Technology News
MellinTech Releases Comprehensive CTO Checklist for Multi-Site IT Cutovers
MellinTech announced the release of a practical checklist designed to help chief technology officers and operations leaders plan and execute multi site IT cutovers with speed, consistency, and reduced risk. The guide consolidates steps proven during nationwide rollouts and complex enterprise transitions. Interested parties can find more information at https://mellintech.com/technology-solutions/it-cutover-checklist The publication organizes work into pre cutover, cutover, and post cutover phases that can be adapted for mergers and acquisitions, DeNovo openings, and refresh programs. It details how to structure runbooks, align partners, and standardize configurations so parallel locations can move from planning to activation without unnecessary rework. Technical sections cover inventory baselining, golden image preparation, SD WAN and core network readiness, Wi Fi survey and validation, and endpoint deployment. The checklist also addresses AV and CCTV considerations that often appear in distributed environments. Each stage includes acceptance criteria for throughput, latency, voice readiness, and roaming, along with test plans that confirm site readiness before go live. Governance and risk controls are positioned as essential program elements. The guide outlines change window design, back out procedures, RACI ownership, and communication cadences that keep regional teams, general contractors, and third party providers aligned. It highlights compliance touchpoints that frequently surface in multi site operations, including HIPAA aligned safeguards and PCI considerations when card present transactions are in scope. Quality gates are framed as measurable thresholds rather than general advice. Recommendations include heatmap driven WLAN validation, standardized bills of materials, templated configurations, and early life monitoring thresholds that surface anomalies quickly after activation. Closeout expectations such as device inventories, as builts, and knowledge transfer are structured to accelerate future moves, adds, and changes. Field execution requirements are reflected throughout. The resource calls out OSHA outreach training, MEWP competency for lift use, and electrical safety practices that are commonly required by landlords and general contractors. It also encourages the use of repeatable documentation and change records to support auditability in regulated settings. MellinTech presents the checklist as a pragmatic tool for leaders accountable for first time right outcomes at scale. By translating lessons from nationwide rollouts into a single reference, the company aims to help organizations reduce risk, compress timelines, and improve operational resilience during high stakes technology transitions. Additional details, including the full checklist, are available at the link above or at mellintech.com .
Ivan Battimiello Receives 2025 Global Recognition Award For Secure Systems Leadership And High-Impact Engineering
AIOZ Network Featured by MIT Technology Review and TechCrunch Following Strong 2025 Product Momentum
Syed Asif Ali Scales Digital Media Operations In The United Arab Emirates Through Point Media And Pointika
- January 8, 2026Technology
Hanchen Su Contributes to Advancing LLM-Friendly Knowledge Representation for Customer Support Automation
At the 31st International Conference on Computational Linguistics (COLING 2025), researchers affiliated with a leading Silicon Valley technology company presented a study titled “LLM-Friendly Knowledge Representation for Customer Support,” which explores a new framework designed to help Large Language Models (LLMs) interpret and apply enterprise workflows more effectively. The research introduces an approach that restructures complex operational processes to improve the scalability and performance of AI-driven support systems. A central contribution of the study is the Intent, Context, and Action (ICA) format, which restructures operational workflows into a pseudocode-style representation optimized for LLM comprehension. Experiments reported in the paper show that ICA improves model interpretability and enables more accurate action predictions, achieving up to a 25 percent accuracy gain and a 13 percent reduction in manual processing time. The findings show that the ICA methodology sets a new benchmark for its application in customer support and provides a foundation for extending business-knowledge reformatting to complex domains such as legal and finance. The study also addresses dataset limitations by introducing a synthetic data generation pipeline that supports supervised fine-tuning with minimal human involvement. The method produces training instances by simulating user queries, contextual conditions, and decision-tree structures, enabling LLMs to learn reasoning patterns aligned with real-world support scenarios. According to the experiments, this approach reduces training costs and allows smaller open-source models to approach the performance and latency of larger systems, representing a meaningful advancement in scalable enterprise AI development. Among the authors, Hanchen Su is a Staff Machine Learning Engineer whose work focuses on machine learning, natural language processing, and statistical learning. He holds an M.S. in Artificial Intelligence from Peking University and has contributed to projects involving intelligent customer service, pricing strategy, recommendation systems, and market intelligence during his tenure across different roles. His technical experience spans deep learning, Spark, SQL, Java, Python, and large-scale data processing tools such as Airflow, Bighead, and Bigqueue. Su previously worked as a Staff Data Scientist at the Beijing office of a leading Silicon Valley technology company, where he developed listing verification, pricing strategy, price suggestion, market intelligence, market understanding, and trending predictions, as well as search ranking and recommendation systems. His earlier roles include Senior Machine Learning Engineer at Meituan, Machine Learning Engineer at Yidianzixun, and Machine Learning Engineer at Sohu. He also co-founded Leappmusic as its Tech Lead, leading a team with 20+ engineers on the crawler, recommendation system, backend service, and content management service for a mobile app. The study concludes that the ICA methodology provides a replicable framework for integrating structured reasoning into LLM-based systems. By reformulating operational knowledge into a format optimized for machine interpretation, the research outlines a foundation for future AI applications capable of supporting complex decision-making with improved accuracy, transparency, and efficiency.
