Category: Technology

  • Leomhann Enterprises Prepares for 2026 Graduate Hiring Surge

    Leomhann Enterprises is hiring college grads for entry-level roles in sales and marketing as part of its 2026 growth strategy.

    CLEVELAND, OH, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Leomhann Enterprises, a Cleveland-based consulting and sales firm, is preparing for an upcoming graduate hiring initiative as part of its broader growth strategy for 2026. With expansion plans continuing throughout the year, the company is focusing on recruiting motivated college graduates interested in building careers in sales, marketing, and leadership development.

    The graduate hiring effort reflects Leomhann Enterprises’ ongoing commitment to developing professionals from the ground up. As the company continues strengthening its operations and preparing for growth in new markets, attracting emerging talent remains an important part of its long-term strategy. By beginning recruitment early in the year, Leomhann Enterprises aims to connect with individuals actively exploring entry-level opportunities as they transition from college into the workforce.

    Spring and early summer traditionally mark a key period for college graduates beginning their professional careers. Many start their job search during their final semester or shortly after graduation. Recognizing this timeline, Leomhann Enterprises is increasing its hiring focus during this period to ensure candidates have access to career opportunities within the organization as they actively explore their options.

    Careers at Leomhann Enterprises are designed to provide structure and development for individuals starting their professional journey. Entry-level team members gain exposure to core business fundamentals while developing practical skills through hands-on experience. Daily responsibilities emphasize communication, relationship building, and professional discipline, allowing individuals to build confidence while learning the expectations of a performance-driven environment.

    A central part of the company’s development model is its promote-from-within philosophy. Many leaders across the organization began in entry-level roles and advanced by consistently developing their skills and demonstrating leadership ability. This structure provides clear visibility into how career progression works within the organization while encouraging team members to take ownership of their professional development.

    The Cleveland office continues to serve as the headquarters for Leomhann Enterprises’ hiring and development efforts. Maintaining a strong presence in the region allows the company to support new hires through mentorship and structured training. This approach ensures that individuals entering the organization are surrounded by experienced professionals who can help them build the habits and skills needed for long-term success.

    Candidates interested in Leomhann Enterprises careers in 2026 can expect a structured interview process designed to help both the company and the candidate determine the right fit. The process typically includes an initial conversation focused on communication style, professional goals, and interest in a performance-driven environment. Qualified candidates may then move forward to additional discussions that provide a deeper look into the company’s operations and expectations for entry-level roles.

    Throughout the interview process, applicants will learn more about the day-to-day responsibilities at Leomhann Enterprises, as well as the training and mentorship available to new team members. The company is currently reviewing applications for entry-level marketing and consulting roles, offering opportunities for individuals interested in gaining experience in business development, client communication, and leadership development.

    As Leomhann Enterprises continues preparing for future growth, investing in young professionals remains a key priority. By welcoming new graduates into a development-focused environment, the organization continues building a team prepared to support long-term expansion while creating meaningful career opportunities for the next generation of leaders.

    About Leomhann Enterprises
    Leomhann Enterprises is a consulting and sales firm headquartered in Cleveland, Ohio, founded in 2016. The company specializes in business consulting, direct marketing, leadership development, and brand management, serving clients across Northeast Ohio. With a mission to develop self-motivated professionals and deliver exceptional results for clients, Leomhann Enterprises emphasizes hands-on training, mentorship, and performance-based advancement. The firm is committed to creating lasting partnerships with businesses while providing clear career paths for its growing team.

    Jeffrey Crawford
    Leomhann Enterprises
    +1 216-356-6989
    hr@leomhannenterprises.com
    Visit us on social media:
    LinkedIn
    Instagram
    Facebook
    YouTube
    TikTok
    X
    Other

    Get To Know Leomhann Enterprises

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Catastrophe AI™ Launches Smart AI-Guided Platform to Help Insurers Prepare for the Next Earthquake

    Smart inspection workflows and real-time documentation help carriers respond faster, scale large-loss claims, and improve catastrophe readiness

    Preparation is critical in catastrophe response. By starting with earthquake, carriers get a proven, structured framework for large-loss claims. The app can handle all additional catastrophe perils.”
    — Stacy Butler, Executive Vice President

    TAMPA, FL, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Catastrophe AI, LLC™ today announced the launch of Catastrophe AI™, a smart, AI-guided catastrophe claims platform with a field-ready app designed to help insurers prepare for the next earthquake. According to U.S. Geological Survey (USGS) and FEMA data, earthquakes cost the nation an estimated $14.7 billion annually in building damage and associated losses, highlighting the urgent need for carriers to adopt structured, AI-guided inspection workflows that improve efficiency, documentation, and overall catastrophe readiness.

    The platform enhances earthquake and large-loss catastrophe claims inspections by guiding adjusters through structured, room-by-room workflows, capturing real-time documentation, and embedding best practices and compliance safeguards.

    “Earthquake claims are among the most technically complex and high-stakes perils in the insurance industry,” said Stacy Butler, Executive Vice President and catastrophe claims expert. “With more than 20 years overseeing catastrophe claims operations and adjuster training, I’ve seen firsthand how structured workflows improve efficiency and defensibility. Catastrophe AI ensures carriers are ready before the next earthquake strikes, giving adjusters the tools to respond quickly, consistently, and defensibly.”

    Key Capabilities | “Are You Ready?”
    • AI-guided inspection workflows for consistent earthquake and catastrophe claims management
    • Room-by-room guidance to ensure all relevant observations are captured
    • Automated photo capture and labeling to accelerate field inspections
    • Embedded compliance and best-practice safeguards for defensible claims
    • Seamless integration with carrier claims and reporting systems
    • Offline-ready functionality ensures operational continuity during disasters

    “Preparation is critical in catastrophe response,” Butler added. “By starting with earthquake, carriers get a proven, structured framework for large-loss claims. The app can handle all additional catastrophe perils.”

