Latest news with #dataManagement
Zawya
6 days ago
- Business
- Zawya
Denodo announces plans to further support AI innovation by releasing Denodo DeepQuery, a deep research capability
Like Deep Research for the Enterprise, Denodo DeepQuery will Enable Citizen Analysts to Answer Complex, Multi-step 'Why' Questions in Minutes Dubai, UAE – Denodo, a leader in data management, announced the availability of the Denodo DeepQuery capability, now as a private preview, and generally available soon, enabling generative AI (GenAI) to go beyond retrieving facts to investigating, synthesizing, and explaining its reasoning. Denodo also announced the availability of Model Context Protocol (MCP) support as part of the Denodo AI SDK. Built to address complex, open-ended business questions, DeepQuery will leverage live access to a wide spectrum of governed enterprise data across systems, departments, and formats. Unlike traditional GenAI solutions, which rephrase existing content, DeepQuery, a deep research capability, will analyze complex, open questions and search across multiple systems and sources to deliver well-structured, explainable answers rooted in real-time information. To help users operate this new capability to better understand complex current events and situations, DeepQuery will also leverage external data sources to extend and enrich enterprise data with publicly available data, external applications, and data from trading partners. DeepQuery, beyond what's possible using traditional generative AI (GenAI) chat or retrieval augmented generation (RAG), will enable users to ask complex, cross-functional questions that would typically take analysts days to answer—questions like, 'Why did fund outflows spike last quarter?' or 'What's driving changes in customer retention across regions?' Rather than piecing together reports and data exports, DeepQuery will connect to live, governed data across different systems, apply expert-level reasoning, and deliver answers in minutes. Slated to be packaged with the Denodo AI SDK, which streamlines AI application development with pre-built APIs, DeepQuery is being developed as a fully extensible component of the Denodo Platform, enabling developers and AI teams to build, experiment with, and integrate deep research capabilities into their own agents, copilots, or domain-specific applications. 'With DeepQuery, Denodo is demonstrating forward-thinking in advancing the capabilities of AI,' said Stewart Bond, Research VP, Data Intelligence and Integration Software at IDC. 'DeepQuery, driven by deep research advances, will deliver more accurate AI responses that will also be fully explainable.' Large language models (LLMs), business intelligence tools, and other applications are beginning to offer deep research capabilities based on public Web data; pre-indexed, data-lakehouse-specific data; or document-based retrieval, but only Denodo is developing deep research capabilities, in the form of DeepQuery, that are grounded in enterprise data across all systems, data that is delivered in real-time, structured, and governed. These capabilities are enabled by the Denodo Platform's logical approach to data management, supported by a strong data virtualization foundation. Denodo DeepQuery is currently available in a private preview mode. Denodo is inviting select organizations to join its AI Accelerator Program, which offers early access to DeepQuery capabilities, as well as the opportunity to collaborate with our product team to shape the future of enterprise GenAI. 'As a Denodo partner, we're always looking for ways to provide our clients with a competitive edge,' said Nagaraj Sastry, Senior Vice President, Data and Analytics at Encora. 'Denodo DeepQuery gives us exactly that. Its ability to leverage real-time, governed enterprise data for deep, contextualized insights sets it apart. This means we can help our customers move beyond general AI queries to truly intelligent analysis, empowering them to make faster, more informed decisions and accelerating their AI journey." Denodo also announced support of Model Context Protocol (MCP), and an MCP Server implementation is now included in the latest version of the Denodo AI SDK. As a result, all AI agents and apps based on the Denodo AI SDK can be integrated with any MCP-compliant client, providing customers with a trusted data foundation for their agentic AI ecosystems based on open standards. 'AI's true potential in the enterprise lies not just in generating responses, but in understanding the full context behind them,' said Angel Viña, CEO and Founder of Denodo. 'With DeepQuery, we're unlocking that potential by combining generative AI with real-time, governed access to the entire corporate data ecosystem, no matter where that data resides. Unlike siloed solutions tied to a single store, DeepQuery leverages enriched, unified semantics across distributed sources, allowing AI to reason, explain, and act on data with unprecedented depth and accuracy.' 'Denodo DeepQuery will enable enterprises to leverage GenAI not just for retrieval, but also for deep analysis and reasoning," said Andrew Brust, Founder/CEO at Blue Badge Insights and lead analyst for data, analytics, and AI at GigaOm. "Denodo will support these new capabilities with governed, real-time data, for added trust. DeepQuery is a sign of where enterprise AI is headed.' About Denodo Denodo is a leader in data management. The award-winning Denodo Platform is the leading logical data management platform for transforming data into trustworthy insights and outcomes for all data-related initiatives across the enterprise, including AI and self-service. Denodo's customers in all industries all over the world have delivered trusted AI-ready and business-ready data in a third of the time and with 10x better performance than with lakehouses and other mainstream data platforms alone.
