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Edge AI Software Market worth $8.88 billion by 2031- Exclusive Report by MarketsandMarkets™

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DELRAY BEACH, Fla., April 24, 2025 /PRNewswire/ — The Edge AI Software Market is projected to grow from USD 2.40 billion in 2025 to USD 8.88 billion by 2031, at a CAGR of 24.4% during the forecast period, according to a new report by MarketsandMarkets™.

The push toward autonomous technology relies on edge AI for real-time decision-making and data processing. Edge AI is utilized by businesses to deliver personalized user experiences in real-time, particularly in the retail and customer service sectors. It plays a crucial role in the smart consumer devices market, enabling real-time processing and decision-making on devices such as smartphones, wearables, and home automation systems. Demand for localized processing is increasing due to the need for lower latency, enhanced privacy, and reduced dependency on cloud connectivity. Emerging technologies are driving innovations in TinyML and advanced AI accelerators, making smart consumer devices more agile and responsive to user needs.

Browse in-depth TOC on “Edge AI Software Market”

290 – Tables
 70 – Figures
380 – Pages

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Scope of the Report

Report Metrics

Details

Market Size Available for Years

2020–2031

Base Year Considered

2024

Forecast Period

2025–2031

Forecast Units

USD Billion

Segments Covered

Offering, Data Modality, Technology, End User

Geographies Covered

North America, Europe, Asia Pacific, Middle East & Africa, Latin America

Companies Covered

Microsoft (US), IBM (US), Google (US), AWS (US), Nutanix (US), Synaptics (US), Gorilla Technologies (UK), Intel (US), VEEA (US), Infineon Technologies (Germany), Intent HQ (UK), Baidu (China), NVIDIA (US), Alibaba Group (Singapore), Bosch Global Software Technologies (India), Azion (US), Blaize (US), Clearblade (US), Johnson Controls (US), Midokura (Japan), Tredence (US), Cognex (US), HPE (US), Tata Elxsi (India), Siemens (Germany), Axelera AI (Netherlands), Edge Impulse (US), Latent AI (US), Roboflow (US), Striveworks (US), Teraki (Germany), Ekkono (Sweden), Spectro Cloud (US), Barbara (Spain), Envision AI (US), Horizon Robotics (China), Kneron (US), Advian (Finland), Xenonstack (UAE), and Akira AI (India)

By data modality, visual data segment to account for largest market share during forecast period.

The visual data segment is expected to have the largest market share within the data modality due to the growing need for advanced analytics and real-time processing. This pattern is mostly due to the increase in smart gadgets such as cameras and sensors, which produce copious amounts of visual data that need to be processed efficiently on-site. The integration of AI in visual data applications improves features like facial recognition, object detection, and video surveillance, proving pivotal in sectors like retail, healthcare, and security. Deep learning algorithms have made significant progress in enhancing the precision and effectiveness of visual data analysis, leading to their increased use in various sectors. As businesses recognize the value of visual data for decision-making and performance improvement, investments in edge AI technologies focused on this data are increasing. This trend highlights the importance of visual data in enhancing response times and reducing processing delays, positioning it as a key factor in the future of the Edge AI Software Market.

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By offering, services segment to grow at higher rate than software segment during forecast period

Within the edge AI software landscape, the services sector is expected to witness significant growth during the forecast period due to a number of technical and operational factors. Improvement in edge computing architectures in organizations results in high demand for niche support and consulting services. These services are essential for deploying, tuning, and scaling edge AI, enabling organizations to harness real-time data processing and analytics efficiently. Key services like system integration, performance tuning, and maintenance are in demand as companies seek to enhance operational flexibility and reduce data transaction times. The growing complexity of AI algorithms, alongside the rapid adoption of IoT devices and the need for local data processing, drives service providers to develop innovative solutions tailored to specific needs.

