Technology
Avnet Brings Ecosystem Together to Scale Edge AI in Singapore
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Industry leaders from AI Singapore and Nanyang Polytechnic join global partners to accelerate real-world edge AI deployment
SINGAPORE, June 30, 2026 /PRNewswire/ — As AI adoption accelerates across Singapore and Southeast Asia, where 81% of companies have moved beyond experimentation[1] and 56% of Singapore companies report progress toward scaled adoption[2], the challenge is now execution at scale. In Singapore, where the digital economy contributes approximately 18.6% of GDP, enterprises are rapidly operationalising AI[3], driving demand for integrated solutions and deep technical expertise.
Against this backdrop, Avnet plays a critical role in powering industry growth, bringing together engineering expertise, ecosystem partnerships and supply chain capabilities to turn AI innovation into deployable solutions. This will be showcased at its upcoming Edge & Beyond Tech Day in Singapore, where Avnet is convening industry leaders to accelerate AI and edge adoption across the region.
“As AI moves from early experimentation to widespread commercial deployment across Southeast Asia, the conversation is shifting,” said Tan Aik Hoon, Regional President, Avnet South Asia and Korea. “Access to technology is no longer the primary hurdle for enterprises. Instead, the focus has turned to the practicalities of architecture and integration—specifically how to take complex AI models and run them efficiently and reliably at the edge.”
The Avnet Edge & Beyond Tech Days, taking place in July 2026 across Singapore and Vietnam—including Hanoi and Ho Chi Minh City—are now open to engineers, product leaders, and decision-makers navigating the next phase of AI. Space is limited. Request an invitation to attend here: http://avnet.me/028841
Scaling AI from Innovation to Execution
While AI adoption continues to advance, organisations face increasing challenges in translating innovation into scalable, real-world applications—particularly at the edge, where performance, latency and reliability are critical.
Findings from Avnet Insights 2026 highlight that 56% of engineers are already shipping AI-enabled products[4], as companies embed AI into product design and industrial environments while navigating challenges such as data quality, system integration and secure deployment.
These challenges are increasingly consistent across Asia, reinforcing the need for partners that can deliver end-to-end integration, engineering support and scalable deployment capabilities.
Advancing Edge AI for Real-World Impact
A key focus of Edge & Beyond Tech Day is the growing importance of edge AI, where intelligence is embedded closer to devices to enable real-time decision-making across sectors such as manufacturing, robotics and smart infrastructure.
Taking place on July 10 at Sheraton Towers Singapore, the event will showcase:
AI-driven enterprise and industrial applications aligned with national prioritiesReal-time edge intelligence and deployment strategiesRobotics and physical AI innovationEmbedded AI platforms and scalable system solutions
These focus areas align with Singapore’s continued push to deepen AI adoption under its National AI Strategy 2.0, which aims to embed AI across industries and drive long-term economic growth.
Industry Leaders Address Key AI Challenges
Leading voices from government, academia and industry will also address critical challenges shaping the next phase of AI adoption.
AI Singapore will share insights from its national AIxTech initiative, highlighting how organisations are building AI-ready talent and accelerating real-world AI development.Nanyang Polytechnic (NYP) will explore the importance of deploying intelligence at the point of action, where real-time decision-making is becoming essential across industries.Weston Robot will examine the critical gap between research and commercialisation in robotics, sharing perspectives on how innovative technologies can transition more effectively from the lab to real-world deployment.
Together, these perspectives reflect a broader industry shift—from isolated AI initiatives to integrated, scalable deployment at the edge.
Showcasing Innovation Across a Strong Ecosystem
Another highlight of the event is the strong ecosystem of global technology partners coming together to showcase the latest innovations across semiconductors, connectivity, power management and embedded systems.
Participating partners include AMD, Amphenol, DEEPX, element14, Micron, Molex, MPS (Monolithic Power Systems), NXP, onsemi, Phoenix Contact, Power Integrations, Renesas, Quectel, Samtec, SiTime, STMicroelectronics, Taoglas, Transcend and YAGEO, among others.
These partners will demonstrate solutions spanning the full AI value chain—from intelligent sensing and connectivity to compute, power and system integration—enabling organisations to accelerate deployment of real-world AI and edge applications.
Supporting a Growing Regional Ecosystem
As Southeast Asia continues to emerge as a high-growth region for AI, sustained progress will depend on strong collaboration across the technology ecosystem.
