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Global Digital Aquaculture Management System Market Research Report 2024

Published Date: July 2024

Report Code: QYRE-Auto-25I17498

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Global Digital Aquaculture Management System Market Research Report 2024

Code: QYRE-Auto-25I17498

Report

July 2024

Pages:79

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

AquaSpy

XpertSea

Cargill Inc

AKVA Group

Aquabyte

Bluegrove

Digital Aquaculture Management System Market

The digital aquaculture management system is a comprehensive management platform that integrates modern scientific and technological means such as the Internet of Things, sensor technology, data analysis and artificial intelligence. It is used to monitor and manage key parameters such as aquaculture environment, biological health status, feed input, production data, etc. in real time, and provide scientific decision-making support and optimization solutions to improve aquaculture efficiency, product quality and sustainability.

The global Digital Aquaculture Management System market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of %during the forecast period 2024-2030.

The digital aquaculture management system integrates advanced Internet of Things, sensors and data analysis technologies to achieve real-time monitoring and refined management of the entire breeding process, greatly improving breeding efficiency and product quality, reducing resource waste and environmental impact, and providing strong technical support and innovative impetus for the sustainable development of the aquaculture industry.

This report aims to provide a comprehensive presentation of the global market for Digital Aquaculture Management System, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Digital Aquaculture Management System.

The Digital Aquaculture Management System market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Digital Aquaculture Management System market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Digital Aquaculture Management System companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Digital Aquaculture Management System Market Report

Report Metric	Details
Report Name	Digital Aquaculture Management System Market
Segment by Type	Environmental Monitoring Service Biological Monitoring Service Others
Segment by Application	Individual Enterprise
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	AquaSpy, XpertSea, Cargill, AKVA Group, Aquabyte, Bluegrove
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Digital Aquaculture Management System company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Digital Aquaculture Management System Market report?

Ans: The main players in the Digital Aquaculture Management System Market are AquaSpy, XpertSea, Cargill, AKVA Group, Aquabyte, Bluegrove

What are the Application segmentation covered in the Digital Aquaculture Management System Market report?

Ans: The Applications covered in the Digital Aquaculture Management System Market report are Individual, Enterprise

What are the Type segmentation covered in the Digital Aquaculture Management System Market report?

Ans: The Types covered in the Digital Aquaculture Management System Market report are Environmental Monitoring Service, Biological Monitoring Service, Others

Recommended Reports

Aquaculture Technology

Digital Farm Solutions

Precision & Monitoring

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Digital Aquaculture Management System Market Size Growth Rate by Type: 2019 VS 2023 VS 2030

1.2.2 Environmental Monitoring Service

1.2.3 Biological Monitoring Service

1.2.4 Others

1.3 Market by Application

1.3.1 Global Digital Aquaculture Management System Market Growth by Application: 2019 VS 2023 VS 2030

1.3.2 Individual

1.3.3 Enterprise

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Digital Aquaculture Management System Market Perspective (2019-2030)

2.2 Global Digital Aquaculture Management System Growth Trends by Region

2.2.1 Global Digital Aquaculture Management System Market Size by Region: 2019 VS 2023 VS 2030

2.2.2 Digital Aquaculture Management System Historic Market Size by Region (2019-2024)

2.2.3 Digital Aquaculture Management System Forecasted Market Size by Region (2025-2030)

2.3 Digital Aquaculture Management System Market Dynamics

2.3.1 Digital Aquaculture Management System Industry Trends

2.3.2 Digital Aquaculture Management System Market Drivers

2.3.3 Digital Aquaculture Management System Market Challenges

2.3.4 Digital Aquaculture Management System Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Digital Aquaculture Management System Players by Revenue

3.1.1 Global Top Digital Aquaculture Management System Players by Revenue (2019-2024)

3.1.2 Global Digital Aquaculture Management System Revenue Market Share by Players (2019-2024)

3.2 Global Digital Aquaculture Management System Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by Digital Aquaculture Management System Revenue

3.4 Global Digital Aquaculture Management System Market Concentration Ratio

3.4.1 Global Digital Aquaculture Management System Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Digital Aquaculture Management System Revenue in 2023

3.5 Global Key Players of Digital Aquaculture Management System Head office and Area Served

3.6 Global Key Players of Digital Aquaculture Management System, Product and Application

3.7 Global Key Players of Digital Aquaculture Management System, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 Digital Aquaculture Management System Breakdown Data by Type