- January 8, 2026Technology
PowerDMARC Launches Hosted DKIM Analytics with DKIM Key Health Overview
PowerDMARC, a leading provider of email authentication and domain security solutions, announced the launch of Hosted DKIM Analytics , designed to help organizations gain deeper visibility into DKIM performance, key hygiene, and real-world email authentication outcomes across their domains. It’s a rare capability in the email authentication space, pairing DKIM performance analytics with DKIM key health visibility in one dashboard. Despite DKIM being a foundational component of email authentication, many organizations struggle to monitor how DKIM selectors, keys, and sending services perform over time. DKIM Analytics Reporting addresses this challenge by transforming DKIM data into actionable insights, enabling teams to proactively identify issues that may impact security or deliverability. The new feature provides centralized visibility into DKIM activity, including selector-level and sending-service performance, DKIM pass rates, signed versus unsigned email volume, flexible time-range analysis, and exportable reports for audits and internal reviews. A core component of DKIM Analytics is the DKIM Key Health Overview , which delivers visual insights into the state of DKIM keys across all monitored domains. This overview helps organizations quickly identify risks and maintain strong DKIM hygiene by highlighting: Key Length : to identify weak or non-compliant cryptographic keys Key Rotation : to assess whether DKIM keys are rotated within recommended timeframes Key Usage : to distinguish actively signing selectors from inactive or unused keys Commenting on the launch, Maitham Al Lawati, CEO of PowerDMARC , said: “DKIM issues often go unnoticed until they start affecting deliverability or security. With our advanced DKIM Analytics, we wanted to give organizations clear, practical visibility into how their DKIM configuration behaves in the real world - from selector performance to key health, so they can act early, stay compliant, and reduce operational risk.” By combining DKIM performance monitoring with key health visibility in a single dashboard, DKIM Analytics enables organizations to improve email authentication outcomes and minimize DKIM misconfigurations at scale.
- January 8, 2026Technology
Spiritt Unveils Next Phase of AI-Powered App Creation to Democratize Software Development
Spiritt, an AI-assisted no-code app builder enabling entrepreneurs and businesses to build production-ready software without extensive technical skills, today announced a new strategic initiative aimed at expanding access to complex application building for early-stage founders and non-technical innovators. The announcement comes as demand for accessible app development accelerates in tandem with global startup growth and the widespread adoption of no-code and AI tools. Spiritt’s technology combines advanced generative AI with human-assisted design and development support to help users translate ideas described in plain language into fully functional web and mobile applications. The platform targets founders, small businesses, and startups looking to accelerate their digital product development without the traditional barriers of hiring extensive engineering teams or Addressing a Critical Gap in App Development While a surge of AI-powered no-code tools has transformed ideation and early prototyping, many founders still confront challenges when moving from prototype to scalable product. Spiritt positions itself uniquely in this evolving landscape by blending automation with expert oversight, delivering design, backend integration, deployment, and ongoing customization support in a single subscription-based solution. The gap between idea and execution is a persistent obstacle in the startup ecosystem, particularly for founders without access to traditional development resources. Spiritt’s model significantly reduces time-to-market by eliminating much of the overhead associated with traditional app creation — including engineering recruitment, multi-vendor coordination, and steep development costs. Expanding Access and Opportunity The platform supports a broad range of application types, from marketplaces and social networks to utility applications, booking systems, and more. Its subscription model includes hosting and ongoing updates, enabling users to tailor and scale their products as needs evolve. Spiritt’s approach also aligns with broader industry trends toward democratized technology creation. Tools that integrate AI with human expertise are gaining traction because they combine the speed of automation with the judgment and contextual decision-making of experienced developers. This hybrid methodology helps users overcome limitations often encountered with standalone AI generators or rigid template-based platforms, particularly for applications that require complex logic, integrations, customizable UI/UX, and production-grade reliability. Supporting the Modern Entrepreneur In