Latest news with #dataServices
Zawya
12 hours ago
- Business
- Zawya
TDCX Group acquires SUPA to supercharge AI-enablement platform Chemin
Acquisition strengthens Chemin's capabilities in complex AI data services amid global demand surge SINGAPORE - Media OutReach Newswire - 20 June 2025 - TDCX Group, a leading provider of digital customer experience (CX) and growth services for global enterprises, today announced the acquisition of SUPA, a cutting-edge data labeling and annotation platform known for its agile, gig-powered delivery model. SUPA will be integrated into Chemin, TDCX Group's recently launched AI enablement subsidiary, to address the rising complexity of AI development and meet surging global demand for elite-level data services. As artificial intelligence systems evolve rapidly — from large language models (LLMs) to autonomous agents — the nature of data-related work has grown more specialized and cognitively demanding. What was once simple tagging has shifted toward intricate data interpretation, nuanced prompt engineering, synthetic data validation, and multi-modal reasoning tasks increasingly performed by individuals with advanced academic training, including PhDs, engineers, linguists, and ethicists. Mr. Laurent Junique, Chief Executive Officer and Founder, TDCX Group, said, "The future of customer experience is AI-powered, and AI itself runs on increasingly complex, curated data. SUPA brings us the right capabilities and talent frameworks to fuel that future. By embedding SUPA into Chemin, we're doubling down on our ability to support enterprise and frontier AI labs with world-class data operations." Mr. Mark Koh, Chief Executive Officer and co-founder of SUPA, said, "The future of AI is all about the quality of its decisions. At SUPA, we've built a platform that refines raw data into the fuel for smarter, more reliable AI systems. It's about injecting judgment and deep domain expertise at critical points in the data lifecycle. TDCX Group gives us the global platform to scale our model of precision and agility while keeping quality uncompromised." Ms. Lianne Dehaye, Senior Vice President, and newly appointed Head of Chemin, said, "SUPA immediately enhances our ability to deliver complex data pipelines, whether it's fine-tuning models with domain-specific annotations or deploying PhD-level reviewers for critical edge-case scenarios. We enable intelligent task orchestration that scales reliably, maximizes throughput, and ensures high-quality outputs at every stage of the pipeline." Chemin, launched earlier this year, serves as a next-generation platform for AI enablement, offering services such as data collection, annotation, model evaluation, red-teaming, and prompt optimization. With SUPA's tech stack and elite talent network now integrated, Chemin is positioned to serve clients developing foundational models, enterprise AI copilots, and safety-critical systems. This strategic move places TDCX Group at the center of the AI enablement, a sector forecasted to become a multi-billion-dollar global market. As AI adoption accelerates among Fortune 500 companies, small and medium-sized businesses (SMBs), to digitally native direct-to-consumer (DTC) brands, Chemin, now fortified with SUPA's deep expertise, aims to be a critical enabler of safe, scalable, and sophisticated AI. TDCX Group will continue investing in an end-to-end AI services portfolio, anchored by robust CX infrastructure, gig-economy flexibility, and now, a deep bench of highly qualified human-in-the-loop talent. Hashtag: #TDCX #CustomerExperience The issuer is solely responsible for the content of this announcement. About TDCX Singapore-headquartered TDCX is a leading global business process outsourcing (BPO) company that provides customer experience (CX) solutions, sales and digital marketing services, and content moderation for clients across various industries. These include digital advertising and social media, e-commerce, fintech, gaming, healthtech, media, technology and, travel and hospitality. With a focus on helping companies enable the future, TDCX's smart, scalable approach—driven by innovation and operational precision—positions it as a key partner for companies targeting tangible outcomes. With more than 20,000 employees across 39 locations worldwide, TDCX provides its clients with comprehensive coverage in Asia, Europe and the United States. For more information, please visit About Chemin Chemin is an AI-enablement company that empowers businesses to realize their AI ambitions. Specializing in large language models (LLMs), Chemin helps companies move faster, think bigger, and build smarter with clean data, cutting-edge infrastructure, and expert talent across 18 countries. Chemin's access to a vast network of industry specialists such as PhD level professionals provides companies with an edge in their AI-adoption journey. With a blend of human insight and machine intelligence, Chemin makes it possible to scale AI safely and meaningfully. For more information, please visit About SUPA SUPA is the definitive choice for building better AI with high-quality labeled data. SUPA's lightning-fast, AI-assisted labeling platform integrates seamlessly with a diverse workforce across APAC. SUPA has spent the last five years labeling over 100 million data points for unicorns, enterprises, and startups worldwide, helping them build award-winning AI products in healthcare, consumer retail, transport (AV), robotics, agriculture, construction, and more. For more information, please visit: TDCX