    By embedding expert guidance into structured workflows, Catastrophe AI elevates first-time responders while reinforcing best practices for seasoned specialists, expanding deployable catastrophe capacity without sacrificing quality or compliance integrity. The platform is built on a proven platform that has managed over 50,000 claims and more than 1 million photos, demonstrating that disciplined innovation can reduce risk, elevate performance, and transform catastrophe response across the insurance industry.

    Executive Leadership Featured at the 2026 PLRB Claims Conference
    Stacy Butler will present two sessions at the 2026 PLRB Claims Conference: “Earthquake Claims Strategy and Response for Boots on the Ground Readiness”.
    In addition to her presentations, Butler and the Catastrophe AI team will be available at Booth 313 to meet carriers, discuss AI-guided inspection workflows, and provide demonstrations showing how the platform helps insurers prepare for, document, and respond to earthquake and other catastrophe claims efficiently and consistently.

    About Catastrophe AI, LLC
    Catastrophe AI, LLC is an Insurtech company developing AI-guided tools for catastrophe claims management. Its mission is to help insurers prepare for, respond to, and document catastrophe events more efficiently, combining structured intelligence with human expertise to improve operational consistency, reduce cycle time, and ensure defensible claim outcomes.

    The platform launches focusing on earthquake response, with additional catastrophe perils planned for future releases. Learn more at catastropheai.com.

    Data Source: https://www.usgs.gov/news/national-news-release/new-usgs-fema-study-highlights-economic-earthquake-risk-united-states

    Susie Jablonski
    Catastrophe AI, LLC
    +1 312-933-8584
    susan@catastropheai.com
    Visit us on social media:
    LinkedIn
    Facebook

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Firepoint Energy Appoints Ardour Capital as Financial Advisor to Support Capital Formation and Strategic Growth

    “Engaging Ardour Capital positions us to pursue our funding
    objectives and strengthen our financial foundation.””
    — Jessica Vlaco CFO

    SALTSBURG, PA, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Firepoint Energy Inc., a critical minerals recovery company based in Saltsburg, Pennsylvania, today announced that it has entered into a financial advisory agreement with Ardour Capital Investments, LLC, a New York–based investment bank with more than 25 years of experience advising companies in clean and renewable technologies.
    Under the agreement, Ardour Capital will advise Firepoint Energy on capital formation and strategic
    financial initiatives as the Company advances its waste coal repurposing platform. Firepoint Energy’s
    proprietary process converts waste coal into critical minerals and sustainable aviation fuel using
    zero emission plasma gasification technology rather than incineration.

    “Ardour Capital’s longstanding focus on alternative energy and climate positive technologies aligns
    closely with Firepoint Energy’s mission and near-term objectives,” said Bill Smith, Chief Executive
    Officer of Firepoint Energy. “With our pilot site infrastructure nearing completion and our industry
    partnership with Penn State University now formalized, we are entering a capital-intensive phase of
    development. Ardour Capital’s expertise will be instrumental as we move forward.”

    Firepoint Energy’s next phase of growth includes the manufacture of plasma gasifiers for waste coal
    processing and the acquisition of additional sites with significant waste coal inventories that meet the
    Company’s operational criteria.

    “Our goal is to secure the financial resources necessary to commence operations in earnest while
    retaining flexibility to scale rapidly as attractive opportunities arise,” said Jessica Vlaco, Chief
    Financial Officer of Firepoint Energy. “Engaging Ardour Capital positions us to pursue our funding
    objectives and strengthen our financial foundation.”

    Firepoint Energy believes its technology can contribute to addressing the domestic shortfall of critical
    minerals, which the U.S. Department of Defense has identified as a matter of national security.

    For more information about Firepoint Energy and Ardour Capital Investments,
    visit firepoint.energy and ardourcapital.com, respectively.

    Forward Looking Statements
    This press release contains forward looking statements, including statements regarding Firepoint
    Energy’s future plans, development activities, capital formation efforts, and business strategies.
    These statements are subject to risks and uncertainties that could cause actual results to differ
    materially from those expressed or implied.

    Securities Disclaimer
    This press release does not constitute an offer to sell or the solicitation of an offer to buy any
    securities.

    Bill Smith
    Firepoint Energy Inc
    +1 570-728-5333
    email us here
    Visit us on social media:
    LinkedIn
    Facebook
    YouTube
    X

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Saudi Arabia Data Center Market to Reach USD 6.17 Billion by 2031, Establishing Itself as a Top-Tier Middle East Hub

    Riyadh, Jeddah, NEOM, Makkah, Madinah, Al Qassim, and Al Ahsa are gaining traction for new data center

    Microsoft, and Tencent are investing to expand their cloud service offerings in the country.”
    — Jacob Turner

    CHICAGO, IL, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Saudi Arabia’s data center market is entering a high-growth expansion phase, driven by hyperscale demand, cloud adoption, and AI infrastructure investments. The market was valued at USD 2.08 billion in 2025 and is projected to reach USD 6.17 billion by 2031, growing at a CAGR of 19.84%.