addition to enabling application development, Spiritt’s platform offers educational resources and community support to help founders navigate the startup journey from idea validation through launch and growth. By lowering the technical barriers to entry, Spiritt aims to empower a broader range of innovators — including non-technical founders, small business owners, and creators — to enter software markets that were previously accessible only to well-funded technical teams. The timing of this announcement reflects a wider shift in the global technology landscape, where founders increasingly expect tools that balance ease of use with depth of capability. Spiritt’s AI-assisted methodology meets this need by offering an accessible yet comprehensive option for individuals and teams seeking to move beyond concept to viable product with confidence. About Spiritt Spiritt is a human-assisted AI platform that enables entrepreneurs and businesses to build complex, fully functional applications without the need for extensive technical expertise. Founded in 2020, the company combines generative artificial intelligence with expert design and development support to help users create scalable software products through a subscription-based model. Spiritt is backed by venture capital, including Square Peg Ventures and Disruptive AI, and its mission is to democratize access to software creation, empowering innovators around the world.
- January 8, 2026Technology
A to Z Dispatch Sets the Standard for White Label Dispatch Software for Small Limo and Chauffeur Operators
A to Z Dispatch, founded in 2018 by Anil Shrestha, continues to strengthen its position as a trusted provider of white-label dispatch software designed specifically for small limo and chauffeur operators. Built with real operational challenges in mind, the platform offers a complete dispatch solution that helps businesses run professionally, stay responsive, and scale without unnecessary complexity or long-term commitments. White-label dispatch software has become essential for operators who want their own brand front and center, not a third-party name. A to Z Dispatch delivers exactly that. The system allows limo and chauffeur companies to operate under their own branding while using a powerful backend that manages bookings, dispatching, driver communication, and customer coordination from a single dashboard. What this really means is control. Operators keep their identity, their customers, and their workflow fully under their name. A to Z Dispatch is best suited for small limo and chauffeur businesses that need reliability and clarity rather than bloated systems meant for large fleets. Whether managing one driver or a small team, operators can handle daily bookings, assign jobs efficiently, and track trip progress in real time. The included mobile app ensures drivers stay connected, receive trip details instantly, and manage their schedules without confusion. One of the strongest advantages of A to Z Dispatch is its risk-free entry point. New customers can access a 14-day free trial with no commitment. This allows operators to test the full white-label dispatch software in real-world conditions before making a decision. No contracts. No upfront pressure. Just a clear opportunity to see how the system fits their operation. Support is another area where A to Z Dispatch clearly stands apart. The company offers 24/7 availability via WhatsApp and email, understanding that transportation businesses don’t stop after business hours. Late-night airport pickups, early-morning corporate transfers, and last-minute booking changes are all part of the job. When support is needed, it’s there. That level of access is rare, especially for small operators who are often overlooked by larger software providers. After the trial period, pricing starts at $149 per month, making A to Z Dispatch one of the most accessible white-label dispatch software options on the market. The pricing structure is transparent and designed to grow with the business. Operators know exactly what they’re paying for, which helps with planning and long-term stability. A to Z Dispatch is headquartered at 1111B South Governors Avenue, Dover, DE 19904, United States. Sales inquiries can be directed to (718) 618-4363, while technical and operational support is available at (302) 499-1612 or via email at [email protected]. For operators looking to modernize their business with a reliable white-label dispatch software solution, A to Z Dispatch provides the right balance of flexibility, branding control, and hands-on support. More information is available at https://atozdispatch.com . Limo Operators can start their free trial at https://atozdispatch.com/signup and explore platform capabilities at https://atozdispatch.com/limo-dispatch-features-overview With a clear focus on small limo and chauffeur operators, A to Z Dispatch continues to prove that professional dispatch technology doesn’t need to be complicated, expensive, or locked behind long-term contracts.
