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Data Center Accelerator Market to Reach USD 605.42 Billion by 2035 as Rack-Scale AI Systems and Inference Demand Accelerate Deployment – DC Market Insights

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Global market grows at 13.56% CAGR; rack-scale systems are projected to capture 61.8% of value by 2035 as hyperscaler and neocloud investment expands

PUNE, India, Oct. 9, 2026 /PRNewswire/ — The “Data Center Accelerator Market – Growth, Share, Opportunities & Competitive Analysis, 2026-2035” report has been added to the DC Market Insights offering. The global Data Center Accelerator Market reached USD 169.77 billion in 2025 and is projected to reach USD 605.42 billion by 2035, registering a CAGR of 13.56%. The market is shifting from add-in accelerator cards toward tightly integrated rack-scale systems, while inference workloads and custom AI ASICs expand the supplier opportunity beyond training-focused GPUs.

Key Takeaways

Operator capital expenditure approaching USD 750 billion is supporting an unprecedented build cycle for AI compute and accelerator-rich infrastructure.Rack-scale systems are projected to reach 61.8% of accelerator market value by 2035 as buyers purchase integrated compute, networking and cooling platforms.North America held 59.4% of the market in 2025, reflecting the concentration of hyperscalers, AI labs, neoclouds and leading accelerator suppliers.Inference accelerators are broadening competition because throughput, power efficiency and total cost per token create room for custom ASICs and specialized architectures.Export controls and geopolitical restrictions remain a material constraint for suppliers, affecting product mix and addressable demand in selected markets.

Scope & Segmentation – Data Center Accelerator Market

The report covers GPUs, custom AI ASICs, FPGAs and other accelerators deployed for AI training, AI inference, HPC, scientific computing, data analytics and video workloads. It also analyzes rack-scale systems, multi-accelerator baseboards and PCIe cards, HBM-based and non-HBM architectures and major end-user groups.

Get Free Sample Report – https://www.dcmarketinsights.com/report/data-center-accelerator-market

“Accelerator demand is moving up the system stack. Buyers are no longer evaluating a chip in isolation; they are evaluating a rack, a network fabric, memory capacity and cooling as one performance envelope. That shift favors suppliers that can deliver integrated platforms, but inference also creates space for lower-cost custom architectures where economics matter more than absolute training performance.”

– Amit Jain, Senior Consultant, ICT & Emerging Technologies, DC Market Insights, report author

Why This Report Matters

Accelerators are the largest value driver behind today’s AI data center buildout. Their economics affect server design, network topology, liquid cooling, power density and the pace of campus construction. The report helps buyers and suppliers evaluate how accelerator type, form factor and workload mix change the total market opportunity.

Market Overview

DC Market Insights estimates the market increased from USD 9.61 billion in 2020 to USD 169.77 billion in 2025. Growth was driven by rapid scaling of hyperscale AI clusters and the transition from experimental deployments to production training and inference. The forecast assumes strong unit expansion but progressively slower average selling price growth as custom ASICs and more efficient inference architectures gain share.

Market Insights

Three forces define the next phase: rack-scale integration, supplier diversification and inference economics. Rack-scale platforms concentrate more value in integrated systems, while custom accelerators from cloud providers shift share away from a purely merchant model. At the same time, sovereign AI programs and neocloud providers are creating new channels for accelerator demand outside traditional hyperscalers.

Key Attributes

Attribute

Details

Historical Market Size (2020)

USD 9.61 billion

Market Size (2025)

USD 169.77 billion

Forecast Market Size (2035)

USD 605.42 billion

CAGR (2025-2035)

13.56 %

Leading Region / District

North America – 59.4%

Base Year

2025

Forecast Period

2026-2035

Report Author

Amit Jain, Senior Consultant, ICT & Emerging Technologies

Report Updated

Oct. 7, 2026

Segmentation

Accelerator Type: GPUs; Custom AI ASICs; FPGAs; Other Accelerators.