“Sustained digital competitiveness in Southeast Asia relies on a well-integrated ecosystem,” Tan added. “Through the Edge & Beyond Tech Day, we are actively tearing down the silos between component innovators, software developers, and system engineers. By connecting these capabilities, Avnet is helping enterprises move past the proof-of-concept phase and deploy secure, scalable edge AI at commercial speed.”
By bridging innovation with execution, Avnet is helping organisations design, deploy and scale AI and edge solutions more effectively—contributing to the region’s long-term digital transformation and competitiveness.
Get Involved:
The Avnet Edge & Beyond Tech Days, taking place in July 2026 across Singapore and Vietnam—including Hanoi and Ho Chi Minh City—are now open to engineers, product leaders, and decision-makers navigating the next phase of AI. Space is limited. Request an invitation to attend here: http://avnet.me/028841
About Avnet
As a leading global technology distributor and solutions provider, Avnet has served customers’ evolving needs for more than a century. Through regional and specialized businesses around the world, we support customers and suppliers at every stage of the product lifecycle. We help companies adapt to change and accelerate the design and supply stages of product development. With a unique viewpoint from the center of the technology supply chain, Avnet is a trusted partner that solves complex design and supply chain issues so customers can realize revenue faster. Learn more about Avnet at www.avnet.com.
Sources:
[1] McKinsey, EDB & Tech in Asia (2026) – Southeast Asia AI adoption statistic indicating 81% of companies have moved beyond experimentation
[2] Singapore Economic Development Board (EDB), AI in Southeast Asia: An Era of Opportunity (2026) – Singapore adoption statistic indicating 56% of companies report progress toward scaled adoption.
[3] IMDA Singapore Digital Economy Report 2025 – Digital economy contributes 18.6% of GDP.
[4] Avnet Insights 2026 Whitepaper – 56% of engineers are shipping AI-enabled products globally
Appendix: Partner & Sponsor Showcase Highlights
Key product and technology exhibits by valued ecosystem partners at the Avnet Edge & Beyond Tech Day include, among others:
Amphenol Industrial
Amphenol Industrial will showcase its latest full-spectrum industrial power & signal interconnects designed to ensure stable operation under harsh Industrial conditions. The exhibit will feature rugged high-performance interconnect systems and a wide range of connector products, delivering field-proven reliability and iterative innovation essential for next-gen Factory Automation, Robotics, Renewable Energy and Commercial Vehicle deployments.
Amphenol Communications Solutions
Amphenol Communications Solutions will be exhibiting its latest interconnect solutions designed to enable high-bandwidth, low-latency Edge AI infrastructure. The exhibit will feature advanced high-speed I/O and card-edge connector technologies and power interconnect solutions, delivering the signal integrity, power efficiency, and scalable performance essential for next-generation AI/ML, cloud, telecom, and edge computing deployments.
element14
element14 will showcase its electronic and industrial system design solutions. The exhibit will feature edge AI vision systems using the Raspberry Pi AI Camera, single-board computing platforms, and embedded development solutions with STM Discovery kits and connectivity accessories. These support edge processing for industrial automation and edge AI applications.
Molex
Molex will showcase its latest cutting-edge interconnect innovations designed to power the AI revolution. The exhibit will feature the EXTreme Ten60 Mezzanine Connectors and EXTreme PowerEdge Plus Card Edge Connectors, both delivering the high-density, robust power distribution essential for next-generation AI servers and data center architectures. Additionally, Molex will highlight the Micro-Fit+ OCP M-PIC 12V Connectors, providing the standardized, high-performance efficiency required by Open Compute Project (OCP) standards for AI hardware demanding space-saving yet powerful connectivity.
MPS
MPS will showcase its latest high-performance, energy-efficient power solutions designed to enable next generation Edge AI applications. The exhibit will feature advanced power management ICs for AI computing platforms and intelligent power systems for robotics and industrial automation, delivering exceptional power efficiency, reliability and performance essential for real-time edge deployment.
