Technology News
Andrii Olefirenko Appointed as Judge for the 2025 Global Recognition Awards
The Global Recognition Awards proudly announces the appointment of Andrii Olefirenko , a distinguished software engineering specialist, as its judge for the Global Recognition Awards 2025. Olefirenko’s extensive expertise in information technology and software development will play a pivotal role in evaluating this year’s candidates across a range of technological categories. Photo Courtesy of Andrii Olefirenko With over a decade of experience in the IT sector, Olefirenko brings a deep understanding of innovation, technical excellence, and the organizational impact of technology-driven solutions. In his role as judge, Olefirenko will be responsible for reviewing submissions, assessing technical merit, and identifying professionals whose contributions have advanced the field in meaningful and measurable ways. Olefirenko’s appointment reinforces the Awards’ mission to celebrate individuals and organizations whose work drives progress and sets new standards of excellence across industries worldwide. “We are delighted to welcome Andrii Olefirenko to the 2025 judging panel,” said Alex Sterling, spokesperson for the Global Recognition Awards. “His technical acumen and industry perspective will be invaluable in recognizing true innovation and excellence within the global technology community.” Technical Expertise and Evaluative Methodology Olefirenko’s experience spans the frontiers of modern computing, from artificial intelligence and distributed systems to advanced software development methodologies. His insight allows him to distinguish between incremental enhancements and transformative breakthroughs, ensuring that recognition is reserved for achievements that meaningfully advance the discipline. In his judging capacity, Olefirenko adopts a results-oriented approach that looks beyond theoretical innovation to measure tangible impact. His evaluation framework considers how effectively technological solutions address pressing business challenges, enhance operational performance, and contribute to sustainable growth. This balanced perspective reflects the Awards’ broader vision, to honour innovation that delivers meaningful progress across industries. Drawing on extensive experience with emerging development frameworks, cloud computing, and agile systems, Olefirenko brings a clear understanding of the forces driving contemporary technology. His analytical approach underscores not only technical precision but also the strategic value of innovation, ensuring that recognition is reserved for achievements that demonstrate both technological breakthrough and measurable impact. Innovation Assessment and Industry Leadership In an era defined by rapid technological change, the ability to identify genuine innovation has never been more critical. The Global Recognition Awards emphasize this principle through the expertise of judges like Andrii Olefirenko, whose background in software engineering enables a discerning approach to technological evaluation. “The true measure of innovation lies not only in technical sophistication but in its capacity to create lasting organizational impact,” Olefirenko observed when discussing his approach to assessment. “Effective judging requires systems thinking - the ability to interpret collaboration, decision-making, and design intent from evidence, and to understand how those choices translate into performance and growth.” Final Words As the software engineering profession continues to expand, with demand projected to grow by more than 20 percent by 2029, the need for informed evaluation becomes increasingly vital. The Global Recognition Awards underscored the importance of Andrii Olefirenko’s appointment as a reflection of the organization’s commitment to excellence in its judging process. Commenting on the announcement, Alex Sterling emphasized the strategic selection of industry leaders for the panel. “When appointing judges, we seek individuals who combine deep technical expertise with the analytical perspective needed to evaluate innovation across diverse contexts,” Sterling said. “Andrii Olefirenko exemplifies this standard by bringing a profound understanding of software engineering excellence in all its most intricate aspects.” Through his role, Olefirenko will contribute to recognizing professionals and organizations that drive progress in software engineering, those whose work demonstrates technical mastery, implementation excellence, and measurable industry impact. His participation ensures that honorees of the Global Recognition Awards continue to embody the highest standards of innovation and performance, setting benchmarks that inspire the next generation of technology leaders. About Global Recognition Awards The Global Recognition Awards is an international awards program that celebrates individuals and organizations demonstrating exceptional achievement, innovation, and leadership across more than 26 industry categories. With annual submissions from over 80 countries, these awards are evaluated by independent panels of industry experts through a rigorous, evidence-based process. The program recognizes professionals and companies whose work delivers measurable results and sets new benchmarks for excellence, promoting a global standard of performance and inspiring continued progress across industries.
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- November 5, 2025Technology
Adelaide Solar Panel Installation For Manufacturing Buildings, Service Expanded
P4B Solar has expanded its solar panel installation services, now focusing on manufacturing buildings throughout the Adelaide region. As part of its offering, the company can help local businesses combat rising operational expenses by reducing their energy costs. Interested parties can learn more at https://www.p4bsolar.com.au/ With the service, P4B Solar seeks to ease financial pressures facing the local industry, as manufacturing is a major electricity-consuming sector in South Australia. Many manufacturers saw their energy rates increase by around 23 percent from 2024 to 2025, and they are expected to increase by up to 8.5 percent in 2026. One ice cream producer reported an annual power bill increase of nearly $200,000 recently. These statistics underscore the need for stable, cost-effective energy solutions to support local production, the team notes. P4B Solar's expanded service enables local manufacturers to assess their power needs, select appropriate solar systems, and apply for available incentives to increase their financial benefits. Company engineers design solar solutions customized for the energy consumption profiles of industrial operations, ensuring the system delivers effective energy cost reduction. Experts believe that solar energy presents a viable solution to the financial challenges that high energy bills present to manufacturing companies. South Australia's consistent sunshine allows commercial solar panels to generate significant energy, directly offsetting high grid electricity consumption during peak operating hours. This generation capacity provides a return on investment by lowering ongoing operational expenditures. The cost of a 100kw solar system designed for manufacturing buildings in Adelaide, for example, ranges from around $90,000 to $150,000. Costs vary depending on the business's unique energy needs and the system components used. Additionally, site-specific requirements like the number of panels and the size of the ground or roof mount space also factor in, P4B Solar explains. An investment in solar energy can also be more financially attractive due to federal and state government incentives. Companies within Adelaide City limits can also apply for incentives from the municipality, the company adds. For more information, please visit https://www.p4bsolar.com.au/