Workload: AI Training; AI Inference; HPC and Scientific Computing; Data Analytics; Video and Other.

Form Factor: Rack-Scale Systems; Multi-Accelerator Baseboards; PCIe Cards.

Memory: HBM-Based; Non-HBM.

End User: Hyperscale Cloud Providers; GPU Cloud and Neocloud Providers; Enterprises; Government, Sovereign AI and Research.

Regional Analysis

North America led the market in 2025 with 59.4% share. The full regional distribution was North America 59.4%; Asia Pacific 24.6%; Europe 9.2%; Middle East and Africa 4.9%; Latin America 1.9%. The regional outlook reflects differences in hyperscale investment, AI adoption, power availability, semiconductor or equipment ecosystems and local data center construction pipelines.

Competitive Landscape

NVIDIA remains the reference platform for large-scale AI training, while AMD is expanding through multiyear deployment agreements and hyperscalers continue to scale custom accelerators. Broadcom, Marvell and specialist suppliers are positioned around custom silicon and connectivity. The competitive field is therefore widening even as leading platforms retain strong ecosystem advantages.

Companies profiled: NVIDIA, AMD, Broadcom, Google (TPU), Amazon Web Services (Trainium), Microsoft (Maia), Intel, Marvell Technology, Huawei (Ascend), Qualcomm, Groq, Cerebras Systems, Cambricon Technologies and Alchip Technologies.

Recent Developments

NVIDIA and OpenAI signed a letter of intent to deploy at least 10 GW of NVIDIA systems, with NVIDIA indicating potential investment of up to USD 100 billion as capacity is deployed.AMD and OpenAI announced a multiyear agreement covering 6 GW of AMD GPUs, starting with 1 GW of Instinct MI450 capacity in the second half of 2026.OpenAI and Broadcom agreed to deploy 10 GW of OpenAI-designed custom accelerators through 2029.Anthropic agreed to expand its use of Google Cloud TPUs to as many as one million chips, representing well over a gigawatt of capacity.

Full report: https://www.dcmarketinsights.com/report/data-center-accelerator-market

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About Us

DC Market Insights, headquartered at 128 City Road, London, EC1V 2NX, United Kingdom, is a dedicated research and consulting firm that empowers data center leaders with actionable intelligence. We combine rigorous market research, advanced analytics and practical advisory support to help organizations make confident decisions in an increasingly complex digital infrastructure landscape. Our goal is to transform data into clarity, giving clients the ability to act decisively on strategy, investment and execution.

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Pune – 411027, India

Email: sales@dcmarketinsights.com

UK Phone: +44 7453 598 606

US Phone: +1 628 262 7656

Website: www.dcmarketinsights.com

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Rosenwald Private Wealth Launches a New Chapter of Independence

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The Baltimore-based firm is expanding its ability to serve clients and deliver personalized guidance

CLEARWATER, Fla., Oct. 9, 2026 /PRNewswire/ — Indivisible Partners (“Indivisible”), an advisor-owned growth partnership, today announced that Rosenwald Private Wealth has joined its platform. The Baltimore-based wealth management team led by Beth Rosenwald, Matthew Kunkel, and Leksi Kovalerchik manages approximately $1.1 billion in assets and includes six advisory team members serving high-net-worth and ultra-high-net-worth individuals and multigenerational families.

The move marks a new chapter for the practice, allowing Rosenwald Private Wealth to operate as an independent advisory firm while continuing to serve clients with the same team and approach that have defined the practice for nearly three decades.

Rosenwald Private Wealth advises clients through a comprehensive planning framework that extends beyond investment management to include retirement planning, trust and estate considerations, charitable giving, risk management, tax strategy, and wealth transfer solutions.

