big data hurdles and technological advancements to improve the production.

KEY PLAYERS IN THE GLOBAL SWARM INTELLIGENCE MARKET

Key market participants of Swarm Intelligence market are Unanimous A.I. (US), AxonAI (US), Swarm Technology (US), DoBots (Netherlands), Hydromea (Switzerland), Sentien Robotics (US), SSI Schäfer - Fritz Schäfer (Germany), Valutico (Austria), Enswarm (UK), Power-Blox (Switzerland), and others.

DETAILED SEGMENTATION OF THE GLOBAL SWARM INTELLIGENCE MARKET INCLUDED IN THIS REPORT

The global swarm intelligence market is segmented based on model type, capability type, application, organizational size, end user, and region.

By Model Type

• Particle Swarm Optimization             

• Ant Colony Optimization      

• other model types

By Capability Type

• routing     

• clustering

• scheduling               

• optimization         

By Application

• human swarming 

• drones      

• robotics    

By Organizational Size

• small and medium enterprises       

• large enterprises  

By End User

• robotics and automation  

• transportation and logistics              

• healthcare              

• other end users    

By Region

• North America

  • The United States

  • Canada

  • Rest of North America

• Europe

  • The United Kingdom

  • Spain

  • Germany

  • Italy

  • France

  • Rest of Europe

• The Asia Pacific

  • India

  • Japan

  • China

  • Australia

  • Singapore

  • Malaysia

  • South Korea

  • New Zealand

  • Southeast Asia

• Latin America

  • Brazil

  • Argentina

  • Mexico

  • Rest of LATAM

• The Middle East and Africa

  • Saudi Arabia

  • UAE

  • Lebanon

  • Jordan

  • Cyprus