Market Overview - The global digital classroom market was valued at USD 153.82 billion in 2024 and is projected to reach USD 356.74 billion by 2033, with a compound annual growth rate (CAGR) of 11.09% from 2025 to 2033 [2][12]. - North America holds a significant market share of over 33.7% in 2024, driven by the adoption of e-learning tools and advancements in educational technology [2][9]. Market Drivers - The increasing number of schools and applicants is driving demand for digital classrooms globally, alongside rapid digitization and the rise in sales of smart devices [3]. - The proliferation of educational apps providing interactive online lectures and study materials is positively influencing market growth [4]. - Government initiatives to open new schools and enhance educational infrastructure, including the introduction of projectors and interactive whiteboards, are fostering market expansion [4]. Technological Integration - The integration of advanced technologies such as virtual reality (VR), augmented reality (AR), artificial intelligence (AI), machine learning (ML), data analytics, and cloud computing in digital classrooms is enhancing the learning experience and automating administrative tasks [5]. Market Segmentation - The digital classroom market is segmented by product type, with digital classroom hardware being the largest segment [7]. - In terms of application, higher education accounts for the largest market share, followed by K-12 education [8]. Regional Insights - North America is identified as the largest market for digital classrooms, supported by a high number of schools and the integration of advanced technologies [9]. Competitive Landscape - The report includes a comprehensive analysis of the competitive landscape, detailing market structure, key players, and their strategies [10][11].

Group 1 - The core viewpoint of the articles highlights the significant growth and investment potential in the robotics sector, driven by advancements in technology and increasing application scenarios [1][2] - The robot ETF fund (562360) experienced a V-shaped rebound with a trading volume exceeding 40 million yuan, indicating strong market interest [1] - The upcoming 2025 Zhongguancun Forum will feature humanoid robots as intelligent assistants, showcasing the practical applications of robotics in various roles such as reception, communication, and service [1] Group 2 - The investment value of the robotics sector is emphasized, as it is seen as a crucial direction for future technological development with long-term growth potential [2] - Continuous advancements in artificial intelligence, machine learning, and big data are contributing to the maturation of robotics technology, leading to a growing demand for robotic products and services across different sectors [2] - NVIDIA's initiatives, such as the Isaac GR00T N1 and Newton projects, are highlighted for their role in showcasing the latest advancements in robotics and promoting industry innovation through open-source approaches [2]

As filed with the U.S. Securities and Exchange Commission on March 21, 2025. Registration No. 333-285191 UNITED STATES SECURITIES AND EXCHANGE COMMISSION WASHINGTON, D.C. 20549 _______________________ AMENDMENT NO. 2 TO FORM F-1 REGISTRATION STATEMENT UNDER THE SECURITIES ACT OF 1933 _______________________ | Cayman Islands | 7319 | Not Applicable | | --- | --- | --- | | (State or Other Jurisdiction of | (Primary Standard Industrial | (I.R.S. Employer | | Incorporation or Organization) | Classification Code ...