“At the center of this decision is our commitment to serving clients in a way that reflects their evolving needs,” said Beth Rosenwald, Founding Partner of Rosenwald Private Wealth. “Independence allows us to maintain the relationships and planning philosophy that have guided our practice while providing additional flexibility in how we operate and support clients.”

To support this launch, Rosenwald Private Wealth has partnered with Indivisible Partners, which provides operational infrastructure, security, innovative technology resources, family office services, strategic solutions and support while allowing advisory firms to maintain their independence and unique identity.

“Beth and her team have built an exceptional reputation through their dedication to clients and commitment to thoughtful advice,” said John Thiel, Executive Chairman and Co-Founder of Indivisible Partners. “Their focus on trust, stewardship, and multigenerational planning aligns closely with our mission of helping advisors build enduring independent businesses while delivering an extraordinary client experience designed to guide better outcomes.”

As Rosenwald Private Wealth begins this new chapter, its mission remains unchanged: to provide personalized guidance, foster meaningful relationships, and help clients make confident decisions about their future and legacy. The launch reflects both a milestone for the firm and a continued commitment to the clients and communities it has served for years.

About Indivisible Partners

Indivisible Partners is a privately held, independent advisory firm founded by experienced industry leaders and former advisors to redefine what independence can mean for elite advisory teams. The firm combines an innovative, integrated platform with true ownership, high-touch support, and a collaborative culture—empowering advisors to deliver better outcomes for their clients and build lasting enterprise value on their own terms. Indivisible Partners is headquartered in Clearwater, FL, and operates as a federally registered investment advisor. For more information, please visit: www.indivisible.com.

About Rosenwald Private Wealth

Rosenwald Private Wealth is an independent wealth management firm based in Baltimore, Maryland, with investment advisory services offered through Indivisible Partners, LLC. The firm provides comprehensive wealth planning, investment management, retirement planning, estate and legacy planning strategies, and family-focused financial guidance for individuals and multigenerational families. Led by Beth Rosenwald, Matthew Kunkel, and Leksi Kovalerchik, the team is dedicated to helping clients navigate complex financial decisions through long-term relationships, personalized advice, and thoughtful stewardship.

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SOURCE Indivisible Partners

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Insurify Joins Technology Leaders to Shape the Future of AI-Powered Insurance Shopping

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Insurify will help shape insurance standards for shopper consent, coverage transparency, and carrier protections in the proposed Personal Agent Protocol, known as Poppy.

CAMBRIDGE, Mass., Oct. 9, 2026 /PRNewswire/ — Insurify, the leading online insurance marketplace and a pioneer in AI-powered insurance shopping, is joining Sierra and other technology leaders as an early design partner in the AI Personal Agent Protocol, known as Poppy, bringing the needs of insurance shoppers and carriers into the protocol’s design.

“People shopping for insurance should be able to use the AI agent they choose without losing the critical coverage information they need to make an informed decision,” said Giorgos Zacharia, co-founder and co-CEO of Insurify. “Delegating a task shouldn’t mean surrendering control over your personal information or your decision to buy. AI agents are an important distribution channel for carriers, and we’re helping shape standards that keep consumers in control and give companies the ability to protect the customers they serve.”

As an early adopter of AI in its marketplace, Insurify believes consumers need transparency, privacy, and guidance. Poppy aims to provide a straightforward framework in which consumers approve access, agents identify themselves, and companies set boundaries for what agents can do. Insurify will participate in design discussions, advocating for insurance-specific protections that preserve coverage context, carrier attribution, privacy, and security. These include retaining coverage limits, deductibles, eligibility requirements, and applicable disclosures, while addressing automated quoting that adds costs without serving a real shopper.

Insurify already offers personalized car insurance quotes through its ChatGPT plugin, with coverage details and a path to purchase through a licensed agent or insurer. Insurify’s participation in Poppy’s development advances the same objectives: enabling AI-powered insurance shopping that consumers and carriers can trust.

