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]

Group 1: AI Market Growth - Demand for AI infrastructure, software, and services is expected to reach a significant inflection point, potentially becoming the largest growth market in history, particularly in business adoption [1] - A McKinsey & Co. survey indicates that around 40% of businesses plan to increase AI investments due to advancements in generative AI, suggesting a potential fivefold increase in AI adoption among businesses in the coming years [2] Group 2: Nvidia's Market Position - Nvidia is recognized as a leading company in the AI sector, with a market capitalization of $2.7 trillion, and is known for producing high-performance graphics processing units (GPUs) essential for machine learning [4][5] - Nvidia currently holds a dominant market share of 70% to 95% in the GPU market for AI applications, with high gross margins in the mid-seventies percentage-wise, indicating strong customer demand for its products [6] Group 3: Competitive Advantages - Nvidia's CUDA (Compute Unified Device Architecture) provides a significant competitive edge by allowing users to customize chip performance, creating a high level of vendor lock-in and establishing CUDA as the standard for GPU acceleration [7][8] - The combination of leading GPU performance and the CUDA advantage positions Nvidia to maintain its market leadership for an extended period, potentially outlasting previous chip cycles [9] Group 4: Investment Considerations - Despite recent price corrections, Nvidia shares are still considered expensive at 22.4 times sales, which is a premium compared to slower-growing competitors like Advanced Micro Devices [10] - The long-term growth potential of the AI revolution may justify the current valuation, making Nvidia a candidate for long-term investment, particularly for younger investors with extended investment horizons [11][12]