Nanyang Polytechnic
Nanyang Polytechnic will showcase its latest Edge AI technologies and real-time intelligent vision innovations designed to enable AI processing directly at the edge, delivering faster insights, reduced latency, and enhanced data privacy. The exhibit will feature AI-Powered Smart Surveillance Solutions and Intelligent Edge Vision Systems for Industrial and Autonomous Applications, delivering the high-performance, low-latency inference capabilities essential for next-generation edge AI deployment across healthcare, transport, security, logistics, manufacturing, and construction sectors.
onsemi
onsemi will showcase its latest innovations at Avnet Edge & Beyond Tech Days 2026, featuring advanced solutions including Autonomous Mobile Robots, Power Discretes, TREO platform, and cutting‑edge Image Sensors. The showcase highlights onsemi’s commitment to enabling smarter, more efficient system designs and accelerating intelligent edge applications across industries.
Phoenix Contact
Phoenix Contact will showcase its latest advanced connectivity and intelligent power reliability solutions designed to support seamless and resilient data center operations. The exhibit will feature efficient power, signal, and data transmission solutions and real-time monitoring and protection systems, delivering the high availability and operational reliability essential for mission-critical data center environments.
Quectel
Quectel will showcase its latest end-to-end intelligent IoT solutions designed to accelerate Edge AI innovation. The exhibit will feature AI-powered Smart SBC platforms alongside Quectel’s comprehensive IoT ecosystem, including wireless modules, antennas, and connectivity services, delivering high-performance, scalable solutions for robotics, industrial automation, machine vision, and intelligent edge applications.
Renesas
Renesas will showcase its edge intelligence solutions for smart city sensors, asset tracking, and crowd counting. These solutions, developed in collaboration with partners, demonstrate the key features of its MPU, MCU, and connectivity portfolio. They highlight capabilities such as real-time NPU (neural processing) performance and low power consumption, which are essential for edge AI deployment. In addition, they illustrate how Renesas products are applied in real-world implementations.
Samtec
Samtec will showcase its latest high-performance interconnect solutions designed to optimize the entire signal channel of high performance systems. The exhibit will feature Samtec’s High Speed, High-Power-Density connectors and cables, meeting the demand for increased speeds, bandwidths, frequencies, and densities essential for supporting next-generation AI/ML applications such as SoM/CoM; computing platform chipsets; and ultra-low latency products.
STMicroelectronics
STMicroelectronics will showcase its latest 60Ghz RF technology designed to support applications such as Radar, LiDAR, humanoid and robotics joints that require rotation and connectivity. The exhibit will feature ST60, delivering high data rate with low latency and utilizing low power wireless link even under harsh environment uses cases.
Taoglas
Taoglas will showcase its latest advanced antenna and RF innovations, designed to enable seamless connectivity for Edge AI applications. The exhibit will feature high-performance antenna solutions and cutting-edge antenna design tools, delivering the reliable, low-latency connectivity essential for next-generation edge deployments.
Transcend
Transcend Information will showcase its latest top component solutions designed for computing storage. The exhibit will feature industrial SSD solutions and DRAM modules, delivering the diverse, extended-longevity choices and fixed-BOM stability essential for next-generation AI/edge deployments.
Yageo
YAGEO Group will highlight its comprehensive passive portfolio and new NTC thermistor line, enabling high reliability and power efficiency for Edge AI. The exhibit delivers the precise thermal sensing, monitoring, and circuit protection essential for demanding automotive, networking, and industrial power systems.
CONTACT: Seraphina Wee, Seraphina.wee@avnet.com
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SOURCE Avnet
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CreditRefresh Members Challenge More Than 1,000 Potential Credit Report Errors in First Month
Published
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Credit Refresh LLC brings advanced AI and full consumer control to a traditionally complex dispute process
DOVER, Del., Sept. 4, 2026 /PRNewswire/ — Credit Refresh LLC, creator of the AI-powered CreditRefresh platform, today announced that members used CreditRefresh to challenge more than 1,000 potentially inaccurate, incomplete, outdated or unverifiable credit report items during the platform’s first month.
CreditRefresh helps consumers conduct a detailed review of the credit report information they provide. Members decide what to address, review and edit their dispute materials, and control every step of the process themselves.
“Seeing members challenge more than 1,000 potential reporting errors during our first month reinforces our belief that consumers want a simpler and more transparent way to manage credit disputes,” said Jordan Reyes, Head of Product at Credit Refresh LLC. “CreditRefresh gives consumers advanced analysis and clear guidance while keeping every decision in their hands.”