Globe and Mail
6 days ago
- Business
- Globe and Mail
Pason to Release 2025 Second Quarter Results on August 6, 2025
CALGARY, AB , /CNW/ - Pason Systems Inc. ("Pason") (TSX: PSI) (OTC: PSYTF) intends to release its 2025 second quarter results after the markets close on Wednesday, August 6, 2025 . Pason will be conducting a conference call for interested analysts, brokers, investors, and media representatives to review its 2025 second quarter results at 9:00 a.m. (MT) on Thursday , August 7, 2025. The conference call dial-in numbers are 1-888-510-2154 or 1-437-900-0527, and the call will be simultaneously audio webcast via: You can access the fourteen-day replay by dialing 1-888-660-6345 or 1-289-819-1450, using password 57062#. An archived audio webcast of the conference call will also be available on Pason's website at Pason Systems Inc. Pason is a leading global provider of specialized data management systems for drilling rigs. Our solutions, which include data acquisition, wellsite reporting, remote communications, web-based information management, and analytics, enable collaboration between the rig and the office. Through Intelligent Wellhead Systems Inc. ("IWS"), we also provide engineered controls, data acquisition, and software, to automate workflows and processes for oil and gas well completions operations, improving wellsite safety and efficiency. Through Energy Toolbase Software, Inc. ("ETB"), we also provide products and services for the solar power and energy storage industry. ETB's solutions enable project developers to model, control and monitor economics and performance of solar energy and storage projects. Pason's common shares trade on the Toronto Stock Exchange and OTC Markets Group, under the symbol PSI and PSYTF, respectively. For more information about Pason, visit the company's website at or contact investorrelations@
Yahoo
6 days ago
- Business
- Yahoo
Pason to Release 2025 Second Quarter Results on August 6, 2025
CALGARY, AB, July 7, 2025 /CNW/ - Pason Systems Inc. ("Pason") (TSX: PSI) (OTC: PSYTF) intends to release its 2025 second quarter results after the markets close on Wednesday, August 6, 2025. Pason will be conducting a conference call for interested analysts, brokers, investors, and media representatives to review its 2025 second quarter results at 9:00 a.m. (MT) on Thursday, August 7, 2025. The conference call dial-in numbers are 1-888-510-2154 or 1-437-900-0527, and the call will be simultaneously audio webcast via: You can access the fourteen-day replay by dialing 1-888-660-6345 or 1-289-819-1450, using password 57062#. An archived audio webcast of the conference call will also be available on Pason's website at Pason Systems Inc. Pason is a leading global provider of specialized data management systems for drilling rigs. Our solutions, which include data acquisition, wellsite reporting, remote communications, web-based information management, and analytics, enable collaboration between the rig and the office. Through Intelligent Wellhead Systems Inc. ("IWS"), we also provide engineered controls, data acquisition, and software, to automate workflows and processes for oil and gas well completions operations, improving wellsite safety and efficiency. Through Energy Toolbase Software, Inc. ("ETB"), we also provide products and services for the solar power and energy storage industry. ETB's solutions enable project developers to model, control and monitor economics and performance of solar energy and storage projects. Pason's common shares trade on the Toronto Stock Exchange and OTC Markets Group, under the symbol PSI and PSYTF, respectively. For more information about Pason, visit the company's website at or contact investorrelations@ SOURCE Pason Systems Inc. View original content to download multimedia:
Yahoo
6 days ago
- Business
- Yahoo
Pason to Release 2025 Second Quarter Results on August 6, 2025
CALGARY, AB, July 7, 2025 /CNW/ - Pason Systems Inc. ("Pason") (TSX: PSI) (OTC: PSYTF) intends to release its 2025 second quarter results after the markets close on Wednesday, August 6, 2025. Pason will be conducting a conference call for interested analysts, brokers, investors, and media representatives to review its 2025 second quarter results at 9:00 a.m. (MT) on Thursday, August 7, 2025. The conference call dial-in numbers are 1-888-510-2154 or 1-437-900-0527, and the call will be simultaneously audio webcast via: You can access the fourteen-day replay by dialing 1-888-660-6345 or 1-289-819-1450, using password 57062#. An archived audio webcast of the conference call will also be available on Pason's website at Pason Systems Inc. Pason is a leading global provider of specialized data management systems for drilling rigs. Our solutions, which include data acquisition, wellsite reporting, remote communications, web-based information management, and analytics, enable collaboration between the