Malay Mail
12 hours ago
- Business
- Malay Mail
TDCX Group acquires SUPA to supercharge AI-enablement platform Chemin
Acquisition strengthens Chemin's capabilities in complex AI data services amid global demand surge SINGAPORE - Media OutReach Newswire - 20 June 2025 - TDCX Group, a leading provider of digital customer experience (CX) and growth services for global enterprises, today announced the acquisition of SUPA, a cutting-edge data labeling and annotation platform known for its agile, gig-powered delivery model. SUPA will be integrated into Chemin , TDCX Group's recently launched AI enablement subsidiary, to address the rising complexity of AI development and meet surging global demand for elite-level data artificial intelligence systems evolve rapidly — from large language models (LLMs) to autonomous agents — the nature of data-related work has grown more specialized and cognitively demanding. What was once simple tagging has shifted toward intricate data interpretation, nuanced prompt engineering, synthetic data validation, and multi-modal reasoning tasks increasingly performed by individuals with advanced academic training, including PhDs, engineers, linguists, and Laurent Junique, Chief Executive Officer and Founder, TDCX Group, said, "The future of customer experience is AI-powered, and AI itself runs on increasingly complex, curated data. SUPA brings us the right capabilities and talent frameworks to fuel that future. By embedding SUPA into Chemin, we're doubling down on our ability to support enterprise and frontier AI labs with world-class data operations."Mr. Mark Koh, Chief Executive Officer and co-founder of SUPA, said, "The future of AI is all about the quality of its decisions. At SUPA, we've built a platform that refines raw data into the fuel for smarter, more reliable AI systems. It's about injecting judgment and deep domain expertise at critical points in the data lifecycle. TDCX Group gives us the global platform to scale our model of precision and agility while keeping quality uncompromised."Ms. Lianne Dehaye, Senior Vice President, and newly appointed Head of Chemin, said, "SUPA immediately enhances our ability to deliver complex data pipelines, whether it's fine-tuning models with domain-specific annotations or deploying PhD-level reviewers for critical edge-case scenarios. We enable intelligent task orchestration that scales reliably, maximizes throughput, and ensures high-quality outputs at every stage of the pipeline."Chemin, launched earlier this year, serves as a next-generation platform for AI enablement, offering services such as data collection, annotation, model evaluation, red-teaming, and prompt optimization. With SUPA's tech stack and elite talent network now integrated, Chemin is positioned to serve clients developing foundational models, enterprise AI copilots, and safety-critical strategic move places TDCX Group at the center of the AI enablement, a sector forecasted to become a multi-billion-dollar global market. As AI adoption accelerates among Fortune 500 companies, small and medium-sized businesses (SMBs), to digitally native direct-to-consumer (DTC) brands, Chemin, now fortified with SUPA's deep expertise, aims to be a critical enabler of safe, scalable, and sophisticated Group will continue investing in an end-to-end AI services portfolio, anchored by robust CX infrastructure, gig-economy flexibility, and now, a deep bench of highly qualified human-in-the-loop #TDCX #CustomerExperience The issuer is solely responsible for the content of this announcement. About TDCX Singapore-headquartered TDCX is a leading global business process outsourcing (BPO) company that provides customer experience (CX) solutions, sales and digital marketing services, and content moderation for clients across various industries. These include digital advertising and social media, e-commerce, fintech, gaming, healthtech, media, technology and, travel and hospitality. With a focus on helping companies enable the future, TDCX's smart, scalable approach—driven by innovation and operational precision—positions it as a key partner for companies targeting tangible outcomes. With more than 20,000 employees across 39 locations worldwide, TDCX provides its clients with comprehensive coverage in Asia, Europe and the United States. For more information, please visit About Chemin Chemin is an AI-enablement company that empowers businesses to realize their AI ambitions. Specializing in large language models (LLMs), Chemin helps companies move faster, think bigger, and build smarter with clean data, cutting-edge infrastructure, and expert talent across 18 countries. Chemin's access to a vast network of industry specialists such as PhD level professionals provides companies with an edge in their AI-adoption journey. With a blend of human insight and machine intelligence, Chemin makes it possible to scale AI safely and meaningfully. For more information, please visit About SUPA SUPA is the definitive choice for building better AI with high-quality labeled data. SUPA's lightning-fast, AI-assisted labeling platform integrates seamlessly with a diverse workforce across APAC. SUPA has spent the last five years labeling over 100 million data points for unicorns, enterprises, and startups worldwide, helping them build award-winning AI products in healthcare, consumer retail, transport (AV), robotics, agriculture, construction, and more. For more information, please visit:
Yahoo
19-05-2025
- Climate
- Yahoo
‘Not as simple as flipping a switch': Cellcom provides another update on the continued outage
(WFRV) – After more than 48 hours, text messaging and voice services through Cellcom are still unavailable, however, officials say that progress towards a resolution has been made. Cellcom has been providing updates through its Facebook page and website, and after working through the night, its teams have reportedly made 'meaningful progress' to fix the ongoing issue. UPDATE: Over 11,000 Wisconsin customers without power after Thursday's severe weather Customers still have access to data services, iMessaging, RCS messaging, and 9-1-1 emergency services, as well as additional third-party enhanced messaging and video call services being available. On Sunday night, Cellcom provided the following statement: Thank you, everyone, for your continued patience and understanding. Over the past few days, we've had thousands of conversations with customers—helping to find solutions and workarounds while our teams work tirelessly behind the scenes. This effort is being met with an unprecedented level of energy and determination. We know how important this is to you, and we want answers just as much as you do. The reality is, restoring voice service is not as simple as flipping a switch. It's a complex process, and while we're not yet at the finish line, significant progress continues to be made every hour. We remain fully committed to seeing this through and will keep you updated as we move forward. Pictures & video from severe weather coverage on 5/15/25: Local 5 will update this story when more details have been released. Copyright 2025 Nexstar Media, Inc. All rights reserved. This material may not be published, broadcast, rewritten, or redistributed.
Yahoo
11-05-2025
- Business
- Yahoo
Satellite Data Services Market Size to worth USD 55.17 Bn by 2032, Growing at 21.1% CAGR, Coherent Market Insights Cites Strong Government Support
Satellite Data Services Market to Hit USD 14.44 Bn in 2025, Fueled by Expanding Industrial Applications Burlingame, CA, May 11, 2025 (GLOBE NEWSWIRE) -- Coherent Market Insights published a report, titled, the global satellite data services market size is estimated to grow from USD 14.44 Billion in 2025 and is forecast to reach a value of USD 55.17 Billion by 2032 at a CAGR of 21.1% between 2025 and 2032. Satellite data services involve the collection and analysis of Earth observation data acquired by artificial satellites orbiting the planet. These services provide critical insights into surface conditions, environmental changes, and weather patterns. Request Sample Pages: Global Satellite Data Services Market Key Takeaways According to Coherent Market Insights (CMI), the global satellite data services market size is poised to grow at a CAGR of 21.1%, totaling USD 14.44 Bn in 2025 and USD 55.17 Bn by 2032. Based on vertical, agriculture segment is anticipated to account for nearly two-fifths of the global revenue share in 2025. By end user industry, government and military segment is expected to generate market revenue of about USD 6.75 Bn in 2025. Based on service, image data segment will likely account for about half of the global satellite data services market share in 2025. North America is expected to retain its dominance in the global industry, generating revenues worth USD 6.44 Bn in 2025. This can be attributed to increasing investments in satellite technologies and strong presence of satellite data service providers. As per Coherent Market Insights' latest satellite data services market analysis, Asia Pacific, led by India and China, is poised to exhibit fastest growth during the assessment period. Rising Demand for Satellite Data Services Across Diverse Industries Fueling Growth A new report by Coherent Market Insights outlines key satellite data services market growth factors. One major growth factor is the increasing demand for satellite data services across various industries. Industries like agriculture, defense, energy, and environmental monitoring heavily rely on satellite data for critical insights and operational optimization. For instance, satellite imagery helps the agriculture sector in precision farming by monitoring crop health as well as soil conditions. In environmental monitoring, satellite imagery helps track changes in earth's surface, such as land use changes and deforestation. Similarly, the defense sector utilizes satellite data for surveillance and strategic planning. Increasing adoption of satellite data services across these key industries is expected to boost the target industry. Read Also: Small Satellite Market Size, Share, Trends & Growth Analysis (2025-2032) High Cost of Satellite Technologies and Regulatory Challenges Limiting Growth The future satellite data services market outlook looks promising, considering the estimated CAGR of 21.1%. However, high cost of satellite technologies and regulatory challenges might limit the satellite data services market growth to some extent. Satellite