    Report Snapshot:
    MARKET SIZE (INVESTMENT): USD 6.17 Billion (2031)
    MARKET SIZE (AREA): 1,232 Thousand Sq. feet (2031)
    MARKET SIZE (POWER CAPACITY):308 MW (2031)
    CAGR – INVESTMENT (2025-2031):19.84%
    COLOCATION MARKET SIZE (REVENUE):USD 2.16 Billion (2031)
    HISTORIC YEAR:2022-2024
    BASE YEAR:2025
    FORECAST YEAR:2026-2031

    Saudi Arabia’s Data Center Expansion Is Accelerating – Nationwide
    Dammam remains a leading data center destination in Saudi Arabia, driven by strong fiber networks, dependable power infrastructure, and proximity to key industrial zones. However, as enterprise digitalization, cloud adoption, and hyperscale investments expand across the Kingdom, demand is spreading beyond a single hub. Cities such as Riyadh, Jeddah, NEOM, Makkah, Madinah, Al Qassim, and Al Ahsa are increasingly attracting new data center projects, signaling a shift toward a more distributed and scalable national digital infrastructure strategy.

    Sustainability Is Now the Investment Filter in Saudi Data Centers
    Sustainability is rapidly becoming a defining factor in Saudi Arabia’s data center market. Operators are accelerating investments in low-carbon infrastructure as environmental performance becomes a competitive and regulatory priority. This includes greater use of renewable energy, deployment of liquid cooling systems to improve efficiency, and the transition from traditional diesel backup generators to HVO-powered alternatives. The broader energy transition is gaining momentum. According to the International Renewable Energy Agency (IRENA), renewables accounted for approximately 5% of Saudi Arabia’s total electricity generation in 2024, with solar contributing around 92% of renewable output and wind accounting for roughly 8%. As renewable capacity expands, it strengthens the foundation for sustainable hyperscale and enterprise data center investments across the Kingdom.

    Is Saudi Arabia Emerging as a Top-Tier AI Data Center Market and What’s Driving It?
    Investment in AI-ready data centers is poised to accelerate in Saudi Arabia as demand for high-performance computing intensifies. Expanding AI workloads are driving the transition toward facilities engineered for advanced processing environments, including large-scale GPU clusters, high-density racks, liquid cooling systems, and significantly higher power capacity. This shift is already underway. In December 2025, center3, a subsidiary of stc, signed an MoU with HUMAIN to develop multiple AI-ready data centers across the Kingdom. The initial phase targets approximately 250 MW of capacity, with plans to scale beyond 1 GW over time.As enterprise AI deployment and sovereign digital programs gain momentum, purpose-built AI infrastructure is positioned to become one of the most strategic growth segments within Saudi Arabia’s data center market.

    Saudi Arabia’s Digital Push Is Creating the Middle East’s Next Infrastructure Scale Play
    Saudi Arabia’s digital transformation is moving from policy ambition to infrastructure execution. Demand for cloud, AI, IoT, and advanced analytics is translating into tangible network expansion, enterprise adoption, and platform-level modernization across the Kingdom. Vision 2030 is acting as a structural catalyst, accelerating investments in nationwide connectivity, smart city frameworks, and public-sector digitization while creating new opportunities for private capital and technology partnerships. The focus is no longer just digital enablement, it is ecosystem scale. That momentum is visible in recent collaborations, including Telenor’s February 2025 partnership with stc to expand IoT connectivity across Saudi Arabia. As IoT networks, data platforms, and cloud environments mature, the Kingdom is strengthening its position as a high-growth digital infrastructure market in the Middle East.

    Further insights and detailed forecasts are available in the full report

    IT Infrastructure Providers
    • Arista Networks
    • Atos
    • Cisco
    • Dell Technologies
    • Hewlett Packard Enterprise
    • Huawei Technologies
    • IBM
    • Inspur Group
    • Lenovo
    • NetApp
    • NVIDIA
    • Supermicro

    Data Center Construction Contractors & Sub-Contractors
    • ABL Technical Services
    • Axelerated Solutions
    • Al Latifia Trading & Contracting Co.
    • ALEC Data Center Solutions
    • Alfanar Projects
    • Ashi & Bushnaq Co. (ABC) for Contracting
    • AtkinsRéalis
    • Aurecon
    • Azura Consultancy
    • Capitoline Data Centre Consultants
    • Critical Group
    • Dar
    • Edarat Group
    • EGEC
    • HATCO for Trading and Contracting W.L.L.
    • Hyundai Engineering & Construction
    • ICEM
    • ICS Arabia
    • ICS Nett Inc.
    • Inteltec Emirates
    • JAMED
    • Linesight
    • Manens KSA
    • Omrania
    • RED Engineering Design
    • SALFO & ASSOCIATES SA.
    • SANA Control Systems
    • SAUDI TAAB CONTRACTING COMPANY
    • UBIK

    Support Infrastructure Providers
    • ABB
    • Aggreko
    • Airedale
    • Alfa Laval
    • Baudouin
    • Canovate Group
    • Caterpillar
    • CHINT
    • Cummins
    • Delta Electronics
    • Eaton
    • Enrogen
    • GE Vernova
    • GRUNDFOS
    • Hitachi Energy
    • Honeywell
    • Legrand
    • Mitsubishi Electric
    • Rehlko
    • Rittal
    • Rolls Royce
    • Schneider Electric
    • Siemens
    • STULZ
    • Toshiba Corporation
    • The Chemours Company
    • Vertiv

    Data Center Investors
    • Alibaba Group
    • DAMAC Digital
    • Google
    • Gulf Data Hub
    • Mobily
    • Oracle
    • Quantum Switch
    • Sahayeb Data Centers
    • center3
    • TONOMUS

    New Entrants
    • Agility Logistics Parks
    • Amazon Web Services
    • DataVolt
    • Desert Dragon Data Centers
    • Equinix
    • ezditek
    • HUMAIN
    • Microsoft
    • Pure Data Centres Group
    • Tencent
    • Khazna Data Centers