About Insurify:

Insurify is America’s top-rated online insurance marketplace, offering a secure, spam-free way to compare and buy coverage. With a network of 120-plus carrier partners, Insurify empowers consumers to compare auto, home, pet, and renters insurance in minutes, online or with the help of a licensed agent. Since 2016, Insurify’s AI-powered technology has served over 320 million insurance quotes across Insurify and its affiliates. By using Insurify, customers can save hundreds of dollars annually, with some saving up to 50% on their premiums. In 2025, Insurify launched Insurify Car, its own branded car insurance program, underwritten by partner carriers and managed on Insurify.com.

For more information, contact:

jessica.edmondson@insurify.com
Press@Insurify.com
https://Insurify.com

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SOURCE INSURIFY, Inc.

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ONLYOFFICE 10.0 brings AI tools, modular apps, and stronger security to its open-source office suite

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SINGAPORE, Oct. 10, 2026 /PRNewswire/ — ONLYOFFICE presents the major autumn update 10.0 with context-aware AI tools directly in the editors, new modular Apps, and a significant security upgrade. Around 50 new features and more than 1,000 fixes for the online, desktop, and mobile editors.

AI that understands your documents, in every editor

ONLYOFFICE 10.0 puts context-aware AI inside the document, spreadsheet, presentation, and PDF editors. A dedicated AI tab with built-in chat lets teams draft, summarize, translate, clean and format without leaving the file or copying content into a separate tool.

AI simplifies everyday work: legal teams can summarize contracts, analysts can generate forecasts or Pivot Tables, and managers can turn ideas into structured presentations.

Ready-made prompts, custom AI actions, assistants, and saved prompts help teams streamline workflows and automate routine tasks.

Organizations control how AI is used, choosing models based on quality, speed, and cost. Cloud users can enable ONLYOFFICE AI via OpenRouter, while server deployments can connect any model, including local ones. Sensitive data remains within infrastructure.

New modular apps

The release introduces four free Apps that extend ONLYOFFICE Docs (under AGPL v3). AI Agents automate the workspace, with intelligent search, personalized knowledge base, extended reasoning, powered by MCP servers. Forms streamlines data collection and analyze responses. Files centralizes document storage with access controls. Rooms supports secure collaboration, including Virtual Data Rooms for confidential content. In the cloud, the Apps are on by default. On servers, a single command installs them.

Editor enhancements

The PDF Editor adds metadata removal, customizable annotations, automatic table recognition, and reusable signatures. In the Document Editor, co-authors can follow each other’s cursor in real time, new “Keep with next” keeps related content together, and RTL support is more reliable. Spreadsheets run faster, with optimized functions, formula hints and an animated copy marquee. Presentations gain new view modes and extended print settings, GIF or video export for slides.

Users can now work with .ofd files, save spreadsheets as .xls, convert SVGs to editable shapes, add Data Tables to charts. With Antidote, Curly, and a Salesforce new plugins in redesigned Plugin Manager.

Security

ONLYOFFICE 10.0 fixes 35 vulnerabilities, strengthening protection for organizations handling sensitive data as AI-driven threats continue to evolve.

Desktop and mobile

The Desktop Editors get a refreshed homepage, redesigned Templates and Clouds sections, Odoo integration, and visual improvements on Linux. In Desktop Community, AI tools are available as an optional add-on.

The free iOS and Android apps add an AI assistant with new providers, as Grok and DeepSeek, AI AutoFill for forms and voice input for work on the go.

About ONLYOFFICE

ONLYOFFICE, an open-source office software project, focuses on advanced and secure office solutions. With over 21 million users worldwide, it is recognized for its innovation in the online office domain.

The ONLYOFFICE ecosystem comprises a comprehensive suite of collaborative applications, including online editors for text documents, spreadsheets, presentations, forms, and PDFs, as well as modular apps.

www.onlyoffice.com

github.com/ONLYOFFICE

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SOURCE ONLYOFFICE

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