manufacturing, launch, and maintenance demand huge investments. This high cost factor makes it difficult for new companies to enter the data satellite services industry. Similarly, licensing, frequency allocation, strict regulations, and data privacy issues are becoming hurdles for market expansion. Increasing Government Support Creating Growth Avenues for Companies Governments across the world are increasingly investing in space programs, national security, and environmental monitoring. This trend is expected to drive demand for satellite data in defense, agriculture, and climate research, creating growth opportunities for satellite data service companies. Countries often rely on satellite data for national security purposes, including defense, surveillance, and border control. As the demand for security and strategic intelligence increases, so will the need for satellite data services. The industry is witnessing a rise in public-private partnerships amid growing emphasis on expanding satellite infrastructure and services. Many governments provide financial support to satellite data service companies to build and launch satellites. This financial backing will bode well for the global satellite data services industry during the assessment period. Expansion of satellite constellations by private companies is expected to boost satellite data services market growth. Major initiatives like SpaceX's Starlink and Amazon's Kuiper project are constantly launching new satellites into orbit. This, in turn, is increasing market competition, eventually reducing the satellite data services market price. Buy this Complete Business Research Report: Emerging Satellite Data Services Market Trends There is a growing trend of deploying small satellite constellations like low earth orbit (LEO) to improve speed, coverage, and reliability of satellite-based data services and internet. This trend is expected to play a key role in expanding the satellite data services industry. The target industry is also witnessing a rising demand for real-time satellite imagery and data analytics to support timely decision-making in situations like environmental monitoring and disaster management. Companies are focusing on integrating AI and ML in satellite data processing for improved efficiency and accuracy of satellite data services. Integration of these advanced technologies is set to revolutionize the satellite data service industry. Growing popularity of satellite-as-a-service models is also expected to increase the overall satellite data services market value in the coming years. Also Read: Satellite Telephones Market Analysis, Size, and Forecast 2025-2032 Analyst's View said senior analyst Suraj Bhanudas Jagtap. Current Events and Their Impact on the Satellite Data Services Market Event Description and Impact Rising Demand for Satellite-based Earth Observation Data Description: There is a growing need for geospatial intelligence across sectors such as agriculture, disaster management, and urban planning. Impact: Increased demand for satellite data services in a wide range of industries will drive market growth. Escalating Concerns Over Climate Change and Environmental Monitoring Description: Governments and international organizations are launching initiatives to monitor and mitigate climate change. Impact: High demand for satellite-based environmental monitoring services will bode well for the industry. Geopolitical Tensions and National Security Concerns Description: The need for satellite-based surveillance and intelligence is increasing amid global geopolitical instability. Impact: This is leading to increased government spending on satellite data services for defense and intelligence purposes. Competitor Insights Key companies in satellite data services market research report: Spire Global Planet Labs SATPALDA Geospatial Services Maxar Technologies BlackSky Global Harris Geospatial Airbus Defense and Space Orbital Insight ICEYE Descartes Labs ESA CGI Group Key Developments In April 2025, Airbus-built forest monitoring satellite Biomass was launched into orbit. This new satellite will use its P-band synthetic aperture radar instrument to measure forest biomass. In January 2025, Planet Labs successfully launched its Pelican-2 satellite as well as 36 SuperDoves of Flock 4G on SpaceX's Transporter-12 Rideshare mission. Pelican-2 satellite has the tendency to provide up to 40 cm class resolution imagery for cross sensor analysis. In August 2024, Spire Global Inc. launched seven LEMUR satellites on the SpaceX Transporter-11 mission. These newly launched satellites are designed for a variety of applications, including enhancing weather forecasting, improving maritime ship tracking, and enabling global soil moisture monitoring. Get Customization on this Report: Market Segmentation Vertical Insights (Revenue, USD Bn, 2020 - 2032) Agriculture Engineering Infrastructure Defense Security Others End-user Industry Insights (Revenue, USD Bn, 2020 - 2032) Government & Military Commercial Service Service Insights (Revenue, USD Bn, 2020 - 2032) Image Data Data Analytics Deployment Insights (Revenue, USD Bn, 2020 - 2032) Cloud On-premises Regional Insights (Revenue, USD Bn, 2020 - 2032) North America U.S. Canada Latin America Brazil Argentina Mexico Rest of Latin America Europe Germany U.K. Spain France Italy Russia Rest of Europe