- November 5, 2025Technology
FujiBit.live Launches Free Online Tools, Classic Games, and Smart Calculators for a Simpler Web Experience
FujiBit.live is reshaping how users interact with the web by providing a suite of free browser-based tools, logic games, and intelligent calculators — all without logins, ads, or data collection. Created by an indie developer known as Fuji , the project aims to restore simplicity, privacy, and functionality to the modern digital experience. “FujiBit is my digital workshop — where code meets curiosity,” said Fuji, creator of FujiBit.live. “I wanted to rebuild the kind of internet that’s fast, useful, and free from distractions.” Simple Tools That Just Work FujiBit.live features lightweight, instant-use utilities designed for productivity and clarity. Grammar Checker: Quickly detects and corrects grammar issues for students and writers. Unit Converter: Converts measurements like weight, distance, and temperature between systems. Color Picker: Helps designers and developers find and copy color codes instantly. Each tool runs directly in the browser, maintaining speed and accessibility across devices. Classic Games, Smarter Play FujiBit also revives the fun of early web gaming with logic-based, browser-friendly games that test creativity and focus — including Sudoku, Tic-Tac-Toe, Snake, Pong, Word Game, and Pixel Painter. “Games on FujiBit aren’t about dopamine hits — they’re about ideas you play with,” Fuji added. Calculators for Real-World Use The platform’s smart calculators are built for students, professionals, and entrepreneurs: CGPA Calculator for quick grade computation. Customer Lifetime Value Calculator for marketers. Time Zone Calculator for remote teams and travelers. All calculators are mobile-friendly, accurate, and instantly accessible without installation. A Return to the Honest Web FujiBit.live promotes a minimalist and ethical web philosophy — no signups, tracking, or paywalls. The site focuses on speed, simplicity, and user respect, offering value without monetization traps. “So many platforms overcomplicate simple ideas,” Fuji said. “I wanted to make something frictionless and honest.” About FujiBit.live FujiBit.live is a free, independent web platform offering online tools, smart calculators, and retro-inspired games for students, creators, and everyday users. Built by FujiBit, the site represents a return to a more accessible, intelligent, and privacy-first internet. For more information, visit: https://fujibit.live/
- November 4, 2025Technology
Anti-Money Laundering Solutions Market Expected to Reach USD 7.95 Billion by 2030, Driven by Real-Time Compliance and Cloud Adoption
Global Growth Outlook of the Anti-Money Laundering Solutions Market The Anti-Money Laundering Solutions Market size is valued at USD 3.43 billion in 2025 and is forecast to reach USD 7.95 billion by 2030, expanding at an 18.31% CAGR. Growth is fueled by stricter regulations, cross-border transactions, digital payment adoption, and rising demand for real-time financial crime monitoring. We also provide insights into how businesses can leverage emerging opportunities, while focusing on evolving Anti-Money Laundering Solutions Market statistics that reflect growing adoption across industries and geographies. Key Trends in the Anti-Money Laundering Solutions Market 1. Regulatory Mandates Driving Real-Time Compliance Across Financial Institutions Global regulations like EU AMLR 2023 push institutions from batch reviews to real-time monitoring, increasing demand for scalable Anti-Money Laundering Solutions Market systems that detect and escalate suspicious activities instantly. 2. Instant Payment Networks Increasing Transaction Volumes and Demanding High-Speed Screening The rise of instant payment systems like Fed Now and SEPA Instant demands high-speed Anti-Money Laundering Solutions Market tools, as legacy batch systems cannot handle increased transaction volumes efficiently. 3. Expanding Role of Cryptocurrency and Blockchain Analytics in AML Monitoring Growing digital asset adoption and tighter Asia-Pacific regulations drive demand for blockchain analytics, prompting the Anti-Money Laundering Solutions Market to integrate cryptocurrency monitoring for effective compliance and fraud detection. 4.FinCEN regulation for SEC-registered investment advisers A large number of investment-advisory firms registered with the SEC are required to implement full AML programs by early 2026. Many proactive firms view advanced client-risk scoring as a strategic relationship management tool rather than merely a compliance obligation. Check out more details and stay updated with the latest industry trends, including the Japanese version for localized insights: https://www.mordorintelligence.com/ja/industry-reports/anti-money-laundering-solutions-market?utm_source=marketersmedia Market Segmentation in the Anti-Money Laundering Solutions Market By Solution: Transaction Monitoring Systems Know-Your-Customer / Customer Due Diligence (KYC/CDD) Sanctions and PEP Screening Case and Alert Management Currency Transaction and Regulatory Reporting Trade-Based AML Analytics By Component: Software Services (Managed, Professional) By Deployment Model: On-Premise Cloud Hybrid By Organization Size: Large Enterprises Small and Medium-sized Enterprises (SMEs) By End-User Industry: Banking Insurance FinTech and Payment Service Providers Wealth and Asset Management / Investment Advisers Gaming and Gambling Operators Cryptocurrency Exchanges and Virtual-Asset Service Providers Government and Public Sector By Geography: North America: United States, Canada, Mexico South America: Brazil, Argentina, Rest of South America Europe: United Kingdom, Germany, France, Spain, Nordics, Rest of Europe Asia-Pacific: China, Japan, India, Southeast Asia, Australia, New Zealand, Rest of Asia-Pacific Middle East: GCC Countries, Turkey, Rest of Middle East Africa: South Africa, Nigeria, Rest of Africa Explore Our Full Library of Technology, Media and Telecom Research Industry Reports - https://www.mordorintelligence.com/market-analysis/technology-media-and-telecom?utm_source=marketersmedia Key Players in