AI trained for detailed credit report analysis
CreditRefresh uses advanced AI trained specifically to analyze credit report information with care and consistency. The technology reviews account-level details and applies structured checks across the information available for analysis.
This field-by-field approach helps members examine the information behind each account and understand which details may warrant further investigation. CreditRefresh can identify potential inconsistencies, outdated information, incomplete records and other details that may be difficult to recognize during a basic manual review.
CreditRefresh also makes the process easier for consumers who would otherwise attempt credit disputes without guidance. The platform organizes relevant information, explains potential issues in plain language and helps members prepare personalized dispute materials.
Consumers remain in control
Members choose which items to address, review the supporting information, approve the language used in their dispute materials, and decide whether and when to submit each dispute.
CreditRefresh encourages members to dispute only information they believe is inaccurate, incomplete, outdated or unverifiable.
“CreditRefresh was built to help consumers understand what appears on their credit reports and take informed action,” said Reyes. “Advanced AI handles the detailed analysis and organization. Members remain in control from the initial review through the final dispute decision.”
A promising first month
The more than 1,000 potential reporting errors challenged during the first month represent an early milestone for Credit Refresh LLC and demonstrate how consumers are using AI to take a more active role in the credit dispute process.
Each disputed item represents a decision made by a CreditRefresh member after reviewing the available information. Through this guided process, consumers can investigate potential errors and take an important first step toward better credit.
CreditRefresh does not promise a specific credit outcome. Results vary based on each consumer’s credit profile, the information disputed, creditor and credit bureau responses, and other financial activity.
A simpler approach to credit disputes
CreditRefresh combines systematic credit report analysis with the accessibility of a guided do-it-yourself experience. Members receive help understanding complicated report information while retaining personal control over the dispute process.
By making detailed analysis easier to access, Credit Refresh LLC aims to help more consumers understand their credit reports, investigate potential errors and take informed steps toward better credit.
About CreditRefresh
CreditRefresh is an AI-powered platform created by Credit Refresh LLC. CreditRefresh helps consumers review credit report information, identify potential reporting issues, prepare personalized dispute materials and manage the dispute process themselves. CreditRefresh is designed to make credit report disputes more understandable, detailed and accessible while keeping consumers in control.
Learn more at creditrefresh.ai.
Activity disclosure
The statement that members challenged more than 1,000 potential reporting errors is based on CreditRefresh platform records from July 28, 2026 through August 28, 2026. The total reflects credit report items selected for dispute by members. Submission of a dispute does not establish that the disputed information was inaccurate or guarantee a particular outcome.
Media contact
Maya Chen
Communications Lead, Credit Refresh LLC
press@creditrefresh.ai
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SOURCE Credit Refresh LLC
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Eightpoint Technologies Joins Enterprise Cayman and DMZ as Programme Partner for Launch Labs Incubator
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28 minutes agoon
September 4, 2026By
Eightpoint will support the inaugural 14-week programme connecting 18 ventures with mentorship, expertise and networks to help accelerate scalable growth
GEORGE TOWN, Cayman Islands, Sept. 4, 2026 /PRNewswire/ — Eightpoint Technologies Ltd. SEZC today announced that it has joined Enterprise Cayman and global startup incubator DMZ as a Programme Partner for the inaugural Launch Labs Incubator, a 14-week programme designed to help entrepreneurs strengthen their businesses, accelerate commercialisation and prepare for investment and scalable growth.
The programme, which runs from September 1 through December 4, 2026, brings together 18 Cayman-based and international ventures spanning technology, financial services, artificial intelligence, consumer solutions and other emerging industries.
As a Programme Partner, Eightpoint will support Enterprise Cayman and DMZ in providing participating founders with access to resources, expertise and connections designed to help them build and grow their businesses.
“Having built and grown our business from Cayman, we have seen firsthand the value of a strong, connected technology and entrepreneurial ecosystem,” said Thomas Redford, President of Eightpoint Technologies Ltd. SEZC. “Launch Labs is creating meaningful opportunities for founders to access the mentorship, expertise and networks that can help turn promising ideas into scalable businesses. We’re pleased to come on board as a Programme Partner and support an initiative that is investing directly in entrepreneurs while strengthening Cayman’s position as a place where innovative companies can build and grow.”