4.1 Global Digital Aquaculture Management System Historic Market Size by Type (2019-2024)

4.2 Global Digital Aquaculture Management System Forecasted Market Size by Type (2025-2030)

5 Digital Aquaculture Management System Breakdown Data by Application

5.1 Global Digital Aquaculture Management System Historic Market Size by Application (2019-2024)

5.2 Global Digital Aquaculture Management System Forecasted Market Size by Application (2025-2030)

6 North America

6.1 North America Digital Aquaculture Management System Market Size (2019-2030)

6.2 North America Digital Aquaculture Management System Market Growth Rate by Country: 2019 VS 2023 VS 2030

6.3 North America Digital Aquaculture Management System Market Size by Country (2019-2024)

6.4 North America Digital Aquaculture Management System Market Size by Country (2025-2030)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Digital Aquaculture Management System Market Size (2019-2030)

7.2 Europe Digital Aquaculture Management System Market Growth Rate by Country: 2019 VS 2023 VS 2030

7.3 Europe Digital Aquaculture Management System Market Size by Country (2019-2024)

7.4 Europe Digital Aquaculture Management System Market Size by Country (2025-2030)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Digital Aquaculture Management System Market Size (2019-2030)

8.2 Asia-Pacific Digital Aquaculture Management System Market Growth Rate by Country: 2019 VS 2023 VS 2030

8.3 Asia-Pacific Digital Aquaculture Management System Market Size by Region (2019-2024)

8.4 Asia-Pacific Digital Aquaculture Management System Market Size by Region (2025-2030)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Digital Aquaculture Management System Market Size (2019-2030)

9.2 Latin America Digital Aquaculture Management System Market Growth Rate by Country: 2019 VS 2023 VS 2030

9.3 Latin America Digital Aquaculture Management System Market Size by Country (2019-2024)

9.4 Latin America Digital Aquaculture Management System Market Size by Country (2025-2030)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Digital Aquaculture Management System Market Size (2019-2030)

10.2 Middle East & Africa Digital Aquaculture Management System Market Growth Rate by Country: 2019 VS 2023 VS 2030

10.3 Middle East & Africa Digital Aquaculture Management System Market Size by Country (2019-2024)

10.4 Middle East & Africa Digital Aquaculture Management System Market Size by Country (2025-2030)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 AquaSpy

11.1.1 AquaSpy Company Details

11.1.2 AquaSpy Business Overview

11.1.3 AquaSpy Digital Aquaculture Management System Introduction

11.1.4 AquaSpy Revenue in Digital Aquaculture Management System Business (2019-2024)

11.1.5 AquaSpy Recent Development

11.2 XpertSea

11.2.1 XpertSea Company Details

11.2.2 XpertSea Business Overview

11.2.3 XpertSea Digital Aquaculture Management System Introduction

11.2.4 XpertSea Revenue in Digital Aquaculture Management System Business (2019-2024)

11.2.5 XpertSea Recent Development

11.3 Cargill

11.3.1 Cargill Company Details

11.3.2 Cargill Business Overview

11.3.3 Cargill Digital Aquaculture Management System Introduction

11.3.4 Cargill Revenue in Digital Aquaculture Management System Business (2019-2024)

11.3.5 Cargill Recent Development

11.4 AKVA Group

11.4.1 AKVA Group Company Details

11.4.2 AKVA Group Business Overview

11.4.3 AKVA Group Digital Aquaculture Management System Introduction

11.4.4 AKVA Group Revenue in Digital Aquaculture Management System Business (2019-2024)

11.4.5 AKVA Group Recent Development

11.5 Aquabyte

11.5.1 Aquabyte Company Details

11.5.2 Aquabyte Business Overview

11.5.3 Aquabyte Digital Aquaculture Management System Introduction

11.5.4 Aquabyte Revenue in Digital Aquaculture Management System Business (2019-2024)

11.5.5 Aquabyte Recent Development

11.6 Bluegrove

11.6.1 Bluegrove Company Details

11.6.2 Bluegrove Business Overview

11.6.3 Bluegrove Digital Aquaculture Management System Introduction

11.6.4 Bluegrove Revenue in Digital Aquaculture Management System Business (2019-2024)

11.6.5 Bluegrove Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

AquaSpy

XpertSea

Cargill Inc

AKVA Group

Aquabyte

Bluegrove

List of Tables

Table 1. Global Digital Aquaculture Management System Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030