the Anti-Money Laundering Solutions Market SAS Institute, Inc.: A global analytics leader providing advanced AML software and solutions for transaction monitoring and risk management. NICE Actimize (Nice Ltd): Offers comprehensive financial crime, risk, and compliance solutions, including AML, fraud detection, and trading surveillance. LexisNexis Risk Solutions: Provides data-driven AML and compliance solutions to help financial institutions identify and manage risk effectively. Fair Isaac Corporation (FICO): Known for analytics and AI-driven solutions, FICO delivers AML tools for fraud detection and regulatory compliance. Oracle Corporation: Offers integrated AML platforms and risk management software for financial institutions and regulatory compliance. Conclusion The Anti-Money Laundering Solutions Market is set for growth through 2030, with success depending on vendors delivering scalable, cost-effective solutions while maximizing Anti-Money Laundering Solutions Market share. Monitoring Anti-Money Laundering Solutions Market trends and deployment shifts helps organizations and stakeholders leverage opportunities and make informed strategic decisions effectively. For more insights on Anti-Money Laundering Solutions Market, please visit the Mordor Intelligence Page: https://www.mordorintelligence.com/industry-reports/anti-money-laundering-solutions-market?utm_source=marketersmedia Industry Related Reports: Middle East Crime and Combat Market The Middle East Crime and Combat Market is projected to grow at a CAGR of 13.59% during the forecast period, driven by increasing investments in law enforcement technologies and rising demand for advanced surveillance systems. Growing concerns over public safety and government initiatives to strengthen crime prevention are also supporting market expansion. Get more insights: https://www.mordorintelligence.com/industry-reports/middle-east-crime-and-combat-market?utm_source=marketersmedia Transaction Monitoring Market The Transaction Monitoring Market is valued at USD 19.98 billion in 2025 and is projected to reach USD 41.99 billion by 2030, growing at a 16.02% CAGR. The market expansion is fueled by increasing regulatory compliance requirements and the rising adoption of real-time transaction monitoring solutions to detect and prevent financial fraud effectively. Get more insights: https://www.mordorintelligence.com/industry-reports/transaction-monitoring-market?utm_source=marketersmedia KYC Market The KYC Market is valued at USD 6.73 billion in 2025 and is expected to reach USD 14.39 billion by 2030, growing at a 16.42% CAGR. Market growth is driven by stricter regulatory compliance requirements and the increasing adoption of digital identity verification solutions to enhance customer onboarding and reduce financial crime risk. Get more insights: https://www.mordorintelligence.com/industry-reports/kyc-market?utm_source=marketersmedia
- November 4, 2025Technology
Dallas-Fort Worth MSP Titans of the Industry Recognizes Justice IT Consulting as 2025 Awards Finalist
Dallas-Ft.Worth TX – Justice IT Consulting has been named a finalist in the 2025 MSP Titans of the Industry Awards, a prestigious recognition celebrating excellence and leadership in the Managed Service Provider Industry. This honor places Justice IT Consulting among a select group of top-performing MSPs who are redefining what it means to be a trusted technology partner. This nomination celebrates the work they do every day — solving tough problems, building client trust, and helping businesses stay productive, protected, and prepared for what’s next amid the increasingly difficult and ever-changing technology landscape. “Being named a finalist for the Titan Awards is not only an incredible honor but a reflection of the hard work and integrity of our entire team at Justice IT Consulting,” said Austin Justice, Vice President of Justice IT Consulting. The MSP Titans of the Industry Awards highlights those MSPs who lead with innovation, client success, and forward-thinking service models. Finalists are selected through a competitive review process, examining everything from business growth and client outcomes to innovation, and overall impact in the MSP community and the clients they serve. “Even being nominated speaks volumes about the dedication, integrity, and impact of the work we do every day”, Justice added. “This recognition reaffirms that our commitment to excellence to our clients, our craft, and our community - truly makes a difference.” For more information about Justice IT Consulting visit www.JusticeITC.com About Justice IT Consulting Started in 2003, Justice IT Consulting is a complete technology solution provider. We are 100% committed to making sure business owners have the most reliable and professional IT service in Texas. Our team of talented IT professionals can solve your IT nightmares once and for all. Our Purpose We protect our clients and their revenue by solving complex problems and tailoring solutions to their unique business. Core Values Secure Without Compromise Earn Trust Every Day Lead with Optimism Deliver Excellent Craftsmanship Cultivate Personal Growth Foster Wow Moments About Austin Justice Austin Justice is a dynamic IT professional whose passion for technology began in high school, where he started freelancing and quickly earned five IT certifications before graduation. His early achievements include competing at the national level for Cisco Networking and being one of just six youth in the nation to become a certified Panduit fiber and copper technician. Throughout his IT career, Austin has gained extensive experience, from pulling cable and providing help desk support to designing network infrastructures and consulting with companies during and after cyber breaches. His certifications encompass a wide range of expertise, including Cisco, SonicWALL, networking, hardware, and fiber and copper technologies. Beyond his tech-savvy pursuits, Austin shares a deep-rooted passion for cattle and ranching with his family. They raise Santa Gertrudis cattle, known for their exceptional qualities and genetics, and take pride in breeding animals that are highly sought after by other breeders. Media Contact: Stacey Flores 817-803-4603 [email protected] www.JusticeITC.com
- November 3, 2025Technology
Muhammad Rasheed Appointed as Judge for 2025 Global Recognition Awards
