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AI Inference Market worth $254.98 billion by 2030 – Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., Feb. 28, 2025 /PRNewswire/ — The AI Inference market is expected to grow from USD 106.15 billion in 2025 and is estimated to reach USD 254.98 billion by 2030; it is expected to grow at a Compound Annual Growth Rate (CAGR) of 19.2% from 2025 to 2030 according to a new report by MarketsandMarkets™. The AI inference market is growing due to the surge in generative AI and large language models (LLMs), which require robust inference capabilities for real-time applications like chatbots and content creation. Increasing data volumes and the need for cost-effective, energy-efficient solutions are pushing innovation in AI inference chips. Furthermore, the rise of 5G networks enables faster data transmission, supporting real-time AI inference in smart cities, autonomous vehicles, and industrial automation, creating new opportunities for market expansion.

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Browse in-depth TOC on “AI Inference Market” 
322 – Tables
85 – Figures
365 – Pages

AI Inference Market Report Scope:

Report Coverage

Details

Market Revenue in 2025

$ 106.15 billion

Estimated Value by 2030

$ 254.98 billion

Growth Rate

Poised to grow at a CAGR of 19.2%

Market Size Available for

2020–2030

Forecast Period

2025–2030

Forecast Units

Value (USD Million/Billion)

Report Coverage

Revenue Forecast, Competitive Landscape, Growth Factors, and Trends

Segments Covered

By Compute, Memory, Network, Deployment, Application, End User, and Region

Geographies Covered

North America, Europe, Asia Pacific, and Rest of World

Key Market Challenge

Data privacy concerns

Key Market Opportunities

Growth of AI-enabled healthcare and diagnostics

Key Market Drivers

Enhanced GPU capabilities for inference tasks

By network, NIC/Network Adapters segment is projected to have highest market share and highest CAGR during the forecast period.

The NIC (Network Interface Card)/ network adapters is expected to have the highest market share and will experience the highest CAGR over the forecast period. The demand for this segment is growing due to the high requirement for high-speed, low-latency data transfer in AI-based environments. As AI workloads, especially in data centers and cloud computing, increase and become more data-intensive, the demand for network infrastructure that is efficient to handle rapid data movement between Ai inference chips and distributed systems is growing. NIC/Network adapters allow AI systems to work with large datasets in real time and enable faster inference of AI models. For instance, Intel Corporation (US) released Gaudi 3 enterprise AI accelerator, which provides ethernet networking in April 2024. It allows scalability for businesses that offer training, inference, and fine-tuning. The company also introduced AI-optimized ethernet solutions, incorporating an AI NIC and AI connectivity chips, through the Ultra Ethernet Consortium. In addition, SmartNICs advancements which offload tasks such as encryption, compression, and data processing from CPUs, improve the efficiency and scalability of AI inference further. Their cost effectiveness and the ability to integrate with the existing infrastructures, makes NICs a cornerstone in AI networking.

By application, generative AI segment will account for the highest CAGR during the forecast period.

Generative AI is expected to grow rapidly in the AI inference market because of its transformative capabilities, increased computational efficiency and enhanced accessibility. Companies like NVIDIA Corporation and Advanced Micro Devices, Inc. are developing specialized GPUs with enhanced tensor cores optimized for the parallel processing demands of Generative AI. NVIDIA recently introduced generative AI microservices in March 2024, allowing developers to create and deploy AI copilots across the massive installed base of CUDA-enabled GPUs. These microservices integrated into NVIDIA AI Enterprise 5.0, accelerate inference tasks, retrieval-augmented generation (RAG) and the LLM customization, shortening deployment time from weeks to minutes. Major application providers such as Adobe, SAP, and CrowdStrike are leveraging these innovations highlighting the rising adoption of generative AI for real-time applications. Advancements in specialized hardware like NVIDIA’s H100 GPUs and edge AI platforms like Jetson will further enable efficient and scalable deployment of generative models within industries like healthcare to cybersecurity. Such advancements show that more reliance is placed on generative AI in terms of innovation and operational efficiency, thereby growing the AI inference market rapidly.