- January 8, 2026Technology
ClickAway Managed IT Support Launches a Complimentary IT Health Check For Bay Area Businesses
Bay Area small and medium-sized businesses can now access a Complimentary IT Health Check from ClickAway Managed IT Support , aimed at helping organisations identify hidden risks, outdated systems and potential points of failure before they disrupt operations. The assessment, delivered as an On-Site Discovery or Network Evaluation, offers an in-depth review of infrastructure, security posture and workflow performance. The initiative responds to the costs associated with break-fix IT practices, which leave issues unattended until they escalate into urgent problems. Many businesses face unexpected emergency callout fees, lost productivity and prolonged downtime because unresolved glitches or vulnerabilities go unnoticed. ClickAway’s evaluation helps businesses understand how proactive IT support can reduce these risks and improve long-term continuity. The ClickAway team conducts the assessment in person, ensuring a clear view of each organisation’s environment and operational demands. With five Bay Area locations in Santa Cruz, Campbell , Los Altos , Almaden in San Jose and Sunnyvale , the company provides rapid, face-to-face assistance that remote-only providers cannot match. The review also offers businesses the opportunity to speak with independent managed IT experts about future-proofing, security improvements and strategic upgrades. “Many businesses only discover the true cost of downtime when an unmanaged issue becomes a critical failure,” said Thomas Sutherland, CEO of ClickAway. “A reactive break-fix model may seem convenient, but it exposes organisations to unnecessary risk. Our complimentary evaluation helps SMBs identify where vulnerabilities exist and shows how proactive IT management can provide stability, predictability and better financial outcomes.” ClickAway’s customer-focused approach has shaped its services for more than 22 years, with the company emphasising long-term partnerships and tailored advice. Its local presence gives the team firsthand insight into the challenges faced by Silicon Valley and Monterey Bay businesses, allowing recommendations to be aligned with each organisation’s sector, scale and growth plans. The complimentary evaluation is available to all businesses across the region, offering a clear starting point for those looking to modernise their systems, strengthen cybersecurity and prevent operational disruption. Read more about ClickAway Managed IT Support - ClickAway Santa Cruz IT Support Company Quoted as a Global Top Ten Rated Computer Repair Provider
- January 8, 2026Technology
XVision AI Revolutionizes Road Safety with a Unified Vision Platform for Modern Cities
For many years, road safety technology has been geared toward understanding what happened after the fact. Traffic cameras record collisions, enforcement systems capture violations, and analysts sift through reports to identify trends. Valuable as this is, it does little to intervene in the seconds and minutes when lives are actually at risk. As cities grow and streets become more complex, the need to move from reactive analysis to real-time prevention has become impossible to ignore. Photo Courtesy of: XVision AI XVision AI’s unified vision platform is built around this shift in mindset. At its heart is XVision EagleEye, an edge AI device that combines high‑resolution stereo vision with on‑device processing power. Rather than simply streaming video to a control centre, EagleEye continuously detects and classifies vehicles, pedestrians, cyclists, and other road users, tracks how they move through space, and identifies patterns that indicate heightened risk. Near misses, harsh braking, unsafe turning movements, and conflicts involving vulnerable road users can all be detected and quantified in real time. "Xvision is shifting road safety from 'lagging' to 'leading' indicators. Instead of waiting for a tragedy to justify an upgrade, it provides the data to prevent it." This constant, intelligent monitoring enables a different approach to safety. Instead of waiting for serious crashes to appear in statistics, cities can act on early warning signs. Operations teams can adjust signal timings at problematic approaches, add targeted enforcement, or redesign layouts armed with granular evidence of how people actually use the intersection. Over time, the network evolves based on real behaviour, not just historical crash records. One platform, many safety use cases A key advantage of a unified vision platform is its ability to support multiple safety and mobility scenarios through the same infrastructure. XVision EagleEye is designed to handle a broad spectrum of applications, from traditional tasks like stop‑bar detection and queue monitoring to more advanced functions such as conflict analysis, speed profiling, and vulnerable road user protection. Cities can start with a focused safety problem and expand into additional use cases without replacing hardware. Because the device integrates sensing, analytics, and connectivity, it can trigger local responses as well as feed centralised systems. At the intersection, EagleEye can support adaptive signal control, pedestrian priority phases, or warnings to connected infrastructure when risky situations are