Muhammad Rasheed , a Full Stack Engineer with over five years of specialized experience in web application development and cybersecurity-focused education technology, has been appointed as a judge for the 2025 Global Recognition Awards . The appointment recognizes Rasheed's comprehensive technical expertise, proven track record in delivering practical solutions, and his commitment to advancing industry standards through mentorship and quality-driven development practices. Photo Courtesy of Muhammad Rasheed Rasheed's appointment reflects the Global Recognition Awards' commitment to engaging professionals who demonstrate strong competency across multiple domains of software engineering. His extensive experience spanning frontend architecture, backend systems, cloud infrastructure, and DevOps methodologies positions him to evaluate emerging talent and innovation within the technology sector. The selection process identified Rasheed's combination of technical depth, leadership capabilities, and educational impact as qualities essential for assessing excellence in the field. Comprehensive Technical Mastery Across Modern Technologies Rasheed brings to his judicial role a breadth of technical knowledge that spans the entire software development ecosystem. His frontend expertise includes advanced proficiency in React.js, TypeScript, Next.js, Redux, and modern UI frameworks such as Material UI and Tailwind CSS. His backend capabilities include Node.js, Express.js, PostgreSQL, MongoDB, RESTful API design, microservices architecture, and WebSockets implementation. This full-stack perspective enables him to assess projects holistically, understanding how different technological components integrate to create effective solutions. Beyond core development skills, Rasheed has demonstrated expertise in cloud infrastructure management through AWS services, including Amplify, S3, and Lambda. His implementation of CI/CD pipelines using GitHub Actions, Jenkins, Ansible, and Docker showcases his understanding of modern deployment practices. His commitment to quality is evident in his proficiency with testing frameworks, including Jest and React Testing Library.yik809oHis application of Test-Driven Development and Behavior-Driven Development methodologies ensures that he can evaluate not just what technologies are used, but how effectively they are implemented. Proven Leadership And Measurable Results Throughout his career, Rasheed has consistently demonstrated the ability to deliver measurable improvements in software quality, scalability, and organizational efficiency. At Bank of America, he led the architecture and end-to-end development of a greenfield project, leveraging React, TypeScript, Redux, and Material UI to create a robust, user-focused platform. His design and implementation of reusable API services with secure, token-based authorization and automatic refresh mechanisms improved performance and maintainability across teams. By collaborating closely with backend engineers to optimize data handling, Rasheed achieved a 20% improvement in API performance and introduced coding standards that reduced potential errors by 20%, demonstrating strong technical leadership and commitment to engineering excellence. "Excellence in software engineering requires more than technical proficiency—it demands a commitment to continuous improvement, collaboration, and knowledge sharing," Rasheed stated regarding his appointment. "Throughout my career, I've focused on building solutions that are functional, maintainable, and scalable. As a judge, I'll evaluate candidates based on their technical execution, innovation, and their contribution to advancing our industry. The ability to mentor others and elevate team performance is just as important as individual technical achievement." Final Words Alex Sterling from the Global Recognition Awards commented on the appointment, saying, "Muhammad Rasheed embodies the qualities we seek in our judging panel. His technical expertise across the full development stack, combined with his proven ability to architect complex systems and mentor junior developers, makes him well-qualified to evaluate excellence in web development and cybersecurity education technology. His work has consistently demonstrated measurable impact—from improving API performance to significantly increasing test coverage to leading greenfield projects. These accomplishments reflect the standard of innovation and quality we celebrate through our awards program." Rasheed's educational background includes a Master's degree in Software Development from De Montfort University, achieved with distinction. His professional experience spans organizations such as TryHackMe, Bank of America, Cloudtek, and Geekinate, where he has led the development of transport management systems, social media campaign platforms, and educational technology solutions. His technical mentorship has guided junior developers in adopting best practices, ensuring code quality, and executing projects efficiently. His experience with Agile and Scrum methodologies, combined with his proficiency in collaboration tools such as Jira, Git, and GitLab, demonstrates his understanding of modern software development workflows that he will evaluate as a judge. About Global Recognition Awards Global Recognition Awards is an international organization that recognizes exceptional companies and individuals who have significantly contributed to their industry.
- November 3, 2025Technology
PowerDMARC Earns AWS Qualified Software Status
PowerDMARC , a leading provider of email authentication and domain security solutions, has achieved the prestigious Amazon Web Services (AWS) Technology Partner status and successfully completed the AWS Foundational Technical Review (FTR) program, earning the distinction of AWS Qualified Software. This milestone recognizes PowerDMARC’s commitment to maintaining the highest standards of security, reliability, and operational excellence in its cloud-based DMARC management platform. The AWS Partner Network (APN) brings together some of the world’s most innovative companies that leverage AWS technologies to deliver customer-focused solutions and drive digital transformation globally. “Achieving the AWS Qualified Software distinction underscores our dedication to delivering secure, scalable, and highly available domain security solutions,” said Maitham Al Lawati, CEO of PowerDMARC . “AWS’s robust cloud infrastructure has been instrumental in enabling us to innovate faster, enhance reliability, and simplify email authentication management for organizations worldwide.” Recognition Backed by AWS Validation The AWS Partner Network (APN) includes some of the most innovative companies globally that leverage AWS technologies to deliver secure and scalable solutions. Gaining the Qualified Software distinction reinforces PowerDMARC’s position as a trusted technology partner, recognized for meeting AWS’s strict quality and performance criteria. Earning this distinction required PowerDMARC to undergo a thorough Foundational Technical Review (FTR) conducted by AWS solution architects. The review evaluated PowerDMARC’s platform architecture, data protection mechanisms, and operational excellence, confirming that the company adheres to AWS’s highest standards for: Security: Protecting data confidentiality, integrity, and availability. Performance: Ensuring consistent service delivery with minimal latency. Reliability: Maintaining uptime and resilience under high-demand conditions. To secure your domain and protect your emails with PowerDMARC’s AWS-validated platform, you can book a demo with one of their in-house expert.
