Why zkML? Because @ROKAutomation and @nvidia just announced a new edge-based generative AI system for industrial factories — letting AI make decisions on the production floor in real time.When machines think at the edge, verification becomes the new safety layer. https://t.co/IzqUrZTfLU ...

Core Insights - Micropolis Holding Co. has launched a new industrial-grade, IP67-rated Edge Computing Unit powered by NVIDIA Orin SOC, designed for high-performance, low-latency AI processing on its Microspot platform [1][4] - The new Edge Computing Unit enhances the capabilities of Micropolis's autonomous robots and fixed installations, enabling advanced AI applications in law enforcement, border control, and national security without relying on cloud connectivity [2][4] - The units can operate as a distributed edge network, improving situational awareness and operational resilience across large areas [3] Company Overview - Micropolis is a UAE-based developer specializing in autonomous mobile robots and AI-driven security solutions, with a focus on unmanned ground vehicles (UGVs) and smart infrastructure [5] - The company has been a member of the NVIDIA Inception Program since 2022, integrating advanced AI acceleration technologies into its systems [2] Product Features - The Edge Computing Unit is designed for durability and field readiness, featuring industrial-grade Ethernet for high-speed data flow and secure, low-latency processing [6] - Multiple performance configurations are available for clients, including options of 8 GB, 16 GB, 32 GB, and 64 GB to meet diverse operational requirements [6]

Core Insights - Armada has announced a strategic collaboration with NOV to deliver AI-driven solutions at the edge, enhancing operational efficiency in industrial environments [1][5]. Group 1: Collaboration Details - The partnership aims to launch Beacon, a compact edge device integrated with the Armada Edge Platform, designed for deployment in rugged and remote industrial sites [2][3]. - Beacon enables real-time processing of sensor, video, and control data, expanding Armada's reach across various sectors including energy, mining, manufacturing, and utilities [2][4]. Group 2: Technological Advancements - By integrating Armada's AEP and OpsSafety AI software with Beacon, the collaboration facilitates AI-enabled decision-making in harsh environments, improving safety and performance [3][4]. - The joint offering is expected to drive the transformation of industrial operations by providing actionable intelligence directly at the edge [5]. Group 3: Applications and Benefits - Real-world applications powered by this collaboration include predictive maintenance, safety monitoring, and operational optimization, which collectively enhance efficiency and sustainability [7].

Core Insights - Akamai has experienced stock fluctuations, peaking at $101 in early 2025 before declining to approximately $84, driven by consistent business performance and changing investor sentiment [2][3] Business Performance - Akamai reported quarterly revenue of around $1.05 billion, a 5% increase year-over-year, with GAAP net income rising 142% to $140 million and non-GAAP net income increasing about 10% to $269 million [4] - The non-GAAP operating margin improved to approximately 31%, up two percentage points from the previous year, indicating strong profitability despite modest overall growth [4][5] Growth Trends - Revenue growth has been mild, with a 4.8% annual increase over the past three years and a 4.2% increase in the last twelve months, suggesting a deceleration in top-line growth [6][7] - The price-to-sales ratio stands at 2.9 and the P/E ratio at 23.8, indicating that the stock is moderately valued [6][7] Competitive Landscape - Akamai faces significant competition from major players like Amazon AWS, Microsoft Azure, Cloudflare, and Fastly, which could pressure its market share and pricing [9][12] - The company is transitioning from traditional content delivery services to cloud, security, and edge computing, which presents execution risks [9][12] Historical Context - Akamai's stock previously fell 42% from $122 in April 2022 to $70.75 by March 2023, highlighting vulnerability to market corrections despite strong fundamentals [11][13] - Current downside risk for AKAM stock could see it drop to the $60–$65 range, indicating a potential 25–30% decline based on historical performance [13]

Core Insights - Maris-Tech Ltd. has received a new purchase order worth approximately $230,000 for its Opal ruggedized video intelligence system from a leading Israeli defense company, bringing the total orders from this customer to around $1.7 million, indicating strong customer confidence in the product [1][2]. Group 1: Product Overview - Opal is a tactical edge computing system that integrates advanced AI acceleration with ultra-low latency streaming, designed for superior processing of video, audio, and telemetry data [3]. - The system is built to endure harsh environmental conditions and meets MIL-STD requirements, ensuring robust performance in challenging scenarios where reliability and low size, weight, and power (SWaP) consumption are critical [3]. Group 2: Market Position and Growth - The latest order signifies a milestone in the increasing adoption of Opal in advanced defense applications, further expanding Maris-Tech's presence in the Israeli market and enhancing the platform's reputation among key end users [4]. - The CEO of Maris-Tech emphasized that this order reflects strong confidence from a long-term customer, reinforcing the value of ruggedized and reliable edge-video technology [5]. Group 3: Company Background - Maris-Tech is recognized as a global leader in video and AI-based edge computing technology, specializing in intelligent video transmission solutions that address complex encoding-decoding challenges [5]. - The company offers miniature, lightweight, and low-power products that provide high-performance capabilities, including raw data processing, seamless transfer, advanced image processing, and AI-driven analytics, serving various industries such as defense, aerospace, and communication [5].