Financial Data and Key Metrics Changes - OSS reported consolidated revenue of $15.1 million for Q4 2024, reflecting a 15.1% year-over-year increase driven by double-digit growth across both OSS and Bressner segments [29] - Consolidated gross margin for Q4 2024 was 15.7%, down from 33.7% in the prior year, with gross margin excluding one-time charges at 23.8% [30] - The company expects consolidated gross margin to return to the low 30% range in Q1 2025 [30] Business Line Data and Key Metrics Changes - OSS segment gross margin for Q4 2024 was 9.4%, compared to 45.9% in the same period last year, with expectations for improvement to the mid to upper 30% range in Q1 2025 [31] - Customer-funded development revenue increased by 118% in 2024 to $3.7 million, indicating strong growth potential for future revenues [10] Market Data and Key Metrics Changes - The company experienced greater adoption in both defense and commercial end markets, contributing to a broader customer base [9] - The annual book-to-bill ratio for the OSS segment was lifted to 1.14, with expectations for a ratio of approximately 1.2 in 2025 [11][12] Company Strategy and Development Direction - OSS is focused on transforming the company and pursuing growth opportunities driven by artificial intelligence, machine learning, and sensor processing [5] - The company anticipates significant opportunities in composable infrastructure for data centers, with a projected $200 million multiyear pipeline [17] - OSS aims to leverage its technology to meet the increasing demand for rugged enterprise-class compute solutions in both defense and commercial markets [13] Management's Comments on Operating Environment and Future Outlook - Management noted that while uncertainty related to business and government spending is expected to continue in the first half of 2025, the embedded position with customers remains strong [11] - The company projects consolidated revenue of $59 million to $61 million for 2025, with OSS segment revenue expected to grow over 20% year-over-year [22][23] - Management expressed confidence in the financial position and potential for 2025, despite anticipated near-term volatility [24] Other Important Information - OSS incurred a $1.2 million charge related to contract losses and $7.1 million in inventory charges in 2024, impacting gross margin and net income [27][28] - The company had total cash and short-term investments of $10 million as of December 31, 2024, with no borrowings on its revolving line of credit [35] Q&A Session Summary Question: What was the reason for the lower OSS segment gross margin? - Management indicated variability in gross margin based on the mix of products, with lower margin products shipping in Q4 2024 [40][43] Question: How has the order pipeline changed for 2025? - Management stated that the pipeline remains stable, with no significant shifts, and they are seeing increased opportunities [52] Question: Where is the growth expected to come from in the commercial and defense markets? - Growth is expected to be balanced across both markets, with notable opportunities in data centers and medical imaging [64][66] Question: Are there any unexpected areas of strength in the commercial segment? - The medical imaging sector is seeing faster adoption of AI than initially anticipated [70] Question: How many product programs are currently in development under the OSS segment? - Management noted that customer-funded development programs are crucial for long-term opportunities, but specific numbers were not provided [73]

Financial Data and Key Metrics Changes - The company reported consolidated revenue of $15.1 million for Q4 2024, reflecting a 15.1% year-over-year increase driven by double-digit growth across both OSS and Bressner segments [29] - Consolidated gross margin for Q4 was 15.7%, down from 33.7% in the prior year, with gross margin excluding one-time charges at 23.8% [30] - The company expects consolidated gross margin to return to the low 30% range in Q1 2025 [30] Business Line Data and Key Metrics Changes - OSS segment gross margin for Q4 was 9.4%, compared to 45.9% in the same period last year, with expectations for improvement to the mid to upper 30% range in Q1 2025 [31] - Customer-funded development revenue increased by 118% in 2024 to $3.7 million, indicating strong growth potential for larger revenues in the future [10] Market Data and Key Metrics Changes - The company experienced growth in both defense and commercial end markets, with significant demand from the U.S. Army and other defense contractors [9][10] - The company anticipates a projected consolidated revenue of $59 million to $61 million for the full year of 2025, including OSS segment revenue of approximately $30 million, representing over 20% year-over-year growth [22][23] Company Strategy and Development Direction - The company is focused on transforming its business model to capitalize on growth opportunities in artificial intelligence, machine learning, and rugged enterprise-class compute solutions [5][6] - The company has identified a $200 million multiyear pipeline opportunity in composable infrastructure for data centers, which is expected to drive future growth [17] Management's Comments on Operating Environment and Future Outlook - Management noted that while there may be near-term volatility due to budget delays and economic uncertainties, the company feels confident about its financial position and growth potential for 2025 [24] - The company expects to be EBITDA breakeven for the full year of 2025, with revenue and profitability anticipated to improve in the second half of the year [23] Other Important Information - The company incurred a $1.2 million charge related to contract losses and $7.1 million in inventory charges in 2024, which negatively impacted financial results [27][28] - As of December 31, 2024, the company had total cash and short-term investments of $10 million, with no borrowings on its revolving line of credit [35] Q&A Session Summary Question: What was the reason for the lower OSS segment gross margin? - Management indicated variability in gross margin based on the mix of products, with lower margin products shipping in Q4 2024 [40][43] Question: How has the order pipeline changed for 2025? - Management stated that the pipeline remains stable, with no significant shifts, and they are seeing increased opportunities for customer-funded development programs [52][54] Question: Where is the growth expected to come from in the commercial and defense markets? - Management noted that growth is balanced across both commercial and defense markets, with significant opportunities in data centers, medical imaging, and long-term contracts with defense contractors [64][66] Question: Are there any unexpected areas of strength in the commercial segment? - Management highlighted that medical imaging is showing faster adoption of AI than initially anticipated, contributing to growth [70] Question: How many product programs are currently in development under the OSS segment? - Management indicated that multiple customer-funded development programs are in place, which are expected to lead to larger production orders over time [73]