- November 3, 2025Technology
Jun Ye Advances Neural Interface Technology Through Brain–Computer Systems and Generative AI
Neural interface technology continues to face challenges in signal acquisition accuracy and real-time decoding as brain–computer interfaces (BCIs) become increasingly vital for patients with motor impairments. Traditional non-invasive systems struggle with weak signals, susceptibility to interference, and complex decoding pipelines. Recent work in the International Journal of Big Data Intelligent Technology introduces a comprehensive framework that integrates advanced preprocessing with deep learning architectures to improve EEG interpretation and assistive communication. The analytical foundation addresses core limitations via a segmentation–recombination preprocessing method that reduces a 31-class character task to an optimized 5-class problem. By analyzing temporal complexity and reassembling similar segments using Spearman correlation, the framework expands dataset utility while enhancing feature extraction. Subject attention is monitored through TGAM-chip integration, collecting EEG only when attention exceeds 60%, thereby maintaining high-quality data throughout extended sessions. The recognition architecture leverages an MLSTM network—combining mapping modules with LSTM structures—for direct EEG-to-text conversion. To mitigate gradient explosion and vanishing common in traditional RNNs, the model employs forget, input, and output gates for long-term memory control. L2 regularization helps prevent overfitting and supports generalization across subjects. Experimental results show 96.87% accuracy at 128 hidden units, outperforming baseline implementations including LSTM (91.57%), RNN (90.08%), GRU (88.36%), CNN (84.89%), and SVM (78.58%). Practical implementations span assistive technology and education. The handwritten-text BCI enables individuals with stroke, spinal cord injury, or amyotrophic lateral sclerosis to communicate via imagined handwriting captured by 24-electrode caps, processed in real time under attention monitoring. Analysis across 50 participants indicates highest accuracy among those aged 20–25, with male participants achieving marginally higher averages across demographics, supporting applicability across diverse user populations. Contributing to this research is Jun Ye, whose background bridges research and industry. He holds an M.S. in Electrical and Computer Engineering from Carnegie Mellon University. From 2019 to 2025, his work at Meta focused on production-grade sEMG decoding for neural wristband control, achieving >90% population coverage. His technical contributions include distributed training and benchmarking pipelines for multi-terabyte datasets, continuous data-quality assurance computer vision based pipeline recovering ~5% otherwise unusable data, deep autoencoder spike sorting architectures improving decoding accuracy by ~20%, and sub-minute onboarding web platform replacing much lengthier per-session setup procedures. Building on his neural-interface experience, Jun Ye has extended his innovations into education with generative AI. His Sound Pages application earned second place at the OpenMobile AI Hackathon, demonstrating the translation of advanced ML into socially beneficial products. The mobile app converts children’s prompts into fully illustrated, narrated storybooks within minutes via a multi-agent pipeline (planner, writer, illustrator, audio director), with age-appropriate guardrails, automatic mobile pagination, and consistent character synthesis. Interactive features—tap-to-highlight read-along, vocabulary callouts, and optional comprehension prompts—encourage parent–child engagement. Collectively, this body of work represents significant contributions across assistive technology and educational innovation. By combining attention-supervision paradigms with advanced neural architectures for BCIs and deploying accessible generative-AI applications, these efforts establish new benchmarks for neural-interface reliability and demonstrate broader impact in healthcare rehabilitation and early childhood literacy within an increasingly interconnected technological ecosystem.
- November 3, 2025Technology
Humaans Unveils Athena: The Agentic AI Platform Redefining How Companies Get Work Done
Humaans, the company behind one of the most loved and design-forward HR systems on the market, announced today the launch of Athena , a new AI platform built to transform how HR functions and organizations operate. Athena introduces a new category of enterprise software: Agentic AI for HR and Operations - a foundational step toward fully AI-native organizations. For the past two decades, enterprise software has been static. Systems dictated rigid processes, and companies reshaped themselves to fit the vendor’s mould; but the world has changed. In just five years, organizations have had to reinvent themselves for remote work, hyper-growth, layoffs, efficiency mandates, and now, AI-driven automation. The rate of change has outpaced the rigidity of legacy systems. Athena represents the new cycle of enterprise software - one that is fluid, adaptive, and orchestrated through intelligent agents that assist employees at scale and act on data, not just storing it. Built on Humaans’ best-in-class HR foundation and designed to work seamlessly with any HRIS and other systems, Athena turns data into action. It uses agentic AI to autonomously run routine processes, handle repetitive tasks, surface actionable insights, and amplify the impact of every HR, Finance, Ops, and IT team. “We’re entering a new product era,” said Giovanni Luperti , CEO and Co-Founder of Humaans. “The last generation of SaaS software was prescriptive - it told you how to work. The next generation will be open-ended and adaptive, built around how your organization actually operates. Humaans Athena is designed for AI-native enterprises that need flexibility, speed, and intelligence in every process.” With Athena, Humaans is giving companies a scalable extension of their workforce; a layer of intelligent automation that saves thousands of hours and operates at a fraction of the human cost. By eradicating manual work, Athena helps organizations meet today’s efficiency mandates and reallocate time toward strategy, creativity, and growth, the true drivers of performance in the AI era. The New AI Infrastructure for the progressive companies At its core, Humaans now combines two foundational layers for the AI-native enterprise: The Data Layer : a dynamic system of record and intelligence, capturing and consolidating people information across HR, Finance, IT, and Operations. The Orchestration Layer : an agentic AI layer that automates, coordinates, and scales workflows across the workforce by answering, assigning and acting on employees’ behalf. This dual architecture allows Humaans to act as both the brain and the nervous system of today’s organizations, enabling seamless automation across onboarding, performance management, approvals, contract management, compliance, and more. From Static Workflows to Intelligent Routing & Case Resolution Early use cases demonstrate how Athena reshapes day-to-day operations: Intelligent Onboarding: Athena autonomously creates and sequences onboarding workflows, loops in managers, and schedules the right events, adapting to each team’s structure, location, and needs. Data Intelligence: By connecting different systems, Athena can surface trends, identify risk areas, and collect additional intel to help take actions. Workflow Automation: HR and Ops teams can describe what they need in natural language: “Set up an offboarding workflow for departing engineers in EMEA”. Athena builds and deploys the process instantly. Helpdesk Agent: Athena acts as a conversational teammate that answers people-related questions, triggers workflows, and provides context in real time. Always on and available 24/7, it resolves up to 70% of queries autonomously and helps teams handle the rest faster and more efficiently. “HR, Finance, Ops, and IT are full of inefficiencies,” said Luperti. “AI agents can unlock massive productivity and fundamentally reshape how these teams operate. Athena starts by capturing ownership of workflows legacy systems can’t support, and progressively transforms how the enterprise functions.” A New Category: Agentic AI for HR Athena marks the beginning of a new software category; one that bridges the gap between traditional systems of record and the new wave of agentic automation. Unlike legacy HR platforms, Athena doesn’t store data, it acts on it. It understands context, adapts to change, and orchestrates work across systems. All driven by a natural language user experience. “Incumbents can’t adapt to this new cycle,” added Luperti. “Their architectures are old, their release cycles slow, and they weren’t built for a world that reorganizes itself every six months. Athena is designed for the organizations building the future, the ones who see AI as an extension of their workforce, not a bolt-on.” Availability Athena is currently available in private access with select Enterprise customers. Humaans plans to expand access this Fall as part of its broader vision to build the AI-native workplace stack , redefining how companies manage, automate, and scale their people operations in the age of intelligent software. About Humaans Humaans is building the next generation of HR infrastructure: flexible, powerful, data-driven, and beautifully designed. Trusted by some of the world’s most forward-thinking Mid-Market companies, including Lovable, Poolside, and Quantexa, Humaans helps organizations automate processes, connect systems, and drive performance. Headquartered in London, Humaans is backed by leading investors including Y Combinator, Lachy Groom, Moonfire, Frontline, and Exor, and is now pioneering the future of agentic AI for Enterprises with Athena.