Table 2. Key Players of Environmental Monitoring Service

Table 3. Key Players of Biological Monitoring Service

Table 4. Key Players of Others

Table 5. Global Digital Aquaculture Management System Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030

Table 6. Global Digital Aquaculture Management System Market Size by Region (US$ Million): 2019 VS 2023 VS 2030

Table 7. Global Digital Aquaculture Management System Market Size by Region (2019-2024) & (US$ Million)

Table 8. Global Digital Aquaculture Management System Market Share by Region (2019-2024)

Table 9. Global Digital Aquaculture Management System Forecasted Market Size by Region (2025-2030) & (US$ Million)

Table 10. Global Digital Aquaculture Management System Market Share by Region (2025-2030)

Table 11. Digital Aquaculture Management System Market Trends

Table 12. Digital Aquaculture Management System Market Drivers

Table 13. Digital Aquaculture Management System Market Challenges

Table 14. Digital Aquaculture Management System Market Restraints

Table 15. Global Digital Aquaculture Management System Revenue by Players (2019-2024) & (US$ Million)

Table 16. Global Digital Aquaculture Management System Market Share by Players (2019-2024)

Table 17. Global Top Digital Aquaculture Management System Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Aquaculture Management System as of 2023)

Table 18. Ranking of Global Top Digital Aquaculture Management System Companies by Revenue (US$ Million) in 2023

Table 19. Global 5 Largest Players Market Share by Digital Aquaculture Management System Revenue (CR5 and HHI) & (2019-2024)

Table 20. Global Key Players of Digital Aquaculture Management System, Headquarters and Area Served

Table 21. Global Key Players of Digital Aquaculture Management System, Product and Application

Table 22. Global Key Players of Digital Aquaculture Management System, Date of Enter into This Industry

Table 23. Mergers & Acquisitions, Expansion Plans

Table 24. Global Digital Aquaculture Management System Market Size by Type (2019-2024) & (US$ Million)

Table 25. Global Digital Aquaculture Management System Revenue Market Share by Type (2019-2024)

Table 26. Global Digital Aquaculture Management System Forecasted Market Size by Type (2025-2030) & (US$ Million)

Table 27. Global Digital Aquaculture Management System Revenue Market Share by Type (2025-2030)

Table 28. Global Digital Aquaculture Management System Market Size by Application (2019-2024) & (US$ Million)

Table 29. Global Digital Aquaculture Management System Revenue Market Share by Application (2019-2024)

Table 30. Global Digital Aquaculture Management System Forecasted Market Size by Application (2025-2030) & (US$ Million)

Table 31. Global Digital Aquaculture Management System Revenue Market Share by Application (2025-2030)

Table 32. North America Digital Aquaculture Management System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 33. North America Digital Aquaculture Management System Market Size by Country (2019-2024) & (US$ Million)

Table 34. North America Digital Aquaculture Management System Market Size by Country (2025-2030) & (US$ Million)

Table 35. Europe Digital Aquaculture Management System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 36. Europe Digital Aquaculture Management System Market Size by Country (2019-2024) & (US$ Million)

Table 37. Europe Digital Aquaculture Management System Market Size by Country (2025-2030) & (US$ Million)

Table 38. Asia-Pacific Digital Aquaculture Management System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 39. Asia-Pacific Digital Aquaculture Management System Market Size by Region (2019-2024) & (US$ Million)

Table 40. Asia-Pacific Digital Aquaculture Management System Market Size by Region (2025-2030) & (US$ Million)

Table 41. Latin America Digital Aquaculture Management System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 42. Latin America Digital Aquaculture Management System Market Size by Country (2019-2024) & (US$ Million)

Table 43. Latin America Digital Aquaculture Management System Market Size by Country (2025-2030) & (US$ Million)

Table 44. Middle East & Africa Digital Aquaculture Management System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030

Table 45. Middle East & Africa Digital Aquaculture Management System Market Size by Country (2019-2024) & (US$ Million)

Table 46. Middle East & Africa Digital Aquaculture Management System Market Size by Country (2025-2030) & (US$ Million)