Asia Pacific to register highest CAGR during forecast period

The Asia Pacific region is expected to witness the fastest growth in the Edge AI Software Market due to the growing investments in AI and ML technologies in the region, specifically in China, India, and Japan, which are embracing digital transformation. The growing population and urbanization in the Asia Pacific are key drivers of the rising electronics manufacturing sector, which supports advanced edge AI solutions in consumer devices. Governments are promoting AI through policies and funding, while innovations in energy-efficient hardware and edge computing infrastructure are fostering the adoption of locally adapted edge AI solutions that prioritize low cost and scalability. Improvements in technological infrastructure through government support and smart city initiatives are also likely to stimulate the market’s growth. For instance, smart city initiatives in Singapore, South Korea, and China are accelerating the deployment of edge AI, which requires advanced and decentralized data processing to handle large volumes of data generated by sensors and connected devices. With significant investments from governments and the private sector, edge AI is emerging as a key tool for managing urban complexities through locally learned intelligence.

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Top Key Companies in Edge AI Software Market:

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.

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Get access to the latest updates on Edge AI Software Companies and Edge AI Software Industry

About MarketsandMarkets™

MarketsandMarkets™ has been recognized as one of America’s Best Management Consulting Firms by Forbes, as per their recent report.

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. With the widest lens on emerging technologies, we are proficient in co-creating supernormal growth for clients across the globe.

Today, 80% of Fortune 2000 companies rely on MarketsandMarkets, and 90 of the top 100 companies in each sector trust us to accelerate their revenue growth. With a global clientele of over 13,000 organizations, we help businesses thrive in a disruptive ecosystem.

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Built on the ‘GIVE Growth’ principle, we collaborate with several Forbes Global 2000 B2B companies to keep them future-ready. Our insights and strategies are powered by industry experts, cutting-edge AI, and our Market Intelligence Cloud, KnowledgeStore™, which integrates research and provides ecosystem-wide visibility into revenue shifts.

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Mixx Technologies Acquires Sophic Silicon Technologies and Announces Manufacturing Collaboration with Kaynes Semicon

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A landmark dual announcement signals India’s emergence as a vertically integrated force in global AI semiconductor infrastructure, spanning design to deployment

BENGALURU, India, July 23, 2026 /PRNewswire/ — Mixx Technologies, Inc., a US based venture-backed deep-tech company building the interconnect layer for hyperscale AI infrastructure, today announced two simultaneous strategic moves that together mark a defining moment in India’s semiconductor journey. First, the acquisition of Sophic Silicon Technologies, a Bengaluru-based semiconductor IP design firm, beneficiary of India’s DLI and whose analog mixed-signal design expertise is now integral to Mixx’s co-packaged optics platform. Second, a manufacturing collaboration with Kaynes Semicon Private Limited, an Outsourced Semiconductor Assembly and Test (OSAT) specialist and beneficiary of India’s Production Linked Incentive (PLI) scheme, to establish a test and assembly facility that will support Mixx’s optical IC packaging roadmap. Taken together, the two announcements represent the first time an international deep-tech company has anchored both the design and manufacturing layers of a next-generation AI silicon platform in India, turning the country’s policy ambition into commercial reality.

The Acquisition: Completing the Full-Stack Foundation for Co-Packaged Optics
Every major cloud provider is deploying GPUs at a pace and scale that would have seemed implausible three years ago. But raw compute density is only half the equation. The harder problem is making sure those GPUs are working to its full potential and not waiting. In large AI clusters, accelerators spend a significant fraction of their time stalled on data waiting to move between chips fast enough to keep compute fed. The interconnect, not the GPU itself, is increasingly the binding constraint on utilization. And utilization directly determines the cost of a token and the energy burned to produce it. For hyperscalers running inference at billions of queries a day, the economics are unforgiving: every percentage point of GPU idle time is waste at scale. Introducing optics to declutter the data path improves efficiency. Co-packaged optics (CPO), the most effective solution to the interconnect bottleneck, integrates photonic engines directly alongside ASICs and accelerators, moving data at optical speeds and at a fraction of the power of conventional electrical interconnects. It unlocks the bandwidth density required to keep GPUs utilized efficiently and sustainably, bringing down both the cost of a token and the energy consumed to produce it.