Industry Overview - Artificial Intelligence (AI) and Machine Learning (ML) are crucial in precision oncology, enhancing decision-making through the analysis of large datasets and digital pathology [1] - The global AI in oncology market is valued at $1.92 billion in 2023, with a projected CAGR of 29.4%, reaching $11.52 billion by 2030, indicating rising investor interest [3] AI Initiatives and Developments - The National Institutes of Health (NIH) is evaluating the PRIMED-AI initiative to enhance disease diagnosis and treatment through coordinated AI/ML efforts [2] - AI models developed by NIH aim to predict cancer patients' responses to therapies, showcasing the growing integration of AI in healthcare [2] Key Players in AI-Driven Precision Oncology - NVIDIA is a significant player, providing powerful GPUs essential for AI models in imaging and drug development [5] - Palantir's Foundry platform enables comprehensive data analysis across laboratories, enhancing research capabilities [5] - Google's DeepMind, IBM Watson Health, and Microsoft's AI initiatives are also shaping the competitive landscape in healthcare [6] Investment Opportunities - BioXcel Therapeutics utilizes its proprietary AI platform, NovareAI, to expedite drug development, with a long-term expected earnings growth rate of 37.9% and projected revenue growth of 71.2% by 2025 [8][9] - Tempus AI enhances precision medicine through its algorithmic test platform, with a long-term expected earnings growth rate of 42% and projected revenue growth of 78.4% by 2025 [10][12] - Quest Diagnostics is integrating AI to improve operational efficiency and has acquired PathAI Diagnostics to advance digital pathology innovations, with a long-term expected earnings growth rate of 8.2% [13][14]

Core Insights - Viavi Solutions Inc. has expanded its high-speed test solutions portfolio with the launch of the 800G transport module for the OneAdvisor 800 Transport Platform, positioning itself as a leader in 800G testing solutions [1][8] - The OneAdvisor 800 platform, launched in 2020, is a comprehensive field-ready test tool that supports various network environments, enhancing installation and maintenance efficiency [2][4] - The new 800G transport module addresses the growing demand for high-speed fiber and transport technologies, particularly for AI and machine learning applications [3][8] Product Features - The 800G transport module supports installation and maintenance across various environments, including metro/core and data center interconnects, and can test both traditional and new cable types [4][6] - It is compatible with quad small form-factor pluggable and optical small form-factor pluggable, which are increasingly used in 800G applications [6] - The module can be paired with other Viavi testing tools for enhanced troubleshooting and analysis capabilities [5] Market Position and Prospects - Viavi's comprehensive product portfolio offers end-to-end network visibility and analytics, which is expected to drive revenue growth as the industry transitions to superfast 5G networks [7][8] - The launch of the 800G module is anticipated to generate incremental demand for Viavi's solutions, potentially leading to improved financial performance and stock price appreciation [8] - Viavi's stock has gained 15.3% over the past year, although this is below the industry's growth of 34.4% [9]