    The Saudi Arabia Data Center Market Report Includes Size in Terms of
    • IT Infrastructure: Servers, Storage Systems, and Network Infrastructure
    • Electrical Infrastructure: UPS Systems, Generators, Transfer Switches & Switchgears, PDUs, and Other Electrical Infrastructure
    • Mechanical Infrastructure: Cooling Systems, Rack Cabinets, and Other Mechanical Infrastructure
    • Cooling Systems: CRAC & CRAH Units, Chiller Units, Cooling Towers, Condensers & Dry Coolers, and Other Cooling Units
    • General Construction: Core & Shell Development, Installation & Commissioning Services, Engineering & Building Design, Fire Detection & Suppression Systems, Physical Security, and Data Center Infrastructure Management (DCIM)
    • Tier Standard: Tier I & Tier II, Tier III, and Tier IV
    • Geography: Dammam and Other Cities

    Discover Connected Market Opportunities:
    South Africa Data Center Market – Investment Analysis & Growth Opportunities 2026-2031
    https://www.arizton.com/market-reports/south-africa-data-center-market-investment-analysis
    UAE Data Center Colocation Market – Supply & Demand Analysis 2025-2030
    https://www.arizton.com/market-reports/uae-data-center-colocation-market

    What Key Findings Will Our Research Analysis Reveal?
    • How big is the Saudi Arabia data center market?
    • How much MW of power capacity will be added across Saudi Arabia during 2026-2031?
    • Which all geographies are included in Saudi Arabia data center market report?
    • What factors are driving the Saudi Arabia data center market?

    Why Arizton?
    100% Customer Satisfaction
    24×7 availability – we are always there when you need us
    200+ Fortune 500 Companies trust Arizton’s report
    80% of our reports are exclusive and first in the industry
    100% more data and analysis
    1500+ reports published till date

    Post-Purchase Benefit
    • 1hr of free analyst discussion
    • 10% off on customization

    About Us:
    Founded in 2017, Arizton Advisory & Intelligence delivers data-driven market research and strategic consulting that empowers clients to make informed decisions and drive growth. Combining quantitative and qualitative insights, we provide in-depth analysis across industries including Agriculture, Consumer Goods, Technology, Automotive, Healthcare, Data Centers, and Logistics. Recognized by top-tier media, our expert team transforms complex market data into actionable strategies, helping clients anticipate trends, seize opportunities, and stay ahead of the competition.

    Jessica
    Arizton Advisory & Intelligence
    + +1 312-680-2940
    jessica@arizton.com
    Visit us on social media:
    LinkedIn
    Facebook
    X

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Couto Group Announces Global Strategic Hubs, Including Silicon Valley, to Strengthen Founder–Investor Connections

    The expansion strengthens the company’s presence across major innovation ecosystems, including Dubai, Hong Kong, and Switzerland

    Our mission is to strengthen connections between founders and the global investment community while supporting companies building businesses with international ambitions.”
    — Kelly Couto, Founder of Couto Group

    NEW YORK, DE, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Couto Group, a boutique capital advisory firm with offices in Boston, New York, and São Paulo, announced the expansion of its global network through the establishment of strategic hubs across key international innovation ecosystems, including Silicon Valley, Dubai, Hong Kong, Singapore, and Switzerland.

    The initiative reinforces the company’s mission of supporting founders and growth companies as they navigate international markets and build meaningful connections within the global investment community. Its presence in major financial and technology centers aims to deepen collaboration between entrepreneurs, investors, and strategic partners operating across multiple regions.

    Founded by entrepreneur Kelly Couto, Couto Group operates as a strategic capital advisory firm focused on helping promising companies structure their growth strategies and position themselves for long-term expansion. The firm works closely with founders to refine strategic positioning, strengthen investor communication, and facilitate introductions within its international network.

    “Innovation is global, and founders need access to strategic networks that extend beyond,” said Kelly Couto, founder of Couto Group. “Our goal is to build bridges between high-potential companies and the global ecosystem of investors, partners, and industry leaders who help transform ideas into scalable businesses.”

    The expansion reflects Couto Group’s broader strategy of building a globally connected advisory platform capable of supporting founders and investors operating in different markets. Through its international network, the firm collaborates with partners across Americas, Europe, the Middle East, and Asia, creating opportunities for cross-border dialogue and strategic cooperation.

    In recent years, the growth of international venture capital flows and the rise of global innovation hubs have reshaped how startups access resources, talent, and capital. Couto Group seeks to contribute to a more connected entrepreneurial landscape where founders and investors can collaborate across borders.

    The establishment of strategic hubs in Silicon Valley, Dubai, Hong Kong, Singapore, and Switzerland represents a key step in the firm’s effort to strengthen its global presence while continuing to support founders building companies with international ambitions.

    Media and Market Intelligence Platform

    In addition to its boutique capital advisory activities, Couto Group is also the controlling company behind Money In Focus, a financial media and intelligence platform focused on global markets, innovation, and capital trends.

    The platform provides analysis, market insights, and editorial coverage of emerging investment opportunities, helping founders, investors, and business leaders better understand the economic forces shaping the global innovation economy. Through its media presence, Money In Focus contributes to informed dialogue across the international investment and entrepreneurship ecosystem.

    Kelly Couto
    Couto Group
    contact@coutogroup.com
    Visit us on social media:
    LinkedIn
    Instagram

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • ioHealth’s Intelligent Overlay: Home Health EMR Innovation

    ioHealth launches the first Intelligent Overlay for home health, enabling real-time clinical support and compliance without needing EMR migrations.

