Here are relevant reports on : ai-in-data-enrichment-market
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NGS Sample Preparation Market by Product (Reagents & Consumables, Workstations), Workflow (Library Prep, Target Enrichment), Sample Type (DNA), Application (Diagnostics, Drug Discovery), Method (Microfluidic, Automated), End User & Region - Global Forecast to 2028
The global NGS sample preparation market in terms of revenue was estimated to be worth $1.9 billion in 2022 and is poised to reach $4.0 billion by 2028, growing at a CAGR of 13.4% from 2022 to 2028. The market for NGS sample preparation is highly consolidated, with key players strategizing to capture the market. Prominent players in the NGS sample preparation market are Illumina, Inc. (US), Thermo Fisher Scientific Inc. (US), PerkinElmer Inc. (US), F. Hoffmann-La Roche Ltd. (Switzerland), Agilent Technologies, Inc. (US), Danaher (US), Becton, Dickinson and Company (US), Merck KGAA (Germany), QIAGEN (Germany), Bio-Rad Laboratories, Inc. (US), Promega Corporation (US), Eurofins Scientific (Luxembourg), BGI (China), 10x Genomics (US), Sysmex Corporation (US), Psomagen (US), Zymo Research Corporation (US), Takara Bio Inc. (Japan), Novogene Co., Ltd. (China), New England Biolabs (US), Tecan Trading AG (US), Oxford Nanopore Technologies PLC (UK), PacBio (US), Medgenome (US), and Swift Biosciences Inc. (US).
- Published: March 2023
- Price: $ 4950
- TOC Available:
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Edge AI Software Market by Offering (Platform, Frameworks & Toolkits), Technology (Generative AI, Machine Learning, NLP, Computer Vision), Data Modality (Spatial Data, Temporal Data, Visual Data, Multimodal Data, Textual Data) - Global Forecast to 2031
The edge AI software market is projected to reach USD 8.89 billion by 2031, at a CAGR of 24.4% during the forecast period. Some of the major edge AI software providers include Microsoft (US), IBM (US), Google (US), AWS (US), Synaptics (US), Gorilla Technologies (UK), Intel (US), Infineon Technologies (Germany), Intent HQ (UK), Baidu (China), and NVIDIA (US). These companies employ both organic and inorganic growth strategies, such as product launches, acquisitions, and partnerships, to strengthen their position in the edge AI software market.
- Published: April 2025
- Price: $ 4950
- TOC Available:
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Saudi Arabia Cloud Computing Market by Service Model (IaaS (Compute, Storage, Networking), PaaS (Application Development & Integration, Database & Data Analytics & Reporting), SaaS (CRM, SCM, Collaboration & Productivity)), Impact of AI - Forecast to 2030
The market is expected to grow from USD 5,069.5 million in 2025 to USD 14,608.9 million by 2030, at a CAGR of 23.6%. The major players in the Saudi Arabia cloud computing market include Microsoft (US), Google (US), IBM (US), AWS (US), Oracle (US), Salesforce (US), Tencent Cloud (China), SAP (Germany), Alibaba Cloud (China), Adobe (US), Zain Cloud (Kuwait), NourNet (Saudi Arabia), STC (Saudi Arabia), Sahara Net (Saudi Arabia), and NashirNet (Saudi Arabia).
- Published: March 2026
- Price: $ 4950
- TOC Available:
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loT Middleware Market with Impact of Gen AI, by Platform (Device Management, Application Management, Connectivity Management, Data Management, and Security Management), Vertical (Government & Defense, Manufacturing, BFSI) - Global Forecast to 2029
The IoT middleware market size is projected to reach USD 41.7 billion in 2029, at a CAGR of 17.6% during the forecast period. The major players in the IoT middleware market are Microsoft (US), IBM (US), PTC (US), AWS (US), SAP (Germany), Cisco (US), HPE (US), Bosch (Germany), Oracle (US), etc. These players have adopted various growth strategies such as partnerships, agreements, product launches, and enhancements to expand their footprint in the IoT middleware market.
- Published: August 2024
- Price: $ 7150
- TOC Available:
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Multimodal AI Market by Offering (Solutions & Services), Data Modality (Image, Audio), Technology (ML, NLP, Computer Vision, Context Awareness, IoT), Type (Generative, Translative, Explanatory, Interactive), Vertical and Region - Global Forecast to 2028
The global market for multimodal AI market is projected to reach USD 4.5 billion by 2028, at a CAGR of 35.0% during the forecast period. The major multimodal AI and service providers include Google (US), Microsoft (US), OpenAI (US), Meta (US), AWS (US), IBM (US), Twelve Labs (US), Aimesoft (US), Jina AI (Germany), Uniphore (US), Reka AI (US), Runway (US), Jiva.ai (UK), Vidrovr (US), Mobius Labs (US), Newsbridge (France), OpenStream.ai (US), Habana Labs (US), Modality.AI (US), Perceiv AI (Canada), Multimodal (US), Neuraptic AI (Spain), Inworld AI (US), Aiberry (US), One AI (US), Beewant (France), Owlbot.AI (US), Hoppr (US), Archetype AI (US), Stability AI (England). These companies have used both organic and inorganic growth strategies such as product launches, acquisitions, and partnerships to strengthen their position in the multimodal AI market.
