Market Summary
Research Methodology on AI Robots Market
1. Introduction
The purpose of this research is to investigate the potential market opportunities and threats arising from the use of AI robots in the modern market. The report studied will be the “AI Robots Market - Global Forecast to 2030” published by Market Research Future (MRFR). This methodology report outlines the directions, sources and methods employed to complete the research.
2. Research Objective
The objective of this research is to examine the potential market opportunities and threats associated with the use of AI robots in the current market. The research will involve exploring topics such as the current and future market size, drivers and restraints of the market, key industry players in the market, trends influencing the market and any other key information related to the AI robot market.
3. Research Design
This research employs a qualitative and quantitative methodology. The qualitative approach will involve exploring historical documents, industry reports and journals to understand the key trends and changes in the AI robots market. Quantitative analysis will involve using numerical methods such as comparison of industry figures, interviews with key industry players, customer surveys, and market forecasting techniques.
4. Data Sources
Data for this research will be sourced from a variety of sources including primary and secondary research. Primary research will include interviews with key industry players and customer surveys. Secondary research will include documents such as industry reports, trade journals and other related publications.
5. Sampling
For the primary research survey, a simple random sampling method will be employed. This will involve selecting a representative sample of industry players who will be surveyed to gain insights into the AI robots market. For the customer survey, a list of customers will be compiled and then 100 of them will be randomly selected for the survey.
6. Data Analysis
The data for the research will be analyzed using a combination of qualitative and quantitative techniques. Qualitative analysis will involve content analysis of documents and interviews, while quantitative analysis will involve the use of statistical methods such as mean, standard deviation and regression analysis.
7. Conclusion
This study has outlined a research methodology that can be used to investigate the potential market opportunities and threats created by AI robots in the modern market. The methodology included primary and secondary research techniques and both qualitative and quantitative analysis.
Market Size & Forecast
Report Attribute/Metric | Details |
Market Size 2023 | USD 8.77 Billion |
Market Size 2024 | USD 11.34 Billion |
Market Size 2032 | USD 89.47 Billion |
Compound Annual Growth Rate (CAGR) | 29.45% (2023-2032) |
Base Year | 2023 |
Forecast Period | 2024-2032 |
Historical Data | 2018-2022 |
Forecast Units | Value (USD Million) |
Report Coverage | Revenue Forecast, Competitive Landscape, Growth Factors, and Trends |
Segments Covered | By offering, type, technology, and application, |
Geographies Covered | North America, Europe, Asia Pacific, Middle East, Africa, and Latin America |
Countries Covered | The US, Canada, Mexico, UK, France, Italy, Spain, Germany, China, India, Japan, South Korea, GCC Countries, South Africa, Brazil, and Argentina. |
Key Companies Profiled | Nvidia Corporation, Abb Ltd, Intel Corporation, 1X, Google (Alphabet Inc), IBM Corporation, Hanson Robotics, Boston Dynamics, Xilinx Inc (AMD), Fanuc Corporation, KUKA AG , Blue Frog Robotics , Promobot , Vicarious FPC, Inc, Neurala Inc. ,Veo Robotics Inc, and Miso Robotics Inc |
Key Market Opportunities | Focus on developing robots with special application cases that works and add values.Increasing aging population worldwide boosting the demand for ai-based robots for elderly assistance |
Key Market | Growing adoption of industrial robotics.Rising adoption of AI Robots Market in the healthcare industryGrowing government supports towards the modern technology development |
Major Players
AI Robots Market Segmentation
AI Robots Offering Outlook (USD Million, 2018-2032)
-
Hardware
-
Software
AI Robots Type Outlook (USD Million, 2018-2032)
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
AI Robots Technology Outlook (USD Million, 2018-2032)
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
AI Robots Application Outlook (USD Million, 2018-2032)
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
AI Robots Regional Outlook (USD Million, 2018-2032)
-
North America Outlook (USD Million, 2018-2032)
-
North America AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
North America AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
North America AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
North America AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
US Outlook (USD Million, 2018-2032)
-
US AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
US AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
US AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
US AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Canada Outlook (USD Million, 2018-2032)
-
Canada AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Canada AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Canada AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Canada AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Mexico Outlook (USD Million, 2018-2032)
-
Mexico AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Mexico AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Mexico AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Mexico AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
-
Europe Outlook (USD Million, 2018-2032)
-
Europe AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Europe AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Europe AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Europe AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Germany Outlook (USD Million, 2018-2032)
-
Germany AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Germany AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Germany AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Germany AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
France Outlook (USD Million, 2018-2032)
-
France AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
France AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
France AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
France AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
UK Outlook (USD Million, 2018-2032)
-
UK AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
UK AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
UK AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
UK AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Italy Outlook (USD Million, 2018-2032)
-
Italy AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Italy AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Italy AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Italy AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Spain Outlook (USD Million, 2018-2032)
-
Spain AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Spain AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Spain AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Spain AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Rest Of Europe Outlook (USD Million, 2018-2032)
-
Rest of Europe AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Rest of Europe AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Rest of Europe AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Rest of Europe AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
-
Asia-Pacific Outlook (USD Million, 2018-2032)
-
Asia Pacific AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Asia Pacific AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Asia Pacific AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Asia Pacific AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
China Outlook (USD Million, 2018-2032)
-
China AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
China AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
China AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
China AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Japan Outlook (USD Million, 2018-2032)
-
Japan AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Japan AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Japan AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Japan AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
India Outlook (USD Million, 2018-2032)
-
India AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
India AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
India AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
India AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
South Korea Outlook (USD Million, 2018-2032)
-
South Korea AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
South Korea AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
South Korea AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
South Korea AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Rest of Asia-Pacific Outlook (USD Million, 2018-2032)
-
Rest of Asia Pacific AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Rest of Asia Pacific AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Rest of Asia Pacific AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Rest of Asia Pacific AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
-
Rest of the World Outlook (USD Million, 2018-2032)
-
Rest of the World AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Rest of the World AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Rest of the World AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Rest of the World AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Middle East Outlook (USD Million, 2018-2032)
-
Middle East & Africa AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Middle East & Africa AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Middle East & Africa AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Middle East & Africa AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
GCC Countries Outlook (USD Million, 2018-2032)
-
GCC Countries AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
GCC Countries AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
GCC Countries AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
GCC Countries AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
South Africa Outlook (USD Million, 2018-2032)
-
South Africa AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
South Africa AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
South Africa AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
South Africa AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Rest of Middle East & Africa Outlook (USD Million, 2018-2032)
-
Rest of Middle East & Africa AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Rest of Middle East & Africa AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Rest of Middle East & Africa AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Rest of Middle East & Africa AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
South America Outlook (USD Million, 2018-2032)
-
South America AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
South America AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
South America AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
South America AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Brazil Outlook (USD Million, 2018-2032)
-
Brazil AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Brazil AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Brazil AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Brazil AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Argentina Outlook (USD Million, 2018-2032)
-
Argentina AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Argentina AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Argentina AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Argentina AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Rest of South America Outlook (USD Million, 2018-2032)
-
Rest of South America AI Robots by Offering Outlook
-
Hardware
-
Software
-
-
Rest of South America AI Robots by Type Outlook
-
Service Robots
-
Ground
-
Aerial
-
Underwater
-
-
Industrial Robots
-
Traditional Industrial Robots
-
Collaborative Industrial Robots
-
-
-
Rest of South America AI Robots by Technology Outlook
-
Machine Learning
-
Context Awareness
-
Computer Vision
-
Natural Language Processing
-
-
Rest of South America AI Robots by Application Outlook
-
Law Enforcement
-
Military And Defense
-
Public Relations
-
Personal Assistance and Care
-
Education & Entertainment Robots,
-
Healthcare
-
Research & Space Exploration
-
Industrial
-
Stock Management
-
Others
-
-
Leave a Comment