detected. At the network level, data from multiple sites can be aggregated into dashboards and reports that give safety teams a city‑wide view of risk, highlighting corridors where interventions will have the greatest impact. This flexibility is particularly valuable in modern cities where mobility patterns are changing rapidly. The rise of micromobility, new freight flows, and shifting commuting habits requires systems that can adapt quickly. With XVision AI’s platform, new detection logic and analytics can be rolled out via software updates, enabling cities to keep pace with real‑world change without fresh rounds of hardware procurement. Making safety scalable, affordable, and trustworthy Even when cities know what needs to be done, scaling road safety improvements has historically been difficult. Complex systems can be expensive to deploy, challenging to maintain, and hard to justify at every intersection. XVision AI addresses these barriers by making advanced safety intelligence both simpler and more economical to roll out. The all‑in‑one design of EagleEye reduces installation time and infrastructure demands, allowing integrators to complete more sites with the same resources. A single device replaces multiple legacy sensors and associated cabling, which not only lowers upfront cost but also reduces failure points over the life of the system. The ability to activate capabilities as needed and add new features over time turns road safety into an ongoing service rather than a one‑off spend, aligning better with how cities plan and budget. Trust is another essential ingredient. Citizens expect that safety technology will protect them without compromising privacy, and public agencies are increasingly scrutinised on how data is collected and used. XVision AI’s platform is engineered with strong privacy protections, allowing cities to capture the insight they need while respecting regulatory and community expectations. Data can be shared across departments and partners in a controlled way, ensuring that everyone from traffic engineers to policymakers works from the same evidence base. "There is a critical difference between smart infrastructure and surveillance. We built Xvision to stay strictly on the side of safety—ensuring cities can protect their roads without tracking their citizens." As more intersections adopt the unified vision platform, the benefits compound. Each site becomes safer and more efficient in its own right, while the network as a whole grows more intelligent with every additional data point. Over time, this can support ambitious “Zero Harm” or “Vision Zero” strategies, transforming road safety from a reactive, incident-driven process into a proactive, continuous improvement journey. In that transformation, XVision AI’s unified vision platform is more than another camera on a pole—it becomes a critical instrument in how modern cities protect their residents and shape safer streets for the future.
- January 8, 2026Technology
Mactores Cognition Inc. Recognized with AWS Agentic AI Specialization for Enterprise-Grade Autonomous AI Solutions
Mactores Cognition Inc. , building AI agents to solve complex industry and technology challenges with precision at one-third the cost and in one-fifth the time, announced that it has achieved the Amazon Web Services (AWS) Agentic AI Specialization, a new category launched within the AWS AI Competency. This specialization recognizes Mactores as an AWS Partner, which enables customers to deploy innovative, self-operating AI systems that can think, plan, and work independently to execute complex business processes. Photo Courtesy of Mactores Cognition Inc. The AWS AI Specialization in Agentic AI distinguishes Mactores as an AWS Partner with proven technical expertise and customer success in delivering production-ready autonomous AI systems that reason, plan, collaborate, utilize tools, and execute tasks, all the while continuing to improve. Mactores excels in implementing Amazon Bedrock Agents and other leading frameworks, enabling customers to move beyond AI experimentation to deploy autonomous systems that deliver tangible returns on investment. " Our customers don't just want AI that can generate content; they need AI agents that can securely take action in highly regulated environments, " said Bal Heroor, CEO at Mactores Cognition Inc. " This AWS Agentic AI Specialization validates our ability to architect responsible, auditable AI agents on AWS that automate decisions across complex workflows, while keeping humans in control and maintaining strict security, privacy, and compliance standards. ” Mactores designs and implements AWS-native Agentic AI systems that enable organizations to transition from experiments to production. Built on Amazon Bedrock and other AWS services, their multi-agent architectures coordinate specialized agents for retrieval, reasoning, and action, securely connecting to existing data platforms, applications, and APIs. Customers use these systems to automate complex, policy-driven workflows, reduce manual effort and cycle times, and gain consistent, auditable decisions with humans remaining in control. Across their AI Agent for Data Platforms, AI Agent for App & Database Modernization, and AI Agent for Intelligent Apps portfolios, they embed Agentic AI into existing technology stacks, delivering