    PASADENA, CA, UNITED STATES, March 12, 2026 /EINPresswire.com/ — ioHealth, a developer of artificial intelligence-driven infrastructure for post-acute care, today announced the launch of its “Intelligent Overlay” technology. This new category of healthcare software is designed to provide real-time clinical and operational support to home health agencies without requiring the replacement or migration of existing Electronic Medical Record (EMR) systems. The platform, known as ioAssist™, integrates directly into current clinical workflows, offering a non-disruptive solution to long-standing challenges in documentation accuracy, regulatory compliance, and clinician retention.

    The announcement comes at a critical juncture for the home health industry, which is currently navigating a complex landscape of rising operational costs, severe labor shortages, and intensifying federal oversight. By introducing a technology that sits on top of existing infrastructure rather than replacing it, ioHealth aims to eliminate the “migration fatigue” that has historically hindered digital transformation in the post-acute sector.

    Addressing the Infrastructure Gap in Home-Based Care

    For decades, home health agencies have relied on EMR systems to manage patient records, billing, and scheduling. However, these systems often function as retrospective data repositories rather than active clinical assistants. This gap frequently results in documentation errors at the point of care, leading to extensive Quality Assurance (QA) rework, delayed reimbursements, and increased audit risk.

    The ioHealth Intelligent Overlay addresses these issues by providing a real-time validation layer. As clinicians enter data into their mobile devices or tablets during patient visits, the AI-driven overlay monitors for inconsistencies, missing information, and clinical contradictions. This “upstream” intervention ensures that documentation is accurate and compliant before it ever reaches the back office.

    “The industry has traditionally viewed the EMR as the start and end of the digital workflow, but for the clinician in the field, the EMR is often a source of friction rather than support,” said Chief Executive Officer of ioHealth. “Our Intelligent Overlay is designed to bridge the gap between the clinician’s expertise and the rigid requirements of the regulatory environment. By providing real-time guidance that works within the agency’s existing software, we are allowing providers to focus on the patient instead of the screen.”

    The Technical Innovation: How the Overlay Functions

    Unlike traditional software integrations that require complex API (Application Programming Interface) mapping or full-scale data migrations, the ioHealth Intelligent Overlay utilizes a proprietary Care Optimized™ infrastructure. This technology allows the platform to “read” and interact with various EMR interfaces in real-time.

    The overlay functions as a supportive digital assistant that appears only when needed. For instance, during the completion of the Outcome and Assessment Information Set (OASIS)—a mandatory federal assessment for home health—the overlay can flag responses that do not align with the patient’s clinical history or current symptoms. This immediate feedback loop reduces the likelihood of “pajama time,” the common industry term for clinicians spending late hours at home correcting documentation from earlier in the day.

    “From a technical standpoint, the challenge has always been interoperability and the high cost of change,” said Michael Griffith, Chief Commercial Officer at ioHealth. “We recognized that home health agencies cannot afford the six-month downtime and million-dollar price tags associated with EMR migrations. The Intelligent Overlay represents a shift toward ‘modular’ digital transformation. It is a lightweight, highly intelligent layer that brings immediate value to the current environment.”

    Industry Impact and Economic Implications

    The financial pressure on home health agencies has reached record levels. According to recent industry data, Medicare reimbursement rates are not keeping pace with the rising costs of labor and transportation. Furthermore, the Centers for Medicare & Medicaid Services (CMS) has implemented stricter quality reporting mandates, such as the Hospice Outcomes and Patient Evaluation (HOPE) tool and updated OASIS-E requirements.

    Documentation errors are a primary driver of financial loss in this sector. When an assessment is flagged by a QA team or a payer, it triggers a cycle of rework that can delay billing for weeks. In some cases, inaccurate documentation leads to “down-coding,” where an agency is reimbursed less than the actual cost of care provided.

    The ioHealth platform aims to stabilize these financial outcomes. Initial data from pilot programs indicates that agencies using the Intelligent Overlay have seen a 40% reduction in documentation time and a significant decrease in QA rework cycles. By ensuring that the “first pass” of documentation is correct, agencies can accelerate their revenue cycle and improve their overall profitability.

    “Documentation is the lever that controls the entire operational flow of a home health agency,” said Bea Zoleta, Product Manager at ioHealth. “When that lever is broken, everything from clinician morale to the bottom line suffers. Our goal was to build a tool that feels like a mentor looking over the clinician’s shoulder, providing just enough guidance to ensure excellence without getting in the way.”

    Counteracting Clinician Burnout and Turnover

    The staffing crisis remains the most significant threat to the sustainability of home-based care. The median turnover rate for professional caregivers in home health has hovered near 70% in recent years. Clinician burnout is frequently cited as a top reason for departure, with administrative burden—specifically documentation—listed as a primary stressor.

    By reducing the time and mental energy required for documentation, ioHealth seeks to improve the clinician experience. The Intelligent Overlay includes educational modules that help new hires learn best practices while they work, reducing the steep learning curve often associated with home health regulations.

    “Retention is not just about salary; it’s about the daily experience of the work,” Dr. Al Yousuf added. “If we can remove two hours of administrative rework from a nurse’s day, we are not just improving efficiency—we are returning that time to the clinician for their own well-being and for their patients. We believe this is the only sustainable way to address the workforce shortage.”

    Regulatory Alignment and Future-Proofing

    As federal mandates continue to evolve, the ability to rapidly update clinical workflows is becoming a competitive necessity. The Intelligent Overlay allows ioHealth to push regulatory updates—such as changes to OASIS scoring or new HOPE assessment requirements—to all users simultaneously. This ensures that every clinician, regardless of their location or tenure, is always working with the most current guidance.