Eightpoint Technologies has operated within Cayman Enterprise City since 2018 and recently reaffirmed its long-term commitment to the Cayman Islands through an extended presence at Signal House in George Town. The company builds and commercialises digital products across desktop and mobile interfaces, giving its team firsthand experience developing technology products for consumers across international markets.
That experience closely aligns with Launch Labs’ focus on helping founders move from early-stage ideas toward sustainable, scalable companies.
“Eightpoint has been part of the Cayman Enterprise City community for many years, and we are pleased to have them joining Launch Labs as a Programme Partner,” said Charlie Kirkconnell, CEO of Cayman Enterprise City and Chairman of Enterprise Cayman. “Their experience building technology businesses from Cayman and serving international markets brings valuable perspective to the programme. Partnerships like this help us connect entrepreneurs with the experience, expertise and networks that can support their growth while continuing to strengthen Cayman’s innovation ecosystem.”
Supporting the Next Generation of Entrepreneurs
Powered by DMZ, one of the world’s leading startup incubators, Launch Labs combines weekly workshops, structured milestones, dedicated mentorship and founder activities across four core areas: strategic foundations, go-to-market and sales, financial and growth strategy, and execution and investor readiness.
For Eightpoint, participating in Launch Labs is an extension of the company’s broader commitment to supporting the technology community in the Cayman Islands.
“Eightpoint has benefited from being part of the Cayman community for many years, and we believe it is important to give back locally by supporting initiatives that create opportunities for others,” said Deniz Gezgin, CEO of Eightpoint. “Developing a strong technology ecosystem also means investing in people. Through programmes like Launch Labs, we hope to help create more pathways for local entrepreneurs and talent to develop their skills, build businesses and access meaningful career opportunities as Cayman’s technology sector continues to grow.”
The inaugural Launch Labs programme concludes December 4, 2026. Additional information about the programme is available through Enterprise Cayman at enterprisecayman.ky/launch-labs-incubator
About Eightpoint Technologies Ltd. SEZC: Eightpoint Technologies Ltd. SEZC is a special economic zone company based at Signal House in George Town, Grand Cayman, where it has operated within Cayman Enterprise City since 2018. It builds and commercialises user-first digital products across desktop and mobile interfaces. Eightpoint Technologies is one of a group of sister companies, each a separate legal entity. Learn more at eightpoint.io.
About Enterprise Cayman: Enterprise Cayman is a non-profit organisation powered by Cayman Enterprise City in partnership with Cayman Islands special economic zone companies. The organisation provides Caymanians and residents with access to learning experiences and opportunities to develop and launch new business ventures, pursue careers within the technology and innovation sectors, and connect with a network of industry professionals.
About DMZ: DMZ is a tech incubator and startup ecosystem that fuels entrepreneurship in Canada and beyond. Through its programmes, DMZ supports founders in scaling high-impact ventures and connects entrepreneurs with resources, mentorship and international networks. Headquartered in Toronto, DMZ operates a global network spanning more than 15 countries.
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SOURCE Eightpoint
Technology
IFA 2026: Sunseeker Debuts 2027 LiDAR Models, Smart Garden Ecosystem and Industry‑First 3D Semantic Map
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28 minutes agoon
September 4, 2026By
The 2027 LiDAR lineup and intelligent garden platform mark a strategic shift from standalone mowers to a connected, adaptive outdoor ecosystem
BERLIN, Sept. 4, 2026 /PRNewswire/ — Sunseeker, a global leader in intelligent lawn care, unveiled five all-new 2027 LiDAR products at IFA 2026, alongside its Smart Garden ecosystem, AllSense™ 3.0, and MapOS™ with the industry’s first 3D Semantic Map for intuitive, real-scene lawn management.
Making its IFA debut, Sunseeker is expanding its vision beyond robotic mowing to build a connected Smart Garden ecosystem powered by AI, robotics, supporting smart irrigation, weed control, and the seamless integration of an expanding range of outdoor robots.
Sunseeker’s 2027 LiDAR lineup: precision, intelligence and scalability for every garden
Sunseeker’s 2027 LiDAR lineup is designed for effortless use: no manual mapping, no complexity. All five models come standard with LiDAR sensing. Among them, the S7 LiDAR Ultra AWD 3000 and S5 LiDAR Ultra Pro AWD 1800 feature AllSense™ 3.0, which uses 360° LiDAR to autonomously map and navigate the working environment, along with Smart Garden ecosystem and MapOS™. The S3 LiDAR Series utilizes solid-state LiDAR. All are engineered to deliver precise perception and reliable navigation across diverse garden environments. The S7’s AWD easily handles steep and uneven ground, including slopes of up to 80% (approx. 39°). The five models bring wire-free and antenna-free installation and centimeter-level navigation to gardens from 500 to 3,000 square meters. Availability begins in February 2027.