- November 3, 2025Technology
Beyond Accuracy: Measuring What Matters in Autonomous AI Agents
Shailja Gupta , a distinguished product leader operationalizing Responsible AI across large-scale enterprise products, outlines her measurement framework for agentic AI—systems that autonomously perceive, reason, and act using available tools—ensuring these systems create real value while operating safely and efficiently. With a Master's degree in Product Management from Carnegie Mellon University and a Bachelor's in Information Technology, she has earned dual recognition as the Most Admired Product Leader in Amplitude's Product 50 Awards (2025) and as a 2025 Product Leader Award Winner by Products That Count . Her expertise lies in transforming cutting-edge research —including bias reduction in large language models and retrieval-augmented generation—into reliable, transparent AI solutions. She has been instrumental in developing conversational analytics and intelligent reporting agents that transform traditional, static dashboards into intuitive, natural-language interfaces, thereby accelerating equitable and informed decision-making processes. Photo Courtesy of Shailja Gupta Why Agentic AI Demands Different Metrics Agentic AI systems fundamentally differ from traditional AI models that deliver single predictions. Unlike static models, agents combine an LLM decision-making core, an orchestration layer managing cyclical reasoning, and a toolkit connecting internal intelligence to external actions through APIs, databases, and real-time data sources. Each decision point introduces risk—tool selection errors, orchestration breakdowns, and reasoning missteps can cascade into compound failures. Traditional accuracy metrics tell you if an agent can make good decisions in isolation, but not whether it executes the right sequence of decisions in real-world workflows. Consider a customer service agent that achieves 95% answer accuracy but takes inefficient paths, makes redundant API calls, or fails to escalate appropriately. Organizations need measurement strategies that evaluate not just outcomes, but the entire decision trajectory—how agents perceive, reason, select tools, and iterate toward goals. "In her work deploying conversational analytics systems, Gupta has learned that model performance and business performance are not the same thing," she explains. "An agent can have stellar benchmarks yet fail when users actually need it. The disconnect happens when we measure the wrong things—technical capability instead of business value." A Four-Layered Framework for Production-Ready Agents Start with business impact as your north star metric. Define clear connections between agent activities and organizational KPIs: revenue contribution through increased conversions or customer lifetime value, operational efficiency via reduced handling time or support costs, and user experience improvements measured through satisfaction scores and task completion rates. A hospital's clinical documentation agent shouldn't be measured on "notes generated" but on "physician time saved per encounter" and "reduction in coding errors causing claim denials." Layer two tracks agent-specific performance indicators that reveal operational health. Monitor goal fulfillment rate—the percentage of user intents completely satisfied—alongside response latency, execution reliability, and cost per interaction. Tool selection accuracy reveals how often the agent chooses appropriate tools for given tasks. For example, a retail pricing agent that dynamically adjusts thousands of SKUs should be evaluated on pricing accuracy, speed adapting to competitor changes, and appropriate escalation of margin-threatening scenarios to human review. Layer three introduces trajectory analysis, one of agentic AI's most powerful innovations. Evaluate whether the agent followed the optimal action sequence, executed essential steps in the necessary order, and utilized all required tools appropriately. A mortgage underwriting agent must verify employment and income stability before assessing debt-to-income ratios and then evaluating collateral value. Sequence metrics immediately reveal whether the agent respects this critical risk-assessment ordering, essential for compliance and audit trails, even when final decisions happen to be correct. "What Gupta has observed across enterprise deployments is that trajectory visibility separates successful implementations from failed ones," she notes. "When teams can see the decision pathway—not just the final answer—they identify optimization opportunities and catch problems before they compound." Guarding Against Risks and Ensuring Safety Agent autonomy introduces vulnerabilities that demand protective boundaries as rigorous as performance metrics. Quality safeguards should track grounding failures where agents generate unsupported assertions, monitor tool misapplication through incorrect function calls, and detect context drift when agents lose conversation state or user intent. These safety dimensions are critical for building trust and ensuring reliability in production environments. Resource protection requires alerting on cost runaway through excessive API consumption and identifying inefficient loops characterized by circular reasoning patterns or repeated failed actions. Safety monitoring must flag unauthorized actions when agents attempt to exceed defined operational boundaries and track differential performance for outcome disparities across user demographics. A customer service agent handling subscription cancellations should be measured not only on retention success but also on whether it inappropriately delays cancellation flows, creates confusing navigation that discourages legitimate requests, or exhibits different behavior patterns for premium versus basic tier customers. Organizations must instrument these