Table 47. AquaSpy Company Details

Table 48. AquaSpy Business Overview

Table 49. AquaSpy Digital Aquaculture Management System Product

Table 50. AquaSpy Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 51. AquaSpy Recent Development

Table 52. XpertSea Company Details

Table 53. XpertSea Business Overview

Table 54. XpertSea Digital Aquaculture Management System Product

Table 55. XpertSea Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 56. XpertSea Recent Development

Table 57. Cargill Company Details

Table 58. Cargill Business Overview

Table 59. Cargill Digital Aquaculture Management System Product

Table 60. Cargill Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 61. Cargill Recent Development

Table 62. AKVA Group Company Details

Table 63. AKVA Group Business Overview

Table 64. AKVA Group Digital Aquaculture Management System Product

Table 65. AKVA Group Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 66. AKVA Group Recent Development

Table 67. Aquabyte Company Details

Table 68. Aquabyte Business Overview

Table 69. Aquabyte Digital Aquaculture Management System Product

Table 70. Aquabyte Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 71. Aquabyte Recent Development

Table 72. Bluegrove Company Details

Table 73. Bluegrove Business Overview

Table 74. Bluegrove Digital Aquaculture Management System Product

Table 75. Bluegrove Revenue in Digital Aquaculture Management System Business (2019-2024) & (US$ Million)

Table 76. Bluegrove Recent Development

Table 77. Research Programs/Design for This Report

Table 78. Key Data Information from Secondary Sources

Table 79. Key Data Information from Primary Sources

Table 80. Authors List of This Report

List of Figures

Figure 1. Digital Aquaculture Management System Picture

Figure 2. Global Digital Aquaculture Management System Market Size Comparison by Type (2024-2030) & (US$ Million)

Figure 3. Global Digital Aquaculture Management System Market Share by Type: 2023 VS 2030

Figure 4. Environmental Monitoring Service Features

Figure 5. Biological Monitoring Service Features

Figure 6. Others Features

Figure 7. Global Digital Aquaculture Management System Market Size by Application (2024-2030) & (US$ Million)

Figure 8. Global Digital Aquaculture Management System Market Share by Application: 2023 VS 2030

Figure 9. Individual Case Studies

Figure 10. Enterprise Case Studies

Figure 11. Digital Aquaculture Management System Report Years Considered

Figure 12. Global Digital Aquaculture Management System Market Size (US$ Million), Year-over-Year: 2019-2030

Figure 13. Global Digital Aquaculture Management System Market Size, (US$ Million), 2019 VS 2023 VS 2030

Figure 14. Global Digital Aquaculture Management System Market Share by Region: 2023 VS 2030

Figure 15. Global Digital Aquaculture Management System Market Share by Players in 2023

Figure 16. Global Top Digital Aquaculture Management System Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Digital Aquaculture Management System as of 2023)

Figure 17. The Top 10 and 5 Players Market Share by Digital Aquaculture Management System Revenue in 2023

Figure 18. North America Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 19. North America Digital Aquaculture Management System Market Share by Country (2019-2030)

Figure 20. United States Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 21. Canada Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 22. Europe Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 23. Europe Digital Aquaculture Management System Market Share by Country (2019-2030)

Figure 24. Germany Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 25. France Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 26. U.K. Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 27. Italy Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 28. Russia Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 29. Nordic Countries Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 30. Asia-Pacific Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 31. Asia-Pacific Digital Aquaculture Management System Market Share by Region (2019-2030)

Figure 32. China Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 33. Japan Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 34. South Korea Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 35. Southeast Asia Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 36. India Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 37. Australia Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 38. Latin America Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 39. Latin America Digital Aquaculture Management System Market Share by Country (2019-2030)

Figure 40. Mexico Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 41. Brazil Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 42. Middle East & Africa Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 43. Middle East & Africa Digital Aquaculture Management System Market Share by Country (2019-2030)

Figure 44. Turkey Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 45. Saudi Arabia Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 46. UAE Digital Aquaculture Management System Market Size YoY Growth (2019-2030) & (US$ Million)

Figure 47. AquaSpy Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 48. XpertSea Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 49. Cargill Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 50. AKVA Group Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 51. Aquabyte Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 52. Bluegrove Revenue Growth Rate in Digital Aquaculture Management System Business (2019-2024)

Figure 53. Bottom-up and Top-down Approaches for This Report

Figure 54. Data Triangulation

Figure 55. Key Executives Interviewed

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