The S7 is designed for large and complex lawns and features an Extension Hub that supports accessories such as the EdgeZero trimmer head, enabling precise 0cm edge-to-edge cutting, as well as a robotic arm. The S5 brings advanced intelligence to medium and large family gardens, while the S3 Series provides wireless precision for smaller and sloped lawns. With 360° LiDAR and recognition of more than 360 types of obstacles, Sunseeker’s perception technology helps mowers detect and respond to objects more accurately, reducing the risk of collisions and helping users enjoy safer and more reliable autonomous mowing with less manual intervention.
Smart Garden: An Intelligent Ecosystem That Senses, Understands, and Recommends
At IFA 2026, Sunseeker introduced the Smart Garden ecosystem, bringing a more intelligent garden and lawn management experience to users.
Built on Sense, Understand, and Recommend, Sunseeker’s Smart Garden ecosystem connects robotic mowers, rain gauges, soil sensors (available 2027), and future autonomous robots into a unified intelligence network. By continuously monitoring rainfall, soil, lawn health, and environmental conditions, it builds real‑time garden understanding, transforming data into actionable insights through onboard Vision AI, multi‑modal sensor fusion, and cloud‑based AI models. For example, when yellow grass is detected, AI can help determine whether it is caused by drought or pests and recommend watering or pest control. Future integration with Smart Irrigation Control will further extend Smart Garden from sensing and recommendations to automated action.
Sunseeker also unveiled its FSA (Flexible Supervised Autonomy Outdoors) technology roadmap to explore the future development of autonomous outdoor care. Informed by discussions with Prof. Dr. Alan Akbik, Professor of Machine Learning at Humboldt University of Berlin, the roadmap aims to progressively reduce human intervention. With Sunseeker currently at the Level 3 (L3) Smart Garden stage and progressing toward L4 Supervised Autonomous Garden and L5 Supervised Autonomous Outdoors, the roadmap charts a clear path forward.
“AI will redefine the entire outdoor-care industry. As we progress from L3 toward L4 and L5, human involvement in outdoor work will continue to decline, helping address labor shortages and population aging,” said Prof. Dr. Alan Akbik.
“This evolution is already underway, and Sunseeker is committed to leading it,” said Terry Ma, CEO of Sunseeker. “We will continue to invest in AI and robotics, advancing from Smart Garden to Flexible Supervised Autonomous Outdoors to free users from routine outdoor work and give them more freedom to enjoy life.
MapOS™: Industry‑First 3D Semantic Map for Intuitive Lawn Management
Integrating AI semantic understanding, MapOS™ transforms visual information into a semantic map to create a digital representation of the garden with contextual understanding, the real-scene map will give users a clear view of the garden including both layout and key landscape elements, which further enables fine-tune boundaries point by point, designates no-go and safe zones, and customizes mowing settings directly on the map to make the lawn management more intuitive and precise.
For large or complex gardens, MapOS™ combines real-scene visualization with intelligent insights to reduce unnecessary remapping and manual intervention, delivering a more effortless lawn-care experience.
Accelerating growth through portfolio strength and global reach
Sunseeker Robotics achieved a threefold increase in revenue in 2026, driven by 14 products across 40 countries under its dual-brand strategy. The company continues to strengthen its Glocal strategy through localized partnerships, retail expansion and full-channel service capabilities. Its retail network has grown from approximately 1,500 points of sale in 2025 to about 5,000 in 2026, supported by partnerships with leading retailers, e-commerce platforms and regional distributors across Europe and the U.S.
Sunseeker is also expanding its presence through partnerships with national team and major sports clubs, including FFF (French Football Federation), SV Werder Bremen (Germany), Mantova 1911 (Italy), IFK Göteborg (Sweden) and F.C. Copenhagen (Denmark), Philadelphia Phillies (US), further strengthening its connection with local communities beyond product sales.
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SOURCE Sunseeker Robotics
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