rig and the office. Through Intelligent Wellhead Systems Inc. ("IWS"), we also provide engineered controls, data acquisition, and software, to automate workflows and processes for oil and gas well completions operations, improving wellsite safety and efficiency. Through Energy Toolbase Software, Inc. ("ETB"), we also provide products and services for the solar power and energy storage industry. ETB's solutions enable project developers to model, control and monitor economics and performance of solar energy and storage projects. Pason's common shares trade on the Toronto Stock Exchange and OTC Markets Group, under the symbol PSI and PSYTF, respectively. For more information about Pason, visit the company's website at or contact investorrelations@ SOURCE Pason Systems Inc. View original content to download multimedia: Sign in to access your portfolio
Geeky Gadgets
7 days ago
- Geeky Gadgets
3 Mini NAS Systems Compared : Speed, Storage and Efficiency for Mini Homelabs
What if your home lab could pack the power of a full-scale server into a device no bigger than a book? With the rise of mini NAS (Network Attached Storage) systems, this vision is now a reality. These compact devices promise to transform how we manage data at home, offering a blend of high-speed network performance, customizable storage, and sleek design. But not all mini NAS devices are created equal. Some excel in cooling efficiency, while others stumble under heavy workloads. If you're building a home lab or upgrading your current setup, choosing the right device can mean the difference between seamless performance and frustrating bottlenecks. Jeff Geerling, puts three popular mini NAS models—GMK Techch G9, Aiffro K100, and Beelink Mi Mini—through rigorous testing to uncover their strengths and limitations. From storage expandability to thermal management and network speed, each device brings something unique to the table. Whether you're a data hoarder, a tech enthusiast, or someone looking for a quiet and reliable solution, this comparison will help you identify the best fit for your needs. As we explore these devices, you'll discover surprising trade-offs and standout features that may challenge your assumptions about what a mini NAS can deliver. Sometimes, the smallest devices carry the biggest surprises. Mini NAS Device Comparison Key Features and Performance Overview Mini NAS devices are becoming increasingly popular for home labs due to their compact size and robust functionality. Each of the three models tested offers a distinct approach to balancing storage, network speed, and thermal management, making them suitable for different user requirements. GMK Techch G9: Powered by an Intel N100/N150 chip, this device includes 2.5 Gb Ethernet and multiple M.2 NVMe slots. However, its poor cooling system leads to performance instability, making it less reliable for sustained workloads without modifications. Powered by an Intel N100/N150 chip, this device includes 2.5 Gb Ethernet and multiple M.2 NVMe slots. However, its leads to performance instability, making it less reliable for sustained workloads without modifications. Aiffro K100: Featuring a compact, all-metal design with improved ventilation, the K100 delivers consistent network performance and operates quietly. However, it lacks built-in eMMC storage, requiring external solutions for the operating system. Featuring a compact, all-metal design with improved ventilation, the K100 delivers and operates quietly. However, it lacks built-in eMMC storage, requiring external solutions for the operating system. Beelink Mi Mini: With six NVMe slots, built-in eMMC storage, and an internal power supply, this model offers extensive storage options. Its central heat sink tower ensures effective cooling, though it slightly increases external surface temperatures. Storage and Expansion Storage capacity and expandability are essential considerations when selecting a mini NAS device. Each model offers varying levels of flexibility to accommodate different storage needs. Beelink Mi Mini: Leads the group with six NVMe slots, providing maximum flexibility for storage expansion. This makes it an excellent choice for users with demanding storage requirements. Leads the group with six NVMe slots, providing for storage expansion. This makes it an excellent choice for users with demanding storage requirements. Aiffro K100: Offers four NVMe slots, striking a balance between compactness and storage capacity. This design is ideal for users who need moderate storage without sacrificing portability. Offers four NVMe slots, striking a balance between and storage capacity. This design is ideal for users who need moderate storage without sacrificing portability. GMK Techch G9: Includes multiple M.2 NVMe slots, but its cooling issues limit its ability to handle heavy storage loads effectively, reducing its reliability for long-term use. Mini