    This proactive approach to compliance is particularly relevant following the implementation of the Patient-Driven Groupings Model (PDGM), which shifted home health reimbursement toward a more clinical-data-heavy framework. The ioHealth platform provides the data-driven insights necessary for agencies to thrive under these value-based care models.

    Broader Market Context: The Shift to Home-Based Care

    The launch of the Intelligent Overlay aligns with a broader “Hospital at Home” movement. As the U.S. population ages—a demographic shift often called the “Silver Tsunami”—the demand for high-acuity care in the home setting is projected to grow by 21% over the next decade.

    Healthcare systems are increasingly looking for ways to transition patients out of expensive hospital beds and into the home. However, the success of this transition depends on the ability of home health agencies to provide consistent, high-quality, and well-documented care. ioHealth’s technology provides the infrastructure necessary to support this shift, ensuring that home-based care can meet the same standards of accuracy and safety as institutional settings.

    About ioHealth

    ioHealth, headquartered in Pasadena, California, is a healthcare technology company specializing in AI-driven solutions for the post-acute care sector. Founded by a team of home health operators, clinicians, and software engineers, the company is dedicated to solving the operational and clinical challenges that hinder the delivery of home-based care.

    The company’s flagship platform, ioAssist™, utilizes the industry’s first “Intelligent Overlay” to provide real-time documentation guidance and operational support. ioHealth’s mission is to optimize care by augmenting human insight with a smart, universal technology layer, allowing clinicians to focus on what matters most: the patient. The company’s solutions are currently used by leading home health and hospice agencies across the United States to improve documentation accuracy, ensure regulatory compliance, and enhance clinician satisfaction.

    David Bell
    io Health
    +1 55 1510 5240
    email us here
    Visit us on social media:
    LinkedIn

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Desk365 Launches a Premium Plan with Advanced AI, HIPAA Compliance, and ITSM Capabilities

    Desk365 announces a Premium plan with upgraded AI, enterprise security, & asset management capabilities to help teams automate support & elevate service.

    The launch of Desk365 Premium reflects our commitment to delivering powerful service management capabilities. We’re helping teams provide exceptional support while keeping operations simple & scalable”
    — Kumar Krishnasami, CEO and Founder

    SAN FRACISCO, CA, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Desk365, the AI-powered helpdesk built for teams of all sizes, today announced the launch of its Premium plan. Introducing a new tier designed to help growing teams deliver faster, smarter, and more secure support. The Premium plan expands Desk365’s capabilities with advanced AI Agents, HIPAA compliance ready features, IT Asset Management, and deeper ticketing features.

    The launch marks a significant step in Desk365’s mission to provide enterprise-grade ticketing management capabilities without the complexity typically associated with traditional helpdesk and service desk platforms. With the Premium plan, organizations can deflect tickets with AI Agents, strengthen security, and gain deeper visibility into IT assets.

    A central feature of the Premium plan is an upgraded Desk365 AI. Combining buildable AI Agents with an in-ticket AI Copilot, businesses can automatically answer regular questions, reduce repetitive work, and enhance both customer self-service and agent productivity. The AI Agent can automatically respond to common support queries by leveraging the content you train it on – knowledge base content, websites, files, Q&As, thereby generating contextual responses which ultimately reduce ticket volumes and improve response times. Meanwhile, AI Copilot works directly within the agent workspace to assist with drafting responses, summarizing long ticket conversations, and generating knowledge base articles from resolved tickets.

    Together, these capabilities allow support teams to maintain consistency, accelerate resolution times, and continuously improve documentation without adding additional manual effort.

    The Premium plan also introduces enhanced security and compliance capabilities, including support for managing sensitive data through dedicated PHI and PII fields with strict role-based permissions. These features enable organizations operating in regulated environments to securely handle protected information while ensuring that access to sensitive data remains restricted to authorized personnel. The HIPAA-compliant features include data redaction, encrypted field logs, and more. This means healthcare and other compliance-focused organizations can now manage support requests with confidence.

    In addition to AI and security enhancements, the Premium plan expands Desk365’s IT Service Management (ITSM) capabilities. Organizations can manage assets, approvals, and service changes within the same platform used for support operations. Desk365’s IT Asset Management helps teams maintain detailed records of hardware and software assets, manage vendors, track warranties and purchase information, and monitor asset lifecycle events, including depreciation. Assets can also be linked to users and tickets, giving support agents complete context during troubleshooting and service delivery.

    By embedding service management directly within the tool that teams already use daily, Desk365 helps organizations reduce friction and streamline processes across departments.

    Desk365 also continues to build on its existing strengths: a comprehensive integration with the Microsoft ecosystem, a power-packed ticketing system, global collaboration, and advanced reporting features.

    “The launch of the Premium plan reflects our commitment to delivering powerful service management capabilities that remain easy to use,” said Kumar Krishnasami, CEO and founder at Desk365. “By combining AI-powered automation, deeper ITSM functionality, compliance-ready security features, and native Microsoft integrations, we’re helping teams deliver exceptional support while keeping operations simple and scalable.”

    The Desk365 Premium plan is now available to organizations looking to elevate their support operations with intelligent automation, advanced security controls, and integrated IT service management.

    About Desk365
    Desk365 is an AI-powered ticketing system for teams of all sizes. The Desk365 platform empowers agents to enhance productivity, automate workflows, and deliver exceptional customer experiences. With advanced features like AI-agent, approval-management, ITAM, Microsoft365 integration, Desk365 stands for better service, better products, and AI that truly delivers.

    For more information about Desk365 and the Premium plan, visit www.desk365.io.