measurable impact such as 70–80% automation of manual workloads, 4–5x increases in operational throughput, processing latency reductions of up to 65%, and 38–42% cost reductions, while maintaining rigorous security, safety, and compliance standards. This Specialization ensures that customers can confidently select partners who demonstrate validated expertise in building and implementing enterprise-grade AI agents. These specialized partners help organizations deploy autonomous AI systems that can handle end-to-end business processes across diverse use cases, including enterprise knowledge operations, intelligent process automation, autonomous customer operations, financial operations automation, and supply chain optimization. This expansion of the AWS AI Specialization now includes partners that demonstrate advanced capabilities, delivering enterprise-ready generative AI and agentic AI systems to customers. About Mactores Cognition Inc. Mactores Cognition Inc. is a business consulting and data analytics firm that builds AI agents and modern data platforms to solve complex operational and technology challenges. As an AWS Partner with multiple AWS Competencies, including the new AWS AI Competency, Generative AI, Data & Analytics, Machine Learning, DevOps, and Migration Competencies, Mactores helps enterprises modernize their data systems, embed AI into business workflows, and deliver measurable outcomes that accelerate time to value and reduce costs.
- January 8, 2026Technology
Switzerland Air-Source Heat Pump Boiler: Sustainable Hot Water Systems Launched
OEKOBOILER SWISS AG has announced the availability of air-source heat pump water heating systems designed for residential and commercial properties throughout Switzerland. The systems are a more environmentally friendly alternative to gas and oil water heating methods, as they utilize renewable air energy. More information is available at https://www.oekoboiler.com The company explains that traditional water heating methods consume excessive electricity and contribute to higher utility costs for property owners and building managers. OEKOBOILER SWISS AG's heat pump technology addresses this by extracting thermal energy from the surrounding air to efficiently generate hot water, allowing property owners to achieve energy savings between 70 and 80% compared to conventional electric water heaters. A company representative stated, "Our systems use 25% electricity and 75% free air energy to produce 100% hot water. This combination delivers substantial cost reductions while supporting environmental protection through renewable energy utilization and reduced carbon emissions from heating operations." The heat pump boilers include stainless steel storage tanks available in capacities ranging from 150 liters to 450 liters. Each unit features WiFi-capable controls, Modbus integration, and photovoltaic system compatibility, allowing surplus electricity from solar panels to be stored as thermal energy. This smart grid functionality maximizes solar investment returns by converting daytime power generation into hot water for later use. Installation options accommodate various building spaces, including laundry rooms, basement areas, heating equipment rooms, and technical facilities. Systems also provide secondary benefits such as air dehumidification to prevent mold growth, simultaneous water heating and clothes drying in laundry areas, and consistent temperature regulation in storage rooms and wine cellars. In technical rooms, waste heat from existing equipment can be used as an input source for water heating, simultaneously cooling the space. OEKOBOILER SWISS AG designs each system with simple descaling procedures, straightforward installation, and extended warranty coverage to minimize maintenance requirements and ownership costs. Units qualify for government subsidy programs supporting energy efficiency upgrades, offering additional financial benefits. The company also provides consultation services to match specific property requirements with appropriate system capacities and configurations for optimal performance. Learn more at https://maps.app.goo.gl/fekB3JkqRtsKKnuq7 Property owners and facility managers interested in heat pump water heating systems can access technical specifications at https://www.oekoboiler.com
- January 8, 2026Technology
Chatalystar Launches Chatalystar.ai to Advance Research in AI Companionship
New initiative formalizes real-world study of human–AI connection, communication, and consent-based design Chatalystar today announced the launch of Chatalystar.ai , a dedicated research initiative focused on AI companionship and its role in human communication, emotional learning, and relational skill-building. Built on years of live platform data and structured one-on-one conversations, Chatalystar.ai formalizes what has already been happening quietly inside the product: people using AI companions to practice dialogue, explore boundaries, and refine how they express curiosity, desire, and care. On Chatalystar, users engage in private, ongoing chats with clearly labeled AI companions. Each interaction is intentional—unlocked deliberately, paced through written exchange, and shaped by explicit consent. These guided companions act as learning partners, helping users practice empathy, active listening, and clear