By end user- enterprises segment in AI inference market will account for the high CAGR in 2025-2030

The enterprises segment will have the highest growth rate in the AI Inference market. Enterprises have widely adopted AI solutions for better operational efficiency, offer personalized customer experience and to drive innovation. Enterprises have resources and infrastructure to deploy large-scale AI models in domains such as customer service, supply chain optimization, and predictive analytics. Healthcare enterprise use AI for medical imaging and diagnostics, financial organizations for fraud and risk detection, and retailer for AI-based recommendation system and inventory management. This growth is further propelled by rise in advancements in enterprise-focused AI platforms that simplify the deployment and scale AI applications. For instance, In May 2024, Nutanix (US) collaborated with NVIDIA Corporation (US) in order to boost adoption for generative AI. This integration of Nutanix’s GPT-in-a-Box 2.0 with NVIDIA’S NIM inference microservices will enable enterprises to deploy scalable, secure, and high-performance GenAI applications both centrally and at the edge. With its platform, Nutanix simplifies the deployment of AI models and reduces the need for specialized Ai expertise and empowers businesses to implement AI strategies. These innovations highlight the increasing pace at which enterprises are investing in AI inference for competitive advantages and operational improvement.

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North America region will hold highest share in the AI Inference market.

North America is projected to account for the largest market share in the AI inference industry during the forecast period. The growth in this region is majorly driven by the strong presence of leading technology companies and cloud providers, such as NVIDIA Corporation (US), Intel Corporation (US), Oracle Corporation (US), Micron Technology, Inc (US), Google (US), and IBM (US) which are heavily investing in advanced AI inference technologies. These companies are building state-of-the-art data centers equipped with AI processors, GPUs, and other required hardware to meet the ever-increasing demand for AI applications across industries. In addition, the governments of this region are emphasizing efforts toward improving AI inference capabilities. For instance, in September 2023, the US Department of State announced initiatives for the advancement of AI partnering with eight companies, including Google (US), Amazon (US), Anthropic PBC (US), Microsoft (US), Meta (US), NVIDIA Corporation (US), IBM (US), and OpenAI (US). They planned to invest more than USD 100 million for infrastructure required for AI deployment, particularly in cloud computing, data centres and AI hardware. These investments promote innovation and collaboration between the public and private sectors, boosting North America’s leadership in AI inference technologies.

Key Players

Key companies operating in the AI inference companies are NVIDIA Corporation (US), Advanced Micro Devices, Inc. (US), Intel Corporation (US), SK HYNIX INC. (South Korea), SAMSUNG (South Korea), Micron Technology, Inc. (US), Apple Inc. (US), Qualcomm Technologies, Inc. (US), Huawei Technologies Co., Ltd. (China), Google (US), Amazon Web Services, Inc. (US), Tesla (US), Microsoft (US), Meta (US), T-Head (China), Graphcore (UK), Cerebras (US), among others.

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Browse Adjacent Market: Semiconductor and Electronics Market Research Reports &Consulting

Related Reports: 

AI Infrastructure Market by Offerings (Compute (GPU, CPU, FPGA), Memory (DDR, HBM), Network (NIC/Network Adapters, Interconnect), Storage, Software), Function (Training, Inference), Deployment (On-premises, Cloud, Hybrid) – Global Forecast to 2030

AI Chip Market Size, Share & Industry Trends Growth Analysis Report by Offerings (GPU, CPU, FPGA, NPU, TPU, Trainium, Inferentia, T-head, Athena ASIC, MTIA, LPU, Memory (DRAM (HBM, DDR)), Network (NIC/Network Adapters, Interconnects)), Function (Training, Inference) & Region – Global Forecast to 2029

About MarketsandMarkets™

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MarketsandMarkets™ is a blue ocean alternative in growth consulting and program management, leveraging a man-machine offering to drive supernormal growth for progressive organizations in the B2B space. We have the widest lens on emerging technologies, making us proficient in co-creating supernormal growth for clients.

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The B2B economy is witnessing the emergence of $25 trillion of new revenue streams that are substituting existing revenue streams in this decade alone. We work with clients on growth programs, helping them monetize this $25 trillion opportunity through our service lines – TAM Expansion, Go-to-Market (GTM) Strategy to Execution, Market Share Gain, Account Enablement, and Thought Leadership Marketing.

Built on the ‘GIVE Growth’ principle, we work with several Forbes Global 2000 B2B companies – helping them stay relevant in a disruptive ecosystem. Our insights and strategies are molded by our industry experts, cutting-edge AI-powered Market Intelligence Cloud, and years of research. The KnowledgeStore™ (our Market Intelligence Cloud) integrates our research, facilitates an analysis of interconnections through a set of applications, helping clients look at the entire ecosystem and understand the revenue shifts happening in their industry.