protective measures from the start to prevent compound failures. As agents gain more autonomy, the measurement of safety boundaries becomes equally important as measuring task performance. Industry research shows that teams tracking both trajectory quality and safety metrics identify failure patterns 40% faster than those monitoring only final outputs. The Human Judgment Imperative Despite advances in automated evaluation, human assessment remains vital for complete and nuanced agent evaluation. Domain specialists must judge subjective qualities like creativity, contextual awareness, appropriateness, and empathy—areas where automated scoring consistently lags behind human perception. Expert assessment provides qualitative insight that serves as a necessary check on quantitative data, catching edge cases and nuanced failures that metrics alone miss. Continuous human feedback closes measurement gaps and ensures AI solutions remain robust, transparent, and aligned to organizational needs as both technology and benchmarks evolve. This human-in-the-loop process validates automated evaluation systems and refines them over time through calibration. Real-user testing gathers authentic feedback on usability and practical effectiveness, while comparative benchmarking evaluates agents against alternatives or previous iterations to track improvement. "Throughout her career implementing responsible AI frameworks, Gupta has seen that automation and human judgment aren't competing approaches—they're complementary," she emphasizes. "Automated metrics give you scale and consistency, but humans catch the subtle failures that determine whether users actually trust and adopt the system." Organizations that master this integrated measurement framework—combining business metrics, operational indicators, trajectory analysis, safety boundaries, and human validation—will distinguish production-ready agents that drive measurable business results from technically impressive prototypes that fail in the real world. The evolution from static AI models to autonomous agents demands parallel evolution in how we measure, monitor, and optimize these systems for sustainable value creation. About Global Recognition Awards Global Recognition Awards is an international organization that recognizes exceptional companies and individuals who have significantly contributed to their industry.
- November 3, 2025Technology
Akii Launches the World’s First Free AI Visibility Score
Akii, an AI Search Intelligence Platform that helps businesses get cited and recommended by leading AI systems, is thrilled to announce the launch of its flagship tool, the AI Visibility Score . The first-of-its-kind free AI visibility tool provides small businesses, agencies, and brands with instant insight into their AI discoverability in the increasingly AI-first search era. As AI continues to transform product and service discovery, ChatGPT brand ranking and Google AI overview ranking are leading today’s search landscape, making AI Engine Optimization (AEO) the new SEO. Businesses now seek to understand, track, and optimize their visibility in AI. Akii positions itself at the forefront of AEO. Founded by Josef Holm, a distinguished internet entrepreneur and award-winning venture capitalist with over 25 years in the tech industry, Akii represents a breakthrough in AI search intelligence. The newly launched AI visibility monitor provides free, no-sign-up analysis to help brands succeed in AI search optimization. Akii’s AI Visibility Score shows how AI models, including ChatGPT (GPT-5), Google Gemini 2.5 Pro, Anthropic Claude Sonnet 4.5, DeepSeek v3.1, Meta Llama 4, xAI Grok 4, and Perplexity Sonar Pro, understand, describe, and rank brands across the new AI-driven search landscape. As the world’s first free AI Visibility Score, Akii is revolutionizing brand intelligence and AI visibility for the AI-first internet. Akii AI Visibility Score scans AI models to see how brands rank across brand recognition, brand understanding, content coverage, and brand sentiment. Moreover, Akii is fast and easy to use. Users simply need to select the AI model they want to scan, enter their brand domain, and get results on their visibility in two minutes. The AI SEO tool provides a comprehensive report that shows brands their overall visibility score and a detailed analysis of their strengths, opportunities, and weaknesses across four key areas. According to Holm, Akii is designed to help businesses enhance their visibility and discoverability by analyzing how brands rank and how competitors attract customers using AI-driven scoring, industry benchmarks, and actionable insights. “It is becoming harder to talk about SEO without factoring AI traffic,” he said. “Our mission with Akii is to make sure no business gets left behind as AI changes how people discover products and services. Our AI Visibility Score is fast, free, and built to show businesses what the world’s smartest systems really think about their brand.” Since launching, Akii has gained traction with small businesses, agencies, and brands for its freemium plan. Beyond the free AI Visibility Score, which guarantees users 100 monthly AI credits, Akii also offers a premium plan starting at $99 per month or $950 for the whole year. The premium subscription gives brands full access to the model and advanced monitoring capabilities. Already, over 5000 businesses are using Akii to prepare for the AI-first future. About Akii : Akii is a Delaware-based AI search intelligence platform that shows marketers and business owners how AI models, such as ChatGPT and Google Gemini, perceive and rank their businesses. The AI visibility and optimization platform is designed to help businesses improve their discoverability on AI-driven search platforms. For more information or to use the free AI Visibility Score, visit https://akii.com/ .