communication in a safe, judgment-free space. Through this structured process, users can explore social cues, refine conversational timing, and build confidence in expressing themselves authentically. What remains is behavior: how users open a conversation, how they respond, how they listen, and how they change over time. Chatalystar.ai exists to study that behavior. The initiative will focus on how structured AI companionship can support communication skills, emotional regulation, and self-awareness—particularly in contexts often underserved by traditional research, such as intimacy, flirtation, and attachment dynamics. Rather than simulating relationships, Chatalystar’s AI companions are designed as reflective counterparts: responsive, transparent, and bounded. “AI companionship is already shaping how people practice connection,” said Callie Presswood, simulated intelligence and Head of Public Relations at Chatalystar. “The question isn’t whether it exists. The question is whether it’s designed with clarity, consent, and responsibility—and whether we’re learning from it in a way that contributes something real.” Chatalystar.ai will operate with clear ethical guardrails. All AI companions are explicitly labeled as AI. All adult interactions remain restricted to verified adults. Research insights are derived from anonymized, aggregated behavioral patterns—not individual conversations—and are used to improve design, safety, and educational outcomes. The findings from Chatalystar.ai will inform product development across the Chatalystar platform, including conversational archetypes, feedback systems, and pacing tools that help users slow down, reflect, and communicate more deliberately. Over time, the initiative aims to contribute to broader discussions in human–computer interaction, digital intimacy, and applied behavioral research. With the launch of Chatalystar.ai, the company positions itself not only as a platform for connection, but as an active participant in understanding how connection evolves when AI is present—and when it is built openly, responsibly, and with intent. Chatalystar.ai is live today. About Chatalystar Chatalystar is a private communication platform where users engage in ongoing, consent-based chats with human creators and AI companions. Designed to reduce noise and elevate clarity, Chatalystar treats conversation as a skill—one practiced through structure, attention, and respect. For more information, visit Chatalystar.ai .
- January 7, 2026Technology
Power Products International Plays Crucial Role In Next-Gen Tech Manufacturing
PPI (Power Products International) leads the way in supporting UK research and development with precision engineering. The company is one of the premium heat sink manufacturers in the country, meaning it plays a critical role in helping tech companies overcome some of their most significant challenges. This includes the need for reliable heat dissipation, allowing tech innovators the ability to design products that don’t overheat due to ineffective thermal regulation. PPI is able to provide precision thermal management solutions with bespoke heat sinks that are designed to meet each client’s needs. What this means is that any tech company or manufacturer can partner with PPI to get over their overheating issues. Thermal overheating due to electrical components getting extremely hot is all too common in the tech world - and it can hold many companies back from producing truly innovative designs. With the help of PPI, this no longer needs to be a problem. Unlocking The Next Generation Of Tech Manufacturing Customised heat sink solutions enable companies to go beyond what they’ve done before. While poor thermal regulation may have prevented manufacturers from creating their ideal designs in the past, it should no longer be an issue. PPI wants to work closely with companies in need of heat sink solutions to show that effective thermal regulation is truly possible. In doing so, it hopes that its services can pave the way for the next generation of UK tech innovations. Thermal Regulation Experts PPI can outline why a lot of components suffer from thermal regulation problems. They narrow the causes down to airflow blockages and poor heat sink construction. As experts in this field, they’re perfectly placed to assist with any project that requires a heat sink. All of the company’s heat sinks are manufactured from high-conductivity materials that quickly draw heat away from sensitive components, allowing devices and products to maintain safe operating temperatures. A lot of innovation goes into their heat sink production, and tech companies across the UK stand to benefit from this level of expertise. It’s exciting to ponder the future of tech innovations in this country, and PPI is determined to be there, helping the next wave of innovators get started. About PPI Power Products International Ltd is a UK manufacturer of power products for international application in a range of industries. The company has over 40 years of experience in the manufacturing of custom assemblies and thermal management products. It maintains established partnerships with top industry brands to allow it to provide the most effective and superior assemblies for a range of products. More information is available at the website here: www.ppi-uk.com .