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Technology

IdentityIQ Expands Access to Identity Protection and Financial Wellness Tools with New Spanish-Language Experience

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September 1, 2026

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New Spanish-language version brings identity protection, credit monitoring and financial health resources to more than 41 million Spanish-dominant speakers in the U.S.

TEMECULA, Calif., Sept. 1, 2026 /PRNewswire/ — IdentityIQ, a leading provider of identity theft protection, credit monitoring and financial wellness solutions, today announced the launch of new plans now in Spanish, expanding access to comprehensive identity and credit protection to more than 41 million Spanish-dominant speakers in the United States.

The new Spanish-language experience gives consumers the ability to enroll, access their member dashboard and manage their financial health entirely in Spanish. The launch also supports B2B partners serving Spanish-speaking customers with a localized partner experience.

“Financial protection shouldn’t depend on language,” said Rick Eggleton, chief revenue officer for IDIQ, which operates the IdentityIQ brand. “Our Spanish-language offering gives millions of consumers greater access to the tools they need to protect their identity, credit and financial health.”

The Spanish-language plans include IdentityIQ’s most comprehensive suite of identity protection and financial wellness tools, including credit monitoring, dark web monitoring, identity theft alerts, credit score tracking, optional rent and utility payment reporting, credit education and other financial health resources.

The launch addresses a significant gap in the financial services marketplace, where language barriers can limit access to tools that help consumers monitor their credit, detect potential identity theft and build stronger financial profiles.

“This is more than translating a product,” Eggleton said. “It’s about making identity protection and financial wellness easier to understand, easier to access and more relevant to Spanish-speaking consumers.”

The launch reflects IdentityIQ’s broader commitment to making identity protection and financial wellness more accessible to underserved communities. By offering its core services in Spanish, IdentityIQ is helping remove language barriers that can make it more difficult for consumers to understand and actively manage their credit and financial health.

The Spanish-language launch also expands opportunities for IdentityIQ’s B2B partners to provide identity protection and financial wellness benefits to Spanish-speaking customers and employees.

“Everyone should have the opportunity to understand and take control of their financial wellness,” Eggleton said. “Expanding our premium plan in Spanish is an important step toward making that possible for millions of consumers.”

For more information on IdentityIQ’s Spanish-language plans and its comprehensive identity protection, credit monitoring and financial wellness solutions, visit https://www.identityiq.com.

About IdentityIQ

IdentityIQ®, offered by IDIQ®, is a leading provider of identity theft protection, credit monitoring and financial wellness solutions. IdentityIQ helps consumers monitor and protect their identities, credit and personal information through comprehensive monitoring, alerts and recovery support services.

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BKF Appoints Andrew Esposito Chief Financial Officer

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September 1, 2026

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People-focused AEC industry veteran appointed to support strategic growth

OAKLAND, Calif., Sept. 1, 2026 /PRNewswire/ — BKF, the premier AEC firm in the Western United States, today announced the appointment of Andrew Esposito as Chief Financial Officer, a strategic addition to its executive leadership team as the firm continues to invest in growth, expand its market presence, and pursue new opportunities across the region.

A proven financial and operational leader, Esposito brings extensive experience guiding organizations through periods of expansion while maintaining a strong focus on culture, performance, and long-term value creation. As CFO, Esposito will lead BKF’s financial strategy and operations, helping position the firm for its next chapter of growth while supporting the company’s commitment to employees, clients, and strategic partners.

“Andrew brings a rare combination of financial acumen, operational insight, and people-centered leadership to BKF,” said CEO Darren Riegler. “He understands that the most successful organizations are built on a foundation of trust, shared values, and disciplined growth. His experience and perspective will help us continue expanding our impact, strengthening our partnerships, and creating long-term value for our people and our partners.”

Most recently, Esposito served as CFO at WSP USA, where he had end-to-end responsibility for the finance operations of an approximately $8 billion business. During his tenure, he helped scale the finance organization through a threefold increase in revenue and headcount. He also played a senior role in more than a dozen acquisitions and carve-outs totaling approximately $5 billion in transaction value.