- November 3, 2025Technology
Odyssey Math Tuition Launches Standalone Math Tuition E-Learning Courses to Enhance Math Learning Accessibility
Odyssey Math Tuition , a math tuition agency in Singapore, today announced the launch of its standalone e-learning courses, which became available in September 2025. This initiative introduces unlimited 24/7 access to a comprehensive suite of online resources, including video lessons, practice worksheets, quizzes, and progress tracking tools (to be launched in stages), all based on the organization's proprietary math curriculum. The rollout aims to address the need for flexible math tuition options that allow students to learn at their own pace, complementing traditional classroom settings at the tuition center. As a math tuition agency providing educational services in the math tuition Singapore industry, Odyssey Math Tuition has developed these standalone courses to extend its offerings beyond physical locations. The e-learning platform enables students from primary to junior college levels to access math tuition materials anytime and anywhere, using devices such as laptops, tablets, or smartphones. This development responds to observations from educators regarding the challenges of fixed schedules, facilitating integration of math tuition into students' routines while maintaining instructional quality. The standalone courses are structured around Odyssey Math Tuition's proprietary curriculum, which aligns with the Ministry of Education (MOE) syllabus. Topics include foundational concepts for primary math tuition, such as model drawing and word problems, as well as areas in secondary math tuition like algebra, geometry, and trigonometry. For junior college math tuition, the platform covers calculus, functions, and statistics, providing worked examples and practice to support preparation for PSLE, O-Level, and A-Level assessments. These courses feature step-by-step explanations and real-life applications to aid understanding. The e-learning system integrates with Odyssey Math Tuition's tuition center operations. Students in on-site classes at the tuition center can use the platform for reinforcement, revisiting lessons or practicing quizzes to consolidate concepts from group sessions. This approach offers a transition between in-person and digital formats. For those considering options, the standalone courses serve as an introduction to the tuition center's methodology. From over a decade of experience in math education, Mr. Justin Tan, Principal Math Tutor and Founder of Odyssey Math Tuition, has noted that students have varied learning preferences. Some benefit from lecture-style math tuition, absorbing information through structured presentations and independent review. Others succeed in group settings at a tuition center, gaining from peer interactions and collaborative problem-solving. Some require one-on-one math tuition sessions with personalized coaching to address specific needs. Mr. Tan indicates that the e-learning system supports students who prefer self-directed learning, similar to a lecture style, enabling them to pause, rewind, and repeat content without classroom constraints. The system includes features such as adjustable video playback speeds, detailed solutions to practice problems, and automated progress reports that track topic mastery. For example, a student addressing secondary math tuition concepts like coordinate geometry can replay videos, complete quizzes, and receive feedback to identify improvement areas. Early usage data from pilot phases indicates potential for increased confidence in handling problems independently. Examples of student outcomes include a secondary student preparing for O-Level examinations who used the e-learning courses alongside tuition center classes, achieving a two-grade improvement in math scores over a semester. Another junior college learner applied the platform's calculus modules to clarify theories through visual aids and practice sets, resulting in improved performance in A-Level mock assessments. These instances illustrate Odyssey Math Tuition's focus as a math tuition agency on supporting academic progress through combined methods. Mr. Justin Tan stated: "The launch of our standalone e-learning courses provides additional resources for math tuition. As a math tuition agency, we incorporate technology to support education, ensuring students can access materials suited to their needs. This platform complements tuition center offerings and allows learners to manage their studies, contributing to educational outcomes." Founded in 2013, Odyssey Math Tuition provides math education services. Mr. Tan's background, including a double major in Mathematics and Economics from the National University of Singapore (NUS) with Distinction, informs the organization's approach. The proprietary curriculum, updated annually based on feedback, includes interactive elements. For primary math tuition, it covers core skills like fractions and problem-solving. In secondary math tuition, it handles E-Math and A-Math with practice, while junior college math tuition addresses H1 and H2 syllabi. The 24/7 e-learning system offers unlimited access with no additional fees beyond enrollment. Students receive full-year subscriptions, permitting repeated reviews of topics from primary math tuition basics to junior college math tuition advanced integration. The system connects with tuition center on-site support, allowing clarification from tutors during physical sessions. Parents can access online progress dashboards to monitor advancement and coordinate with the math tuition agency. The tuition center's tutor team supports the e-learning launch, providing consistency across platforms. Odyssey Math Tuition's staffing process selects educators capable of bridging online and in-person formats. Future plans include expansions to the e-learning offerings with adaptive learning paths. The AI component of the e-learning system is currently in alpha stage. These developments aim to assist students in secondary 1 math tuition during transitions to advanced topics. Odyssey Math Tuition maintains affordability for standalone courses to suit various backgrounds. Individuals seeking the standalone e-learning courses can enroll for full-year access plans via the website at https://odysseymathtuition.com/. Trial modules are available for preview. This launch contributes to Odyssey Math Tuition's position in Singapore's educational sector, where supplementary math tuition aids academic performance. The standalone courses address learning barriers like time constraints, supporting digital integration in education. The standalone e-learning courses represent an addition to Odyssey Math Tuition's services. With ongoing interest in flexible math tuition, the organization continues to provide tools for student development. For details, contact the math tuition agency. Odyssey Math Tuition is a leading tuition agency in Singapore specializing in mathematics education for students from primary school through secondary and junior college levels. Founded in 2013 by Mr. Justin Tan, a distinguished tutor with over 13 years of experience and a double major in Mathematics and Economics from the National University of Singapore (NUS) with Distinction, the agency offers small group classes, online and hybrid learning options, and personalized support aligned with the Ministry of Education (MOE) syllabus. Services include Secondary Math (E-Math and A-Math) and Junior College Math (H1 and H2), covering key topics such as algebra, geometry, trigonometry, calculus, and statistics to prepare students for PSLE, O-Level, and A-Level examinations. The proprietary Math Curriculum, designed by Mr. Justin Tan, complements the MOE syllabus with student-centered explanations, real-life examples, video lessons, quizzes, practice papers, mock tests, and annual updates based on feedback to foster deep understanding and confidence. Odyssey Math Tuition's 24/7 E-Learning System provides unlimited, self-paced access for Secondary 1-4 and Junior College 1-2 students, featuring step-by-step video explanations, adjustable playback speeds, practice worksheets with solutions, quizzes, progress reports, and anytime topic reviews. It integrates seamlessly with on-site support and is included with tuition for 12 months at no extra cost. Key features include small class sizes for individualized attention, flexible anytime/anywhere learning, emphasis on practice and repetition, and holistic development of resilience and joy in math. Recent enhancements include parent access to online progress tracking starting July 2025 and new interactive e-learning courses launched in September 2025.
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