    Ranjani Raghupathi
    Desk365
    marketing@desk365.io
    Visit us on social media:
    LinkedIn
    Instagram
    YouTube
    Other

    See the AI Agent in action

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • Book Resumes Hosted by the VERSO ILS SaaS Library Catalog Management Solution

    This partnership enables Soutron Global’s LMS VERSO to support libraries in a concrete, meaningful way by providing ready access to a database that details each title’s significant educational value”
    — Brad Flasher, CEO of Soutron Global

    SAN DIEGO, CA, UNITED STATES, March 12, 2026 /EINPresswire.com/ — Soutron Global, an internationally recognized SaaS provider of information management, resource sharing, and digital preservation solutions for archives, libraries, and museums, today announced their support of the Unite Against Book Bans Book Résumés initiative, in conjunction with the American Library Association (ALA). Soutron Global is hosting the Book Resumes catalog collection using their SaaS-based VERSO ILS. VERSO will be used to catalog the Book Resume collection, which can be accessed here: https://bookresume.agverso.com/home?cid=bookresume&lid=bookresume

    Book Résumés Support Collection Development:

    Book Résumés are designed to support collection development, reader advisory, and informed decision-making. They provide librarians with concise, factual descriptions that can be integrated into catalogs or accessed independently. Initially available in PDF format, a book résumé PDF contains synopsis, reviews, awards, accolades, and links to resources and relevant media – resources that professionally trained librarians and educators use when they select books.

    Collaborative Initiative Backed by ALA, ARSL, COSLA, CALA, DPLA, and Major Publishers:

    In addition to Auto-Graphics and the American Library Association (ALA), other companies involved in this initiative includes the Association for Rural & Small Libraries (ARSL), the Chief Officers of State Library Agencies (COSLA), the Chinese American Librarians Association (CALA), the Digital Public Library of America (DPLA), along with Soutron Global clients HarperCollins Publishers and Penguin Random House (UK), in addition to nearly 300 other leading library, author, and book publishing organizations.

    Dedicated VERSO Database Makes Book Résumés Searchable, Filterable, and Copy‑Catalog Ready:

    Now, with support from Auto-Graphics, a Soutron Global company which provides a variety of SaaS solutions for public libraries, a dedicated VERSO ILS database will host the PDF’s directly, linking each PDF résumé to its corresponding MARC record, making the banned book resumes fully searchable and filterable through a live library catalog interface. Libraries will be able to Copy Catalog banned book titles into their collections, as part of their mission to improve access to titles that promote intellectual freedom.

    MARC Record Integration Enhances Discoverability and Cataloging Flexibility:

    Adding the MARC record to the Book Resume has several advantages for libraries, helping them to provide better services to teachers, parents, and community members, teachers, and parents, to provide enhanced discoverability through catalog search, facets, and filters, providing copy cataloging and record enhancement functionality.

    VERSO ILS Offers Z39.50 and API Support for Seamless System Interoperability:

    The VERSO ILS supports PDF attachments and Z-target exposure, which offer libraries better integration potential via existing Z39.50 targets or API endpoints to pull Book Résumé MARC records into their own systems. The library may merge or overlay the Book Résumé record with an existing bibliographic record. Local holdings, item records, and local cataloging practices are preserved according to local merge rules.

    Libraries Can Enrich Existing Bibliographic Records or Link Directly to the Public Catalog:

    This approach allows libraries to enrich existing records with Book Résumé content without replacing core bibliographic data. Libraries that prefer not to integrate MARC records may instead link directly to the Book Résumé public catalog from their website, guides, or internal resources. This option provides immediate access to Book Résumé content with no local system configuration required. Libraries may choose the approach that best fits their technical capacity and workflows—either deep catalog integration via Z39.50 or simple linking for rapid access.

    Soutron Global Reinforces Commitment to Intellectual Freedom:

    “This partnership enables Soutron Global’s LMS VERSO to support libraries in a concrete, meaningful way by providing ready access to a database that details each title’s significant educational value,” states Brad Flasher, CEO of Soutron Global. “We are happy to have the opportunity to reinforce our commitment to the library community and support intellectual freedom.”

    Access the VERSO Book Resumes Catalog here: https://bookresume.agverso.com/home?cid=bookresume&lid=bookresume

    Learn more about the Book Résumé initiative: https://bookresumes.uniteagainstbookbans.org/

    Learn more about Soutron Global and Auto-Graphic’s VERSO ILS software: https://www.soutron.com/en_us/products/auto-graphics-verso-integrated-library-system/

    About Soutron Global

    Soutron Global is a leading provider of SaaS information management, resource sharing and digital preservation solutions for archives, knowledge hubs, libraries and museums. Partnering with archivists, librarians, collection managers and knowledge management workers at corporations, museums, education and government institutions worldwide, Soutron Global empowers organizations to transform how they organize, preserve, share and access their collection assets. Our SaaS solutions are content agnostic, easily handling library holdings, proprietary knowledge, cultural artifacts and archival assets, print, digital and physical. With a proven track record spanning over 5 decades, Soutron Global companies are recognized for their innovative software solutions created by embracing client challenges and partnering with them to develop new solutions.

    Elizabeth Kelley
    Soutron Global
    email us here
    Visit us on social media:
    LinkedIn
    Facebook
    YouTube
    X

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • ADLINK Powers Physical AI and AI-Medical Imaging Solutions at NVIDIA GTC 2026

    Enabling Humanoid Robotics and Edge AI at Scale

    ADLINK Technology, Inc. (TWSE:6166)

    TAOYUAN, TAIWAN, March 12, 2026 /EINPresswire.com/ — ADLINK Technology Inc., a global leader in edge AI computing, today announced its participation in NVIDIA GTC 2026 at booth 141 from March 16 to 19. This year, ADLINK will showcase how its Edge AI platforms enable scalable architectures across humanoid robotics, medical image AI analytics, and high-performance embedded graphics.