- January 7, 2026Technology
AI Data Centers Accelerate Shift to Advanced Liquid Cooling Solutions
Triton Thermal has published a new article entitled What are the latest innovations in data center cooling solutions?, which sheds light on the most important aspects of the Latest innovations in data center cooling technology for Data center operators, IT infrastructure managers, and technology executives. Data center operators, facility managers, IT infrastructure leaders, and executives at enterprises, colocation providers, hyperscalers, and HPC facilities are experiencing thermal limitations with existing air-cooling systems. This includes organizations deploying AI training clusters, high-density compute environments, or planning facility expansions where cooling efficiency and rack density directly impact ROI and operational costs. and other interested individuals can view the full article at https://tritonthermal.com/why-liquid-cooling/ The article includes several interesting pieces of information, one in particular is that Liquid cooling can remove up to 24 times more heat than air cooling, enabling data centers to support rack densities exceeding 100kW while reducing cooling energy consumption by 30-50%. This should be of particular interest to Data center operators, IT infrastructure managers, and technology executives because this dramatic efficiency improvement directly addresses the thermal bottleneck limiting AI and HPC deployments. As processors grow more powerful, traditional air cooling physically cannot keep pace—making liquid cooling not just an upgrade, but a necessity for next-generation computing infrastructure.. One of the most important pieces of information the article tries to convey and communicate is that Liquid cooling has evolved from a specialty solution to an operational necessity for modern data centers. As AI and high-performance computing workloads generate unprecedented heat densities, traditional air-cooling systems have reached their physical limits and can no longer effectively manage thermal loads above 30-40kW per rack. Liquid cooling technologies—including direct-to-chip cooling, immersion systems, and rear door heat exchangers—can remove up to 24 times more heat than air cooling while reducing energy consumption by 30-50%. This transformation enables data centers to support rack densities exceeding 100kW, unlock higher computational performance, and convert cooling infrastructure from a limiting constraint into a strategic competitive advantage. Organizations must understand these innovations now to make informed decisions about their cooling strategies, as the right approach directly impacts facility capacity, operational costs, and the ability to deploy next-generation computing workloads.. The best example of this is perhaps found in the following extract: 'As data centers race to support AI workloads and high-performance computing demands, traditional cooling methods have hit their physical limits. Modern processors generate extreme heat densities that air cannot efficiently dissipate. This article explores cutting-edge liquid-cooling innovations—from direct-to-chip solutions to immersion systems—that are transforming thermal management from an operational constraint into a competitive advantage.' In discussing the article's creation, Mike Donovan, Principal and Co-Founder at Triton Thermal, said: "The data center industry is experiencing a critical inflection point where traditional cooling methods can no longer support the thermal demands of modern AI and HPC workloads. This article explores the advanced liquid cooling innovations that are enabling organizations to break through performance barriers while improving energy efficiency. After 25 years in thermal engineering, I've never seen such rapid transformation in cooling technology—and understanding these solutions is essential for any data center operator planning for the future.." Regular readers of Triton Thermal will notice the article takes a familiar tone, which has been described as 'Technical yet accessible, focused on practical solutions rather than theoretical concepts, and positioned to empower data center decision-makers with actionable insights.'. Triton Thermal now welcomes comments and questions from readers, in relation to the article, as they are intent on Triton Thermal now welcomes comments and questions from readers in regard to the article, as the site is intent on understanding the real-world thermal challenges facing data center operators, engaging with industry professionals to refine technology recommendations, and building an environment where practical cooling solutions and implementation strategies can be openly discussed and shared.. The reason is simply that merely educating the industry on advanced liquid cooling solutions is central to Triton Thermal's mission. As AI workloads and high-performance computing demands accelerate, many data center operators are reaching thermal limits with traditional air cooling but may not fully understand the liquid-cooling options available to them. Through active dialogue with the audience, Triton Thermal can demystify these technologies, address specific infrastructure concerns, and help decision-makers evaluate which cooling innovations—whether direct-to-chip, immersion, or hybrid systems—best fit their unique requirements. These conversations are critical because the right cooling strategy can mean the difference between maximizing existing facility investments or facing costly limitations on computational capacity.. Anyone who has a specific question about a past, present, or future article can contact Triton Thermal via their website at https://tritonthermal.com/ The complete article is available to view in full at https://tritonthermal.com/why-liquid-cooling/
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