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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

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Technology

Quintus Flexform™ Press Enables Sona SPEED to Deliver Flight-Critical Aerospace Components Faster

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Advanced forming technology strengthens precision manufacturing capabilities and reduces lead times for global high-performance industries

VÄSTERÅS, Sweden, April 22, 2026 /PRNewswire-PRWeb/ — Sona SPEED Pvt. Ltd., a specialist in precision mechatronics manufacturing solutions, is investing in a Quintus Flexform™ fluid cell press to expand its capabilities in producing high-precision prototype and low-volume components for aerospace and other demanding industries. The new press will support the company’s growing role as a supplier of flight-critical components for global customers.

Quintus Technologies’ expertise in high-pressure forming solutions meets the strict standards required for aerospace applications, enabling us to deliver consistent quality, performance, and reliability to customers operating in mission-critical environments.– Sona SPEED General Manager Bart Korff

Reflecting rising demand for lightweight, high-strength structures used in aircraft, satellites, and launch systems, Sona SPEED is strengthening its advanced forming and structural assembly capabilities, according to General Manager Bart Korff.

“We are expanding our metal forming and structural assembly capabilities to support next-generation aircraft, satellite, and launch vehicle programs,” says Mr. Korff. “Quintus Technologies brings proven expertise in high-pressure forming solutions that meet the stringent standards required for aerospace applications. Their technology enables us to deliver consistent quality, performance, and reliability to customers operating in mission-critical environments.”

The investment reflects broader industry trends toward lighter, stronger materials and faster development cycles across aerospace, defense, and high-performance industrial sectors. Advanced forming technologies such as the Flexform process enable manufacturers to reduce tooling complexity, improve structural performance, and accelerate product development timelines.

Sona SPEED selected the Flexform press model QFC 1×3-800, capable of applying up to 800 bar of forming pressure across a 1000 mm × 3000 mm work area. This performance is enabled by Quintus’ proven wire-winding pre-stress technology, which allows consistent pressure distribution across large forming surfaces.

Flexform is a versatile solution for manufacturing complex sheet metal components, particularly in industries where precision, speed, and cost control are essential for maintaining global competitiveness,” explains Peter Henning, Chief Commercial Officer, Quintus Technologies.

Designed for both prototyping and low-volume production, the Flexform process offers significant advantages compared with conventional rubber pad pressing and mechanical stamping. High-pressure forming reduces tooling complexity, eliminates secondary process steps, and improves fabrication productivity. Multiple forming tools can be used in a single operation, enabling faster transitions from design to production. High-cycle systems can produce up to 120 parts per hour, supporting rapid response to customer requirements.

The user-friendly press includes advanced features such as equipment serviceability, remote system control, and a high degree of self-diagnostics. It is also equipped with state-of-the-art high pressure hydraulics and a semi-automatic service system for quick and easy service of the unique Quintus flexible rubber diaphragm.

“This investment completes Sona SPEED’s aerospace offering by enabling us to manufacture high-integrity, near-net-shape components with enhanced mechanical properties. The Quintus press integrates seamlessly into our production line, allowing the delivery of flight-critical parts with reduced lead times and improved material performance – essential for aerospace and space missions,” notes Mr. Korff.

To support long-term operational reliability, Sona SPEED has chosen to participate in the Quintus® Care Program, a customized service solution that ensures operational reliability, maximum performance, controlled annual costs, and long-term partnership.

The program includes forming process and tool design support, access to Quintus Application Centers, prioritized technical assistance, and reliable availability of spare and wear parts. It also provides annual press inspections, operator training, and personnel recertification to maintain high levels of technical competence and production readiness.

“The added value of the high pressure process allows Sona SPEED to meet the quality, volume, and cost demands for sheet metal parts in major industrial sectors across the globe,” comments Johan Hjärne, CEO of Quintus Technologies. “We are pleased to be a strategic partner as they scale operations, invest in advanced manufacturing technologies, and enhance their engineering capabilities.”