The industry is focused, the demand is now, and Mixx is ready for real-world deployments.

Delivering CPO at hyperscale, however, requires precision across the full electronic-photonic stack; the hardest layer to design is the analog mixed-signal interface between the photonics and the digital system. That is precisely what Sophic Silicon Technologies has designed using advanced CMOS process nodes. Their IP now forms the electronic IC foundation of Mixx’s HBxIO™ platform – a multi-terabit, ultra-high-radix optical interconnect architecture purpose-built for large-scale AI inference and training. The acquisition brings Sophic Silicon’s full team and IP portfolio into Mixx, effective immediately.

“Our vision has always been to build the complete electronic-photonic stack. Sophic Silicon brings critical analog mixed-signal expertise that reinforces HBxIO and moves us closer to deploying optical connectivity at hyperscale.”

        — Vivek Raghuraman, CEO, Mixx Technologies

Sophic Silicon’s founders and core engineers, with backgrounds spanning advanced CMOS process design, EDA and IP development, and high-speed networking, will join Mixx’s core product development organization and continue expanding R&D operations in India.

“Sophic Silicon exists because optical connectivity at hyperscale demands more – lower power, higher bandwidth, seamless multi-protocol integration, and latency that lets networks perform at their absolute best. Mixx gives us the platform, the ecosystem, and the global reach to take that work where it was always meant to go. What we built in Bengaluru is now part of the infrastructure that the world’s largest computing deployments will run on.”

         — Deepak Pancholi, Founder, Sophic Silicon Technologies

The Collaboration: From Design to Deployment with Kaynes Semicon
Designing world-class semiconductor IP in India is a milestone. Manufacturing and testing it there is a transformation. Mixx Technologies’ collaboration with Kaynes Semicon Private Limited, a leading Indian OSAT provider and PLI beneficiary, is precisely that second step.

The collaboration brings together Kaynes Semicon’s advanced OSAT capabilities and Mixx’s optical IC design expertise to build a dedicated test and assembly capability for next-generation optical integrated circuits. Kaynes Semicon brings deep process knowledge in semiconductor assembly, packaging, and test, backed by the capital investment and institutional credibility of a PLI-supported program. For Mixx, the partnership creates a tightly integrated domestic manufacturing pathway for components of the HBxIO™ platform, enabling faster development cycles, closer collaboration between design and production teams, and the kind of end-to-end control that is essential when pushing the limits of optical IC performance.

“This multi-year collaboration with Mixx Technologies is a strong signal of where India’s semiconductor manufacturing ecosystem is headed. We have built the infrastructure and the process depth to support advanced optical IC packaging. Working with Mixx brings a world-class design partner into that ecosystem, demonstrating that PLI-backed Indian manufacturers can play at the leading edge of the global AI hardware supply chain.”

          — Raghu Panicker, CEO, Kaynes Semicon Private Limited

From India, for the World: A New Model for Semiconductor Globalization
Mixx Technologies has maintained R&D operations in India since its founding, alongside its San Jose headquarters and Taiwan facilities. The acquisition of Sophic Silicon deepens that presence significantly, embedding a team with leading-edge analog mixed-signal and photonics design experience into Mixx’s core product organization. The collaboration with Kaynes Semicon adds a manufacturing dimension: for the first time, a next-generation optical interconnect platform will have both its design and its assembly and test operations anchored in India. This is not an offshoring story. It is a story about India becoming a primary node in the global AI semiconductor value chain, with design, manufacturing, and IP origination happening here, at global scale.

“Mixx Technologies is committed to developing next-generation silicon photonics IP and system designs in India, contributing to the country’s ambition of becoming a global hub for semiconductor design and advanced manufacturing. The talent here is exceptional. The policy environment has matured to support it. And today’s announcements are what happens when both come together.”