Market Overview - The Customer Relationship Management (CRM) market was valued at USD 80.01 billion in 2023 and is projected to reach USD 248.48 billion by 2032, growing at a CAGR of 13.45% from 2024 to 2032 [1][3]. Key Growth Drivers - Growth in the CRM market is driven by compliance needs and privacy laws shaping data protection and operational efficiency [3]. - Increasing demand for customized customer experiences, enhanced business efficiency, and higher customer involvement are key factors [4]. - Next-generation technologies such as AI, ML, and big data analytics are facilitating predictive analytics and targeted marketing, leading to further CRM penetration [4]. Market Segmentation By Component - Software holds a commanding 74.8% share of the CRM market in 2023, integral to modern customer management [5]. - The service segment is expected to experience the fastest growth due to increasing demand for implementation, customization, and consulting services [6]. By Deployment - Cloud-based CRM solutions captured 58.7% of the market share in 2023, favored for their flexibility, scalability, and cost-efficiency [7][8]. - On-premise CRM is projected to grow rapidly from 2024 to 2032, driven by businesses seeking greater control over their data [9]. By Solution - Customer service accounted for 24.2% of the CRM market share in 2023, critical for enhancing customer satisfaction and loyalty [10]. - CRM analytics is forecasted to grow at the fastest rate from 2024 to 2032, driven by the increasing importance of data-driven decision-making [11]. By End Use - The retail sector dominated the CRM market with a 24.7% share in 2023, focusing on boosting customer engagement and improving sales processes [12]. - The IT & Telecom sector is expected to experience the fastest CAGR from 2024 to 2032, fueled by increasing demand for automation and customer management solutions [13]. Regional Analysis - North America led the CRM market in 2023 with a 44.7% share, attributed to high adoption of advanced technologies and early embrace of cloud solutions [17]. - Asia Pacific is projected to grow at the fastest rate from 2024 to 2032, driven by rapid digitalization and increasing CRM investments [18].

Core Insights - Supermicro has announced a new optimized storage server designed for high-performance software-defined storage workloads, utilizing NVIDIA's Grace CPU and Supermicro's advanced system design [1][2][4] - The Petascale storage server features 144 Arm Neoverse V2 cores, enabling high-performance I/O and supporting 16 hot-swap EDSFF PCIe Gen5 NVMe drives, achieving a raw capacity of 983TB per system [2][3] - Collaboration with WEKA aims to enhance performance and power efficiency for AI and ML workloads, demonstrating significant performance scaling during initial testing [5][4] Company Overview - Supermicro is a global leader in Application-Optimized Total IT Solutions, focusing on innovation for Enterprise, Cloud, AI, and 5G Telco/Edge IT Infrastructure [7][8] - The company emphasizes in-house design and manufacturing, leveraging global operations to improve total cost of ownership (TCO) and reduce environmental impact [8] - Supermicro's Server Building Block Solutions® allow customers to customize systems based on specific workload requirements, enhancing flexibility and efficiency [8]

Core Insights - The cloud environment is generally secure, but the actual utilization by enterprises and employees presents vulnerabilities [1] - Google is reportedly close to acquiring cybersecurity startup Wiz for a significant amount after a previous deal fell through [2] - Wiz, founded in 2020, specializes in AI-driven, cloud-based security solutions and was valued at $12 billion after raising $1 billion [3] Industry Trends - Cybersecurity is increasingly critical, highlighted by a recent supply-chain attack affecting over 23,000 organizations [4] - Organizations are investing more in advanced security solutions to protect their operations and data [4] - The integration of Wiz into Google's cloud unit is expected to enhance its cybersecurity offerings [5] Market Dynamics - 44% of middle-market firms have invested in cybersecurity defenses, indicating a growing focus on security [6] - The deal is anticipated to close quickly, pending regulatory approvals, reflecting a more deal-friendly antitrust environment [6] - The landscape of cloud security is evolving, with AI and machine learning becoming integral to cybersecurity strategies [7] Technological Advancements - The shift from traditional perimeter-based security to Zero Trust architectures is gaining traction, emphasizing continuous verification [8] - Organizations are demanding greater transparency from vendors and employing advanced tools for real-time code dependency analysis [9] - The cost of computing power has decreased, lowering barriers for threat actors and enabling more sophisticated attacks [11] Regulatory Environment - Regulators are advocating for stronger cloud security protections, which is influencing organizational strategies [12] - B2B cyber audits are becoming essential for assessing security posture and building trust with partners and clients [12]