Core Insights - AT&T, Inc. is expanding its offerings for small businesses to meet the growing demand for digital transformation and connectivity [1][4] - The company’s innovative product suite, including 5G and fiber solutions, aligns well with the needs of small businesses [2][3] Product Offerings - AT&T's 5G standalone network provides faster speeds and lower latency, supporting advanced applications [3] - The introduction of AT&T Express Waves allows businesses to scale operations quickly, supporting cloud, AI, and edge applications [4] - AT&T's business fiber is designed for high-bandwidth applications and cloud operations, enhancing performance and reliability [3][4] Market Position and Competition - AT&T faces competition from Verizon and T-Mobile, both of which offer comprehensive solutions for small businesses [5][6] - Verizon's marketplace includes software solutions that help streamline workflows, while T-Mobile has launched new plans that include Microsoft 365 [5][6] Financial Performance - AT&T's stock has increased by 16% over the past year, outperforming the Wireless National industry's decline of 6.3% [7] - The company's shares trade at a forward P/E ratio of 11.45, lower than the industry average of 12.2 [9] - Earnings estimates for AT&T for 2025 and 2026 have seen an upward revision over the past 60 days [10]

Financial Data and Key Metrics Changes - Digi International reported record quarterly revenue of $114 million, a 9% year-over-year increase, marking a return to top-line growth [4] - The company generated $430 million in revenue for the full fiscal year, up 1% year-over-year, and reported $108 million in adjusted EBITDA, an 11% increase year-over-year [4] - Annual Recurring Revenue (ARR) reached a record $152 million, representing a 31% year-over-year increase, with ARR now accounting for approximately 35% of total revenue [4][5] Business Line Data and Key Metrics Changes - The integration of SmartSense and Jolt Software is being embraced by the market, with cross-selling opportunities beginning to unfold [5] - The company is focused on transitioning from transactional sales to multi-year solution subscriptions, with a goal of achieving 100% attached sales [12][14] Market Data and Key Metrics Changes - The company sees broad-based opportunities in connecting hundreds of billions of devices to the internet, particularly in the industrial IoT space [6] - The data center segment is contributing significantly to revenue, with strong demand observed in various verticals including utilities and medical devices [15][39] Company Strategy and Development Direction - Digi International aims for double-digit growth in ARR, revenue, and adjusted EBITDA for fiscal 2026, with a long-term goal of reaching $200 million in ARR and adjusted EBITDA by the end of fiscal 2028 [7][8] - The company is leveraging AI for product enhancements and exploring opportunities in edge computing and industrial automation [6][29] Management's Comments on Operating Environment and Future Outlook - Management noted that while certain verticals are accelerating decision-making, others are still experiencing delays due to macroeconomic uncertainties, including government shutdowns [23][24] - The company remains optimistic about its growth trajectory, citing a combination of increased customer confidence and ongoing investments in key verticals [54] Other Important Information - The company generated $105 million in free cash flow for a yield of 8% and has paid off all debt from the Ventus acquisition [5] - The management emphasized the importance of strategic acquisitions in the industrial IoT space as a top capital deployment priority [6][30] Q&A Session Summary Question: Insights on recurring revenue trends and go-to-market execution - Management highlighted progress in achieving higher attached rates and emphasized the importance of contract extensions and renewals in driving recurring revenue growth [12][14] Question: Revenue guidance and organic growth considerations - Management provided clarity on the integration of Jolt and its impact on revenue guidance, noting strong contributions from various verticals including data centers [14][15] Question: Customer demand and sales cycles - Management observed that while some verticals are accelerating decision-making, others are still cautious due to ongoing uncertainties in the market [23][24] Question: AI infrastructure and data center contributions - The data center segment is a key beneficiary of AI investments, particularly through the Open Gear Console Server business [39] Question: European market dynamics - Management indicated that while North America remains the primary revenue source, Europe presents meaningful opportunities on a country-by-country basis [42] Question: Margin improvement and attach rates - Management confirmed expectations for continued improvement in gross margins as ARR expands, with a goal of achieving 100% attach rates across most product lines by fiscal 2028 [44][45]