           — Vivek Raghuraman, CEO, Mixx Technologies

The Road Ahead: Building the AI Interconnect Layer, in India
Sophic Silicon’s mixed-signal IPs is now being integrated across the HBxIO™ platform stack. Mixx is actively engaged with cloud service providers to qualify the platform across both scale-up and scale-out network, connecting servers and clusters across data center fabric.

The Kaynes Semicon collaboration is underway, focused on qualifying advanced optical IC assembly and test processes that meet the stringent performance and reliability standards hyperscale deployments demand. Mixx continues to expand its India R&D organization, with Bengaluru at the center of its global analog mixed-signal and photonics IC development.

The global AI chip market is projected to exceed $400 billion by 2030. The interconnect layer, tracking how data moves between chips, between accelerators and between clusters, is where the next wave of differentiation will be won. Mixx Technologies is building that layer. And it is building it in India.

About Mixx Technologies
Mixx Technologies, Inc. is venture-backed deep-tech company founded by the team that commercialized many zero-to-one silicon photonics products. The company is solving the data-movement bottleneck for AI compute infrastructure through its HBxIO™ platform, a multi-terabit, ultra-high-radix co-packaged optical interconnect architecture enabling cloud service providers to deploy large-scale AI inference at the speed and efficiency hyperscale demands. Headquartered in San Jose, California, with R&D operations in India and Taiwan. Visit: www.mixxtech.io.

About Sophic Silicon Technologies
Sophic Silicon Technologies is a Bengaluru-based semiconductor IP design firm specializing in analog mixed-signal, wireless and photonics ICs for AI-scale infrastructure. A beneficiary of India’s Design Linked Incentive (DLI) Scheme under the India Semiconductor Mission, the company developed its IP at leading-edge CMOS process nodes to address the electro-optic interface challenges central to co-packaged optics and next-generation AI scale-up interconnects. Sophic Silicon Technologies is now part of Mixx Technologies.

About Kaynes Semicon Private Limited
Kaynes Semicon Private Limited is an Indian OSAT (Outsourced Semiconductor Assembly and Test) company and beneficiary of the Government of India’s Production Linked Incentive (PLI) scheme for semiconductors. With infrastructure and advanced assembly capabilities at its Sanand, Gujarat facility, Kaynes Semicon is building India’s domestic semiconductor manufacturing ecosystem for next-generation packaging and test requirements.

Media Contact
Ramya Barna
Marketing and Investor Relations, Mixx Technologies, Inc
info@mixxtech.io

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Hydra X Launches HX Gateway API to Advance Institutional Adoption on the Canton Network

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The HX Gateway API supports financial institutions and developers building on Canton, reducing go-to-market timelines by up to 80% and deployment time by 50%.

SINGAPORE, July 23, 2026 /PRNewswire/ — Hydra X, a regulated market infrastructure operator for tokenised capital markets, today announced the launch of HX Gateway API, a REST API layer that supports financial institutions and application developers building on the Canton Network without requiring specialised expertise in Daml, Canton’s underlying programming language.

The API provides a straightforward integration layer that maps directly to familiar business workflows – onboarding participants, issuing and managing assets, and executing transfers. Now, institutions can go from decision to deployment without needing to build infrastructure from the ground up.

Built on Production Experience on the Canton Network

The HX Gateway API is built on Hydra X’s own production experience operating on the Canton Network. The firm has tokenised over US$100 million in assets for institutional clients across multiple regulatory frameworks on Canton through DA Registry – a secure tokenisation solution with regulatory-grade compliance built by Digital Asset, creators of the Canton Network.

That operational depth informed the design of the API, resulting in measurable gains for institutional deployments:

Rapid Go-to-Market: Up to an 80% acceleration in go-to-market timelines.Faster Path-to-Production: A 50% reduction in deployment time.Flexible Integration: Available as a hosted service or as an external deployment for clients with existing validator infrastructure.

“The HX Gateway API was designed to advance institutional adoption on the Canton Network.  It is built on the same infrastructure we run in production for regulated clients, and it means that banks, asset managers and exchanges no longer need to treat Canton integration as a specialist engineering project. It is a business decision now, and the timelines reflect that,” said Mark Tang, VP of Client Solutions, Hydra X.