“Strong financial performance and strong organizations are built together,” said Esposito. “From the beginning, I was drawn to BKF’s culture, energy, and strong sense of purpose, as well as its reputation for innovation, client focus, and sustained growth. I’m excited to work alongside the leadership team to build on that momentum, support the firm’s long-term success, and help advance our shared vision of becoming the preeminent infrastructure firm in the Western U.S.”

The appointment comes as BKF continues to execute its growth strategy, building on the successful merger with MNS and acquisition of Lotus Water to expand its capabilities and deliver greater value across the full project lifecycle.

About BKF

For more than 110 years, BKF has partnered with public and private clients to plan, design, and deliver infrastructure projects that strengthens communities throughout the Western United States. With more than 800 people across 20 offices, BKF provides planning, engineering, surveying, program and construction management, and consulting services for transportation, water, government, and land development projects.

Our mission is simple: Do great work, grow a thriving business, and delight our clients. We believe great infrastructure starts with strong relationships, collaboration, and a shared vision for building a better future. Together with our clients, BKF tackles the region’s most complex challenges and creates lasting impact in the communities where we work.

For more information, visit bkf.com

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The World Is Invited: Edison Awards Opens Nominations for Its 40th Anniversary Year

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September 1, 2026

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A Global Icon of Innovation Marks Four Decades — And Calls On Innovators Everywhere to Step Forward

FORT MYERS, Fla., Sept. 1, 2026 /PRNewswire-PRWeb/ — Forty years ago, a handful of bold ideas changed how the world lives, works, and moves. Today, the Edison Awards, one of the world’s most recognized names in innovation, throws open its doors for its landmark 40th anniversary, inviting innovators, entrepreneurs, and enterprises on every continent to put their breakthroughs on the world stage.

“We are seeing extraordinary innovation emerge from every region of the world, and our 40th year is a chance to recognize just how far this global community of innovators has brought us and how much further we’ll go together,” said Frank Bonafilia, CEO of the Edison Awards.

Starting September 1, 2026, nominations open for the 2027 Edison Best New Product Awards™. Whether it’s a five-person startup team working out of a garage or a Fortune 500 R&D powerhouse, the invitation is the same: bring the innovation you’re proudest of and let the world see it. Nominations close December 15, 2026, with winners revealed in March 2027.

“Forty years ago, the Edison Awards set out to celebrate the innovators bold enough to reimagine what’s possible and that mission has only grown more urgent, and more global, with every passing year,” said Frank Bonafilia, CEO of the Edison Awards. “This anniversary year is shaping up to be our most exciting yet. We are seeing extraordinary innovation emerge from every region of the world, and our 40th year is a chance to recognize just how far this global community of innovators has brought us and how much further we’ll go together.”

Four Decades of Naming What’s Next

Since 1987, the Edison Awards has celebrated the products and ideas that went on to define entire industries in health, sustainability, mobility, and technology. Forty years in, the program isn’t slowing down: it’s expanding, honoring nominees from startups to global enterprises, from every corner of the map.

Two New Awards Built for a Global Stage

Two new honors join the program: The Global Excellence Award, for the best innovation across five regions North America, Latin America, Europe, Middle East & Africa, and Asia-Pacific and The Innovation at Scale Award, honoring standout innovation from Startup/Emerging (under 10 employees) to Global Enterprise (5,000+ employees).

2027 Award Categories

Commercial Technology, Consumer Solutions, Critical Human Infrastructure, Cultural Impact & Education, Energy & Climate Resiliency, Engineering & Robotics, Health, Medical & Biotech, Lifestyle, Entertainment & Design, Manufacturing & Logistics, Materials Science, Public Safety, Security & Digital Integrity, Software Solutions, Transportation, Aerospace & Flight, and Water, Food & Agriculture.

The Call Is Open — Here’s How to Answer It

Early Bird: September 1 – October 15, 2026. General: October 16 – December 15, 2026.

Eligible products launched January 2025–January 2027, judged on Concept, Value, and Impact.

Be counted among them. Submit your nomination at www.edisonawards.com.

About The Edison Awards: Established in 1987, the Edison Best New Product Awards™ honor excellence in product and service innovation transforming how we live, work, and play. Inspired by Thomas Edison’s legacy, the program recognizes game-changing solutions worldwide, offering global recognition, credibility, and connections that drive growth.

Media Contact

Frank Bonafilia, Edison Awards, 1 7732305744, fbonafilia@edisonawards.com, https://edisonawards.com/

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