Financial Data and Key Metrics Changes - Total revenues for Q3 2025 increased 112% to $6.88 million, compared to $3.24 million in Q3 2024 [16] - For the nine months ended 2025, total revenues increased 202% to $17.57 million from $5.82 million in the same period last year [17] - Adjusted EBITDA profitability was achieved one quarter ahead of projections, totaling over $491,000 for Q3 2025 [23] - Net loss for Q3 2025 totaled $1.04 million, a 26% reduction compared to a net loss of $1.4 million for Q3 2024 [21] Business Line Data and Key Metrics Changes - A significant portion of Q3 2025 revenue, approximately $6.59 million, came from recurring services and consulting, with $5.15 million from the asset management agreement with APR Energy [17] - Cost of revenues for Q3 2025 increased 88% to $4.36 million compared to $2.32 million for Q3 2024 [18] - Gross margin for Q3 2025 increased 174% to $2.52 million, compared to $919,000 for Q3 2024 [18] Market Data and Key Metrics Changes - The company is positioned to address the growing demand for edge computing, with discussions ongoing with two to three large developers [5] - The backlog represents nearly $26 million in revenue, with about $9.5 million projected to be recognized in Q4 2025 [25] Company Strategy and Development Direction - The company is pivoting to focus resources into the edge computing space and adding additional data center service offerings [6] - Plans for the future include establishing a standalone Duos business focused on the data center space by 2026 [7] - The company is also in the process of hiring a team to seek business opportunities in the overall data center market [35] Management's Comments on Operating Environment and Future Outlook - Management noted that the asset management agreement with APR Energy has been a major success and contributor to growth during the transition [10] - The company anticipates that growth in the data center market from edge deployments will offset any lower revenues from the asset management agreement in 2026 [11] - The outlook for Duos is promising, with expectations for continued growth and improved financials [38] Other Important Information - The company achieved a significant improvement in liquidity, with over $35 million in cash and short-term receivables as of Q3 2025, up approximately 422% year-over-year [24] - The company has paid off all outstanding debt and master capital leases, leaving nearly $12 million in fixed assets [24] Q&A Session Summary Question: How is growing demand from AI and cloud customers affecting your business? - The growing demand is positively impacting both Duos and APR Energy, with hyperscalers seeking more computing power due to challenges in scaling large data centers [39][40] Question: Can you elaborate on what drove the 112% year-over-year revenue increase and how sustainable this trajectory looks heading into 2026? - The asset management agreement with APR Energy has driven revenue growth, and the company is confident in replacing this revenue with edge data center business and new infrastructure opportunities [42][44] Question: Can you update us on the current progress and timing for the remaining edge data center installations? - Six edge data centers are currently operational, with four more scheduled for installation this month and five more by the end of the year [45] Question: How does the new modular data center patent enhance your competitive advantage? - The patent introduces a clean room environment that protects hardware and meets strict auditing standards, providing a significant competitive edge in the market [46][48] Question: Where are you prioritizing your target markets for edge deployments? - The education sector has been a key focus, with the first contract outside Texas secured in Illinois, driven by the need for better connectivity in Tier 3 and Tier 4 markets [50][51]

Core Insights - Duos Technologies Group, Inc. reported a significant increase in revenue and positive adjusted EBITDA for Q3 2025, driven by its energy services business and the transition to edge computing [1][20][21] Financial Performance - Total revenues for Q3 2025 increased by 112% to $6.9 million compared to $3.2 million in Q3 2024, with a total of $17.6 million for the first nine months, marking the highest revenue for that period in the company's history [5][13] - Gross margin for Q3 2025 improved by 174% to $2.5 million, primarily due to the performance of Duos Energy under the Asset Management Agreement (AMA) with New APR [7][15] - Operating expenses for Q3 2025 rose by 28% to $3.6 million, largely due to non-cash stock-based compensation [8][16] - Net loss for Q3 2025 decreased to $1.04 million from $1.4 million in Q3 2024, reflecting improved revenue generation [11][18] Operational Highlights - The company executed against the AMA with New APR, overseeing the deployment and operations of mobile gas turbines, which significantly contributed to revenue growth [5][14] - Duos Technologies raised over $50 million to support growth in the data center market and retired all debt [8] - The company announced the deployment of its sixth Edge Data Center, with plans for nine additional data centers in Q4 2025 [8] Future Outlook - The company expects total revenue for 2025 to range between $28 million and $30 million, representing an increase of 285% to 312% from 2024 [20] - Contracts in backlog at the end of Q3 2025 represented approximately $25.8 million in revenue, with $12.4 million expected to be recognized in the remainder of the year [19][20] Management Commentary - The CEO expressed satisfaction with the continuous improvement in results and emphasized the strategic shift towards becoming a data center provider for the edge computing market [21]

Core Viewpoint - Super Micro Computer (SMCI) stock has seen a decline of nearly 30% over the past month due to disappointing quarterly earnings and margin concerns, yet it presents a potential investment opportunity as it trades within a historical support range [1][3]. Group 1: Stock Performance - SMCI is currently trading between $36.88 and $40.76, a support range where it has rebounded significantly in the past, with an average peak return of 37.2% after five instances of similar trading levels over the last decade [3]. - The stock has experienced significant downturns in the past, including a 66% drop during the Global Financial Crisis and a 34% decrease during last year's inflation shock [6][7]. Group 2: Financial Metrics - SMCI has shown revenue growth of 11.9% over the last twelve months (LTM) and an average of 63.1% over the past three years [6]. - The company has a free cash flow margin of approximately 1.0% and an operating margin of 4.4% LTM [6]. - The lowest annual revenue growth recorded for SMCI in the last three years was 37.1% [6]. - The stock is currently trading at a price-to-earnings (PE) multiple of 29.2 [6]. Group 3: Business Overview - Super Micro Computer specializes in high-performance modular server and storage solutions, catering to enterprise data centers, cloud computing, AI, 5G, and edge computing sectors [5].