The press will be installed in Sona SPEED’s 100,000-square-foot advanced manufacturing facility on the outskirts of Bengaluru (Bangalore), India in mid-December 2026.

About Quintus Technologies

Quintus Technologies is the global leader in high pressure technology. The company designs, manufactures, installs, and supports high pressure systems in four main areas: densification of advanced materials; sheet metal forming; battery processing; and high pressure processing for food and beverage innovation, safety, and shelf life. Quintus has delivered approximately 1900 systems to customers within industries such as energy, medical implants, space, aerospace, automotive, and food processing. The company is headquartered in Västerås, Sweden, with a presence in 45 countries worldwide. For more information, visit Quintus Technologies.

About Sona SPEED

Part of the century-old Sona Group, a premier business group in India, Sona Special Power Electronics & Electric Drives (Sona SPEED) was established in 2003 as an R&D division specializing in cutting-edge mechatronics manufacturing solutions. The company provides a comprehensive range of metal treatment solutions tailored to the specific needs of a worldwide client base across industries like aerospace, defense, heavy equipment, medical wearables, space, marine, industrial, automotive, and more. Sona SPEED’s unwavering commitment to precision and quality in metal treatments is reflected in state-of-the-art facilities and advanced technology that ensure the delivery of products that excel in performance and durability, thus meeting highest standards required for the most sophisticated and mission-critical applications. To know more, go to Sona SPEED.

Media Contact

Peter Henning, Quintus Technologies, 46 736 20 24 49, peter.henning@quintusteam.com, quintustechnologies.com

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Hannover Messe 2026: Zoomlion Debuts Robot Ops, Showcasing Industrial AI and Intelligent Manufacturing Capabilities

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HANNOVER, Germany, April 22, 2026 /CNW/ — Zoomlion Heavy Industry Science & Technology Co., Ltd. (“Zoomlion” or “the Company”; 1157.HK) has made the global debut of its embodied intelligence operating system, Robot Ops, at Hannover Messe 2026, taking place from April 20 to 24. At the event, Zoomlion is showcasing the robot operating system for industrial applications, along with its industrial AI and intelligent manufacturing (IM) solutions. Through live demonstrations and themed presentations, Zoomlion is highlighting its latest advances in embodied intelligence development platforms and IM practices.

Built for the Software 3.0 era, Robot Ops is a professional embodied intelligence development platform centered on the engineering concept of “Data, Software, and Agents.” It integrates DevOps, DataOps, and AgentOps into a full-stack, engineering-grade solution, enabling coordinated development across software, data, and intelligent agents.

The platform comprises four modules: basic tools, imitation learning, reinforcement learning, and task orchestration, enabling full-lifecycle management from data collection and model training to simulation verification, application development, and deployment maintenance. Designed to be ready to use with a low barrier to adoption, Robot Ops improves closed‑loop iteration efficiency by over 50%.

It directly addresses four key industry challenges: high technical barriers, scenario migration difficulty, data bottlenecks, and lack of lifecycle management. By providing a standardized, replicable engineering path for large‑scale deployment, Robot Ops can be widely adapted to humanoid robots, industrial robots, construction machinery, and autonomous driving. As one platform empowering multiple industries, it supports a more scalable and standardized approach to embodied intelligence development.

At Hannover Messe 2026, Zoomlion is presenting live demonstrations under the unified scheduling of Robot Ops, in which a wheeled humanoid robot and a logistics mobile robot collaborate on a logistics-sorting scenario, while the first-generation mass-produced humanoid robot Z1 performs a dance routine and dynamic motion-control demonstration. The multi-robot collaborative demonstration shows how Robot Ops connects algorithms, task orchestration, and on-site execution.

Zoomlion is also presenting its Industry 5.0 IM solutions, including insights into Zoomlion Smart Industrial City. The showcase highlights how digital technologies such as intelligent scheduling, industrial AI, digital twins, and end-to-end intelligent logistics are integrated into manufacturing processes.