Asia Pacific China India Japan Australia South Korea ASEAN Rest of Asia Pacific Middle East GCC Countries Israel Rest of Middle East Africa South Africa North Africa Central Africa Also Read: Internet of Things in Precision Agriculture Market Analysis & Forecast (2025-2032) About Us: Coherent Market Insights leads into data and analytics, audience measurement, consumer behaviors, and market trend analysis. From shorter dispatch to in-depth insights, CMI has exceled in offering research, analytics, and consumer-focused shifts for nearly a decade. With cutting-edge syndicated tools and custom-made research services, we empower businesses to move in the direction of growth. We are multifunctional in our work scope and have 450+ seasoned consultants, analysts, and researchers across 26+ industries spread out in 32+ countries. Our Trusted Partners:Worldwide Market Reports, Coherent MI, Stratagem Market Insights Get Recent News: Read Recent Blogs: For Latest Update Follow Us:LinkedIn | Facebook | Twitter
Yahoo
11-05-2025
- Business
- Yahoo
Satellite Data Services Market Size to worth USD 55.17 Bn by 2032, Growing at 21.1% CAGR, Coherent Market Insights Cites Strong Government Support
Satellite Data Services Market to Hit USD 14.44 Bn in 2025, Fueled by Expanding Industrial Applications Burlingame, CA, May 11, 2025 (GLOBE NEWSWIRE) -- Coherent Market Insights published a report, titled, the global satellite data services market size is estimated to grow from USD 14.44 Billion in 2025 and is forecast to reach a value of USD 55.17 Billion by 2032 at a CAGR of 21.1% between 2025 and 2032. Satellite data services involve the collection and analysis of Earth observation data acquired by artificial satellites orbiting the planet. These services provide critical insights into surface conditions, environmental changes, and weather patterns. Request Sample Pages: Global Satellite Data Services Market Key Takeaways According to Coherent Market Insights (CMI), the global satellite data services market size is poised to grow at a CAGR of 21.1%, totaling USD 14.44 Bn in 2025 and USD 55.17 Bn by 2032. Based on vertical, agriculture segment is anticipated to account for nearly two-fifths of the global revenue share in 2025. By end user industry, government and military segment is expected to generate market revenue of about USD 6.75 Bn in 2025. Based on service, image data segment will likely account for about half of the global satellite data services market share in 2025. North America is expected to retain its dominance in the global industry, generating revenues worth USD 6.44 Bn in 2025. This can be attributed to increasing investments in satellite technologies and strong presence of satellite data service providers. As per Coherent Market Insights' latest satellite data services market analysis, Asia Pacific, led by India and China, is poised to exhibit fastest growth during the assessment period. Rising Demand for Satellite Data Services Across Diverse Industries Fueling Growth A new report by Coherent Market Insights outlines key satellite data services market growth factors. One major growth factor is the increasing demand for satellite data services across various industries. Industries like agriculture, defense, energy, and environmental monitoring heavily rely on satellite data for critical insights and operational optimization. For instance, satellite imagery helps the agriculture sector in precision farming by monitoring crop health as well as soil conditions. In environmental monitoring, satellite imagery helps track changes in earth's surface, such as land use changes and deforestation. Similarly, the defense sector utilizes satellite data for surveillance and strategic planning. Increasing adoption of satellite data services across these key industries is expected to boost the target industry. Read Also: Small Satellite Market Size, Share, Trends & Growth Analysis (2025-2032) High Cost of Satellite Technologies and Regulatory Challenges Limiting Growth The future satellite data services market outlook looks promising, considering the estimated CAGR of 21.1%. However, high cost of satellite technologies and regulatory challenges might limit the satellite data services market growth to some extent. Satellite manufacturing, launch, and maintenance demand huge investments. This high cost factor makes it difficult for new companies to enter the data satellite services industry. Similarly, licensing, frequency allocation, strict regulations, and data privacy issues are becoming hurdles for market expansion. Increasing Government Support Creating Growth Avenues for Companies Governments across the world are increasingly investing in space programs, national security, and environmental monitoring. This trend is expected to drive demand for satellite data in defense, agriculture, and climate research, creating growth opportunities for satellite data service companies. Countries often rely on satellite data for national security purposes, including defense, surveillance, and border control. As the demand for security and strategic intelligence increases, so will the need for satellite data services. The industry is witnessing a rise in public-private partnerships amid growing emphasis on expanding satellite infrastructure and services. Many governments provide financial support to satellite