- Published: November 2023
- Price: $ 4950
- TOC Available:
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Europe Cloud Computing Market by Service Model (IaaS [Compute, Storage, Networking], PaaS [Application Development & Integration, Database & Data Analytics & Reporting], SaaS [CRM, SCM, Collaboration & Productivity]), Impact of AI - Forecast to 2030
The market size for the cloud computing market in Europe is estimated to significantly increase from USD 325.92 billion in 2025 to USD 550.42 billion by 2030 at a CAGR of 11.0%. The major players in the Europe cloud computing market include Microsoft (US), Google (US), AWS (US), IBM (US), Oracle (US), Scaleway (France), OVHcloud (France), UpCloud (Finland), Exoscale (Switzerland), gridscale (Germany), Elastx (Sweden), IONOS (Germany), Aruba Cloud (Italy), Cyso Cloud (Netherlands), and Open Telekom Cloud (Germany).
- Published: March 2026
- Price: $ 4950
- TOC Available:
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US Cloud Computing Market by Service Model (IaaS [Compute, Storage, Networking], PaaS [Application Development & Integration, Database & Data Analytics & Reporting], SaaS [CRM, SCM, Collaboration & Productivity]), Impact of AI - Forecast to 2030
The US cloud computing market is expanding rapidly, with its size anticipated to reach USD 721.30 billion by 2030 from an estimated USD 485.54 billion in 2025, featuring a CAGR of 8.2%. Some of the major players in the US cloud computing market include Google (US), Salesforce (US), Microsoft (US), AWS (US), and Oracle (US).
- Published: February 2026
- Price: $ 4950
- TOC Available:
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Data Center GPU Market by Deployment (Cloud, On-premises), Function (Training, Inference), Application (Generative AI, Machine Learning, Natural Language Processing, Computer Vision), End User (CSP, Enterprises) & Region - Global Forecast to 2030
The global data center GPU market is expected to grow from USD 119.97 billion in 2025 to USD 228.04 billion by 2030, at a compound annual growth rate (CAGR) of 13.7% during the forecast period. The Key Players NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), Google Cloud (US), Microsoft (US), Amazon Web Services, Inc. (US), IBM (US), Alibaba Cloud (Singapore), Oracle (US), Tencent Cloud (China), Coreweave (US), Vast.ai (US), Lambda (US), DigitalOcean (US), and JarvisLabs.ai (India).
- Published: May 2025
- Price: $ 4950
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Asia Pacific Cloud Computing Market by Service Model (IaaS [Compute, Storage, Networking], PaaS [Application Development & Integration, Database & Data Analytics & Reporting], SaaS [CRM, SCM, Collaboration & Productivity]), Impact of AI - Forecast to 2030
The cloud computing market in Asia Pacific is expected to grow from USD 348.75 billion in 2025 to USD 752.78 billion by 2030, at a CAGR of 16.6%. The major players in the Asia Pacific cloud computing market include Microsoft (US), Google (US), AWS (US), IBM (US), Oracle (US), Tencent Cloud (China), Alibaba Cloud (China), Huawei (China), NTT Data Corporation (Japan), Fujitsu (Japan), NEC Corporation (Japan), Reliance Jio (India), OneAsia (Hong Kong), and CtrlS (India).
- Published: March 2026
- Price: $ 4950
- TOC Available:
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Cloud Computing Market by Service Model (IaaS (Compute, Storage, Networking), PaaS (Application Development & Integration, Database & Data, Analytics & Reporting), SaaS (CRM, SCM, Collaboration & Productivity)), Impact of AI - Global Forecast to 2030
The cloud computing market is expanding rapidly, projected to grow from about USD 1,294.9 billion in 2025 to USD 2,281.1 billion by 2030, at a CAGR of 12.0%. The major players in the cloud computing market include Microsoft (US), Google (US), IBM (US), AWS (US), Oracle (US), Salesforce (US), Tencent Cloud (China), SAP (Germany), Alibaba Cloud (China), Adobe (US), Workday (US), Fujitsu (Japan), Broadcom (California), Rackspace Technology (US), DXC Technology (US), NEC Corporation (Japan), Joyent (California), Digital Ocean (US) and Atlantic.Net (US).
- Published: June 2025
- Price: $ 4950
- TOC Available:
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