Zoomlion is exhibiting at Booth D76 in Hall 15 and Booth D70 in Hall 11, the China Pavilion. The Company is also co-exhibiting with Amazon Web Services (AWS) and participating in the China Pavilion’s “Invest in China” launch ceremony.

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Realm Raises $4.5M to Bring the ‘Cursor Moment’ to Enterprise Sales

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HELSINKI, April 22, 2026 /PRNewswire/ — Realm has raised a $4.5 million Seed round to speed up enterprise sales cycles. Its platform gives AI the structured context needed to automate deal-defining materials like RFP responses. The round was led by Frontline Ventures, with participation from HubSpot Ventures, Slack Co-founder Cal Henderson and Deel Co-founder Alex Bouaziz.

Realm CEO Mikko Mäntylä believes revenue work is next to undergo the agentic revolution that has already transformed software development.

“Tools like Cursor and Claude Code have fundamentally changed programming. Developers now manage fleets of agents, often running five to ten simultaneous tasks in different terminal windows,” Mäntylä says. “The best revenue teams are starting to replicate this approach, offloading RFP responses, security questionnaires, and other customer-facing materials to AI.”

However, the shift is still held back by a fundamental constraint. Unlike in software development, where the codebase provides structured context for AI, revenue teams work with fragmented systems and unstructured data. Critical information, such as why a deal was won, has to be pieced together from subtle, scattered signals.

Realm solves this by turning raw information into a structured representation of a company’s market, products, pipeline, and strategies. This purpose-built context graph mirrors how human sellers are onboarded and gives agents the foundation they need to contribute effectively.

“Our customers use Realm to draft their most important deliverables, from multi-million dollar bids to business cases that will make or break months of work,” Mäntylä says. “Typically, 70-80% of Realm’s work is approved as-is. Any edits feedback into Realm’s context, creating a compounding record that everyone in the organisation benefits from.”

That institutional memory extends beyond Realm’s own application. The platform integrates with Slack, CRMs, and AI assistants like Claude and ChatGPT, allowing teams to leverage Realm’s context and agents wherever they already work.

“The GTM stack has been built to record and report on what has already happened,” says George Radford from Frontline Ventures. “The emerging paradigm is tools that actually do the work, and Realm is building at the forefront of this shift. The team’s exceptional execution velocity and the rate at which customers are expanding usage convinced us Realm is the right team to back.”

The company will use the fresh funding to triple its team by the end of the year and accelerate its entry into the US.

About Realm

Realm builds a structured understanding of a company’s go-to-market and turns it into execution. As a result, work like RFPs, security reviews, and deal coordination happens in the background, not at the expense of time with buyers. Founded in 2023 by former Slush leaders Mikko Mäntylä and Miika Huttunen alongside Johan Jern, Realm is headquartered in Helsinki, Finland. Realm’s customers include Visma, Aiven, and Hostaway. Learn more: https://www.withrealm.com/ 

About Frontline Ventures

Frontline Ventures backs the most ambitious tech companies across the US and Europe, and positions them to win the transatlantic market. Frontline Seed backs European Seed startups when early US traction is critical to hyperscale. Frontline Growth backs US scaleups at Series B-D when European revenues are essential to IPO-readiness. Frontline Ventures’ portfolio includes companies like Navan, Lattice, and Vanta. Learn more: https://frontline.vc/ 

About HubSpot Ventures

HubSpot Ventures partners with ambitious entrepreneurs who are redefining how businesses grow and operate. The fund backs early- and growth-stage software companies building products that deliver unique value to HubSpot’s customer base, with a mission to help millions of organizations grow better. HubSpot Ventures’ portfolio includes companies like Clay, ElevenLabs, and Lovable. Learn more: https://www.hubspot.com/ventures

Media Contact
Mikko Mäntylä
CEO & Co-founder
mikko@withrealm.com 

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