A Broader Shift in Tokenised Capital Markets

The launch marks a broader shift in how regulated financial institutions can engage with the Canton Network. As tokenised capital markets around the world move from pilot programmes to production deployments, the ability to integrate quickly and reliably into shared network infrastructure is becoming a competitive differentiator. The HX Gateway API is designed to meet that moment, providing institutional-grade tooling that significantly accelerates the path from deciding to build on the Canton Network to achieving a live deployment.

About Hydra X

Hydra X is a regulated market infrastructure operator for tokenised capital markets, with live deployments across Asia-Pacific. The firm builds and operates the full lifecycle of digital capital market infrastructure, spanning tokenisation, distribution, trading, custody and settlement. Hydra X serves financial institutions seeking to issue, trade and custodise digital assets on regulated, institutional-grade infrastructure.

www.hydrax.io

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Unfold Your Passions with a $0 Galaxy on StarHub 5G Unlimited+ Plans

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Pre-order the new Samsung Galaxy Z Fold8 Ultra, Galaxy Z Fold8 and Galaxy Z Flip8 with StarHub to unlock exclusive perks

SINGAPORE, 23 July 2026 /PRNewswire/ — Your next Galaxy upgrade just got easier. Whether it’s streaming Premier League action on the go, multi-tasking on a larger foldable display or enjoying immersive entertainment, StarHub is making it easier than ever to own Samsung’s latest Galaxy foldables.

From today, customers can pre-order the new Samsung Galaxy Z Fold8 Ultra, Galaxy Z Fold8, and Galaxy Z Flip8 on StarHub’s 5G Unlimited+ Plans, enjoying up to $1,688 in device savings, up to $2,880 in DeviceDollars (over 36 months) to offset interest-free device instalments, bringing the cost of owning Samsung’s latest foldables down to as low as $0.

More Value with Every Upgrade

Designed to make upgrading easier and more rewarding, StarHub’s 5G Unlimited+ Plans combine exclusive pre-order offers with perks, so customers get even more from Samsung’s latest Galaxy foldables:

Up to $2,880 in DeviceDollars (over 36 months) to offset interest-free instalments, with flexible payment options across 12, 24 or 36 monthsUpfront pay later device discounts with 5G Unlimited+ PlansUp to $350 off device for new lines and port-insGuaranteed $300 trade-in bonus on top of device’s base trade-in valueComplimentary Premier League Annual Pass worth $380 with Galaxy Z Fold8 Ultra or Fold8Complimentary storage upgrade to 512GB at the price of 256GB worth $300, with 5G Unlimited+ Plus Plans and aboveComplimentary 3 months SmartSupport (worth $42.78) to lock in the 50% trade-in guarantee on your new Galaxy Z Foldable[1]$38 e-voucher for customers who registered their interestWatch add-on savings of up $250 off Galaxy Watch Ultra2 and $100 off Galaxy Watch9

More Freedom with 5G Unlimited+ Plans

Beyond the device, StarHub’s 5G Unlimited+ Plans include unlimited data, built-in global roaming across 165 destinations, and unlimited calls and SMS, giving customers greater peace of mind whether they’re staying connected at home or travelling overseas.

Pre-Order Details

Customers can pre-order the new Samsung Galaxy Z Series, Galaxy Watch Ultra2 and Galaxy Watch9 on StarHub’s 5G Unlimited+ Plans from 23 July 2026, 9am to 13 August 2026, 11.59pm via the StarHub App and online at starhub.com/samsung. Customers who prefer to pre-order in person can do so at StarHub Shops from 4 August 2026, during operating hours.

The Samsung Galaxy Z Series will be available for walk-in purchase at StarHub shops from 14 August 2026, 11am, and online via the StarHub eShop from 14 August 2026, 12am, while stocks last.

For more information, visit: starhub.com/samsung.

[1] Terms and conditions apply, please refer to starhub.com/samsung

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