NAS testing and comparison (mini homelab) Watch this video on YouTube. Here are more guides from our previous articles and guides related to NAS storage systems that you may find helpful. Network Performance All three devices are equipped with 2.5 Gb Ethernet, allowing fast data transfers suitable for home lab environments. However, their network performance varies based on design and thermal management. Aiffro K100: Delivers the most consistent network speeds , averaging 280 MB/s. This makes it a reliable choice for users who prioritize stability and smooth data transfers. Delivers the most , averaging 280 MB/s. This makes it a reliable choice for users who prioritize stability and smooth data transfers. Beelink Mi Mini: Achieves slightly lower speeds, averaging around 230 MB/s, due to PCIe bandwidth limitations . Despite this, it maintains strong read performance, making it suitable for most home lab setups. Achieves slightly lower speeds, averaging around 230 MB/s, due to . Despite this, it maintains strong read performance, making it suitable for most home lab setups. GMK Techch G9: Struggles with overheating, which negatively impacts its ability to sustain reliable network speeds during prolonged use or under heavy workloads. Cooling and Thermal Management Efficient cooling is vital for maintaining performance and preventing hardware degradation. The three models employ different strategies to manage heat, with varying levels of success. Beelink Mi Mini: Features a central heat sink tower that effectively manages internal temperatures, making sure stable performance. However, this design causes the device's external surface to feel warmer during operation. Features a that effectively manages internal temperatures, making sure stable performance. However, this design causes the device's external surface to feel warmer during operation. Aiffro K100: Uses improved ventilation to maintain stable operation with minimal noise. This makes it an excellent choice for users who value quiet environments. Uses improved ventilation to maintain with minimal noise. This makes it an excellent choice for users who value quiet environments. GMK Techch G9: Suffers from inadequate cooling, leading to overheating and performance instability. This significantly limits its usability in demanding scenarios without additional modifications. Design and Usability Compactness, durability, and ease of use are essential factors for home lab setups. Each device offers unique design features that cater to different user preferences. Aiffro K100: Its all-metal construction and small footprint make it highly portable and durable. This design is ideal for users with limited space or those who frequently relocate their setups. Its and small footprint make it highly portable and durable. This design is ideal for users with limited space or those who frequently relocate their setups. Beelink Mi Mini: Offers built-in eMMC storage and an internal power supply , reducing the need for external components. These features enhance convenience and streamline the overall setup process. Offers built-in eMMC storage and an , reducing the need for external components. These features enhance convenience and streamline the overall setup process. GMK Techch G9: While compact, its design flaws—particularly its poor cooling system—detract from its overall usability, making it less suitable for demanding or long-term applications. Recommendations Selecting the right mini NAS device depends on your specific requirements and priorities. Based on the testing and evaluation, here are the recommendations: Aiffro K100: Best suited for users seeking a compact, reliable device with consistent performance and low noise levels. Its higher price is justified by its balanced feature set and durable design. Best suited for users seeking a with consistent performance and low noise levels. Its higher price is justified by its balanced feature set and durable design. Beelink Mi Mini: Ideal for users with extensive storage needs and those who value additional features like built-in eMMC storage and an internal power supply. Its effective cooling and quiet operation make it a strong contender for demanding setups. Ideal for users with and those who value additional features like built-in eMMC storage and an internal power supply. Its effective cooling and quiet operation make it a strong contender for demanding setups. GMK Techch G9: Not recommended in its current form due to significant cooling and stability issues. A design revision is necessary to address these shortcomings before it can be considered a viable option. Media Credit: Jeff Geerling Filed Under: Guides, Hardware Latest Geeky Gadgets Deals Disclosure: Some of our articles include affiliate links. If you buy something through one of these links, Geeky Gadgets may earn an affiliate commission. Learn about our Disclosure Policy.