data service companies to build and launch satellites. This financial backing will bode well for the global satellite data services industry during the assessment period. Expansion of satellite constellations by private companies is expected to boost satellite data services market growth. Major initiatives like SpaceX's Starlink and Amazon's Kuiper project are constantly launching new satellites into orbit. This, in turn, is increasing market competition, eventually reducing the satellite data services market price. Buy this Complete Business Research Report: Emerging Satellite Data Services Market Trends There is a growing trend of deploying small satellite constellations like low earth orbit (LEO) to improve speed, coverage, and reliability of satellite-based data services and internet. This trend is expected to play a key role in expanding the satellite data services industry. The target industry is also witnessing a rising demand for real-time satellite imagery and data analytics to support timely decision-making in situations like environmental monitoring and disaster management. Companies are focusing on integrating AI and ML in satellite data processing for improved efficiency and accuracy of satellite data services. Integration of these advanced technologies is set to revolutionize the satellite data service industry. Growing popularity of satellite-as-a-service models is also expected to increase the overall satellite data services market value in the coming years. Also Read: Satellite Telephones Market Analysis, Size, and Forecast 2025-2032 Analyst's View said senior analyst Suraj Bhanudas Jagtap. Current Events and Their Impact on the Satellite Data Services Market Event Description and Impact Rising Demand for Satellite-based Earth Observation Data Description: There is a growing need for geospatial intelligence across sectors such as agriculture, disaster management, and urban planning. Impact: Increased demand for satellite data services in a wide range of industries will drive market growth. Escalating Concerns Over Climate Change and Environmental Monitoring Description: Governments and international organizations are launching initiatives to monitor and mitigate climate change. Impact: High demand for satellite-based environmental monitoring services will bode well for the industry. Geopolitical Tensions and National Security Concerns Description: The need for satellite-based surveillance and intelligence is increasing amid global geopolitical instability. Impact: This is leading to increased government spending on satellite data services for defense and intelligence purposes. Competitor Insights Key companies in satellite data services market research report: Spire Global Planet Labs SATPALDA Geospatial Services Maxar Technologies BlackSky Global Harris Geospatial Airbus Defense and Space Orbital Insight ICEYE Descartes Labs ESA CGI Group Key Developments In April 2025, Airbus-built forest monitoring satellite Biomass was launched into orbit. This new satellite will use its P-band synthetic aperture radar instrument to measure forest biomass. In January 2025, Planet Labs successfully launched its Pelican-2 satellite as well as 36 SuperDoves of Flock 4G on SpaceX's Transporter-12 Rideshare mission. Pelican-2 satellite has the tendency to provide up to 40 cm class resolution imagery for cross sensor analysis. In August 2024, Spire Global Inc. launched seven LEMUR satellites on the SpaceX Transporter-11 mission. These newly launched satellites are designed for a variety of applications, including enhancing weather forecasting, improving maritime ship tracking, and enabling global soil moisture monitoring. Get Customization on this Report: Market Segmentation Vertical Insights (Revenue, USD Bn, 2020 - 2032) Agriculture Engineering Infrastructure Defense Security Others End-user Industry Insights (Revenue, USD Bn, 2020 - 2032) Government & Military Commercial Service Service Insights (Revenue, USD Bn, 2020 - 2032) Image Data Data Analytics Deployment Insights (Revenue, USD Bn, 2020 - 2032) Cloud On-premises Regional Insights (Revenue, USD Bn, 2020 - 2032) North America U.S. Canada Latin America Brazil Argentina Mexico Rest of Latin America Europe Germany U.K. Spain France Italy Russia Rest of Europe Asia Pacific China India Japan Australia South Korea ASEAN Rest of Asia Pacific Middle East GCC Countries Israel Rest of Middle East Africa South Africa North Africa Central Africa Also Read: Internet of Things in Precision Agriculture Market Analysis & Forecast (2025-2032) About Us: Coherent Market Insights leads into data and analytics, audience measurement, consumer behaviors, and market trend analysis. From shorter dispatch to in-depth insights, CMI has exceled in offering research, analytics, and consumer-focused shifts for nearly a decade. With cutting-edge syndicated tools and custom-made research services, we empower businesses to move in the direction of growth. We are multifunctional in our work scope and have 450+ seasoned consultants, analysts, and researchers across 26+ industries spread out in 32+ countries. Our Trusted Partners:Worldwide Market Reports, Coherent MI, Stratagem Market Insights Get Recent News: Read Recent Blogs: For Latest Update Follow Us:LinkedIn | Facebook | TwitterError in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data