    Powering Humanoid Robotics with Industrial-Grade Edge AI
    ADLINK will showcase a humanoid robot “Moby”, developed by Noble Machines and powered by the ADLINK Edge AI Platform DLAP series, built on NVIDIA Jetson modules. Leveraging DLAP’s high-performance computing, low-latency perception, and industrial-grade reliability, the DLAP platform enables humanoid robots to operate efficiently in demanding industries such as manufacturing, logistics, semiconductors, mining, and oil & gas.

    AI-Powered Medical Imaging with ADLINK DLAP-701 and NVIDIA Jetson Thor
    At GTC, ADLINK will showcase its partner DeepRad.AI’s AI-integrated medical imaging solutions, demonstrating how edge AI can enable scalable and high-performance medical imaging-analytics for preventive care.

    The solution runs on ADLINK’s DLAP-701, powered by NVIDIA Jetson Thor, and integrates Phison’s aiDAPTIV+ technology to enhance large-model inference efficiency through hardware-based storage acceleration. Together, these technologies deliver high-density, low-latency processing for complex DICOM image analysis at the edge, supporting early multi-risk LDCT screening and MRI dementia risk prediction, enabling more proactive care workflows. Through integration of ecosystem hardware and software technologies, ADLINK streamlines the deployment of medical AI at scale.

    Beyond medical applications, DLAP-701, powered by NVIDIA Jetson T5000 and Jetson T4000 modules, delivers up to 2070 FP4 TOPS with 128GB memory, enabling high-density AI workloads and real-time reasoning at the edge. Its compact, high-performance architecture is also well-suited for humanoid robotics.

    Twice the Edge AI Throughput with MXM Modules powered by NVIDIA Blackwell
    ADLINK will display its latest MXM GPU module, EGX-MXM-BW500, based on NVIDIA Blackwell architecture, a new generation of GPU technology for ADLINK, delivering high-performance edge AI and power-efficient computing.

    The series also includes the EGX-MXM-BW2000, which sets a new benchmark for compact performance, delivering up to 100 W within a standard MXM 3.1 Type A (82 mm x 70 mm) form factor. For high-end workloads, the EGX-MXM-BW5000 features 24 GB of GDDR7 memory, enabling local LLM execution at unprecedented speed, alongside MIG (Multi-Instance GPU) technology for precise resource partitioning. Engineered for flexibility, the entire Blackwell-based MXM series supports configurable power budgets ranging from 45 W to 150 W, enabling designers to balance peak compute performance with strict thermal and system constraints.

    The NVIDIA Blackwell architecture also introduces FP4 precision, achieving 2x AI inference throughput while drastically reducing memory bandwidth demands. ADLINK bridges the gap between high-performance computing and embedded efficiency, delivering the ultimate compact, power-efficient solution for next-generation autonomous systems.

    To learn more about ADLINK’s solutions based on NVIDIA architecture, visit the ADLINK website or join us at the upcoming NVIDIA GTC 2026 at booth 141 from March 16–19, 2026, in San Jose, California.

    Summary:
    1. ADLINK’s Edge AI Platform DLAP-701, powered by NVIDIA Jetson Thor, delivers high-performance computing and massive memory capacity to power advanced humanoid robotics and scalable, high-precision medical imaging analytics.
    2. ADLINK showcases Noble Machines’ humanoid robot and DeepRad.AI’s AI-integrated medical imaging solutions, integrated with Phison’s aiDAPTIV+ technology, both powered by ADLINK’s Edge AI Platform DLAP series as the core AI computing backbone.
    3. ADLINK demonstrates NVIDIA Blackwell MXM GPU modules for superior industrial-grade edge AI acceleration.

    About ADLINK Technology
    ADLINK Technology Inc. (TAIEX: 6166) is a global leader in embedded and edge AI computing, accelerating edge AI empowerment—driving intelligence at the edge. ADLINK designs and manufactures edge hardware and software for embedded, distributed, and intelligent computing. Over 1,600 global customers trust ADLINK across industries.

    With 30 years of innovation, ADLINK offers a broad portfolio of products—including computer-on-modules, industrial motherboards, edge servers, and AI platforms to meet diverse needs.
    Learn more at www.adlinktech.com.

    ***
    All trademarks are the property of their respective owners in the U.S. and other countries.

    Leading Edge AI Computing
    ADLINK Technology, Inc.
    info@adlinktech.com
    Visit us on social media:
    LinkedIn
    Facebook
    YouTube

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.

  • aiXplain introduces aiXplain Studio

    aiXplain Studio is the no-code platform for building production-grade AI agents, designed for speed, built for teams, and never without control.

    SAN JOSE, CA, UNITED STATES, March 12, 2026 /EINPresswire.com/ — aiXplain introduces aiXplain Studio. A new way to build intelligent agents. built for speed, built for teams, and built for control.

    aiXplain today announced aiXplain Studio, a no-code platform that moves AI agent development from a specialized engineering effort to an organization-wide capability.

    aiXplain Studio replaces static, pre-wired workflows with intelligent agents that plan, adapt, and orchestrate tasks dynamically at runtime, so teams can collaboratively build and quickly deploy production-grade agents.

    Many agent platforms start with flow diagrams, routers, and switches. aiXplain Studio moves beyond that. It frees builders to focus on outcomes, not wiring. Teams define the objective, attach tools, and set governance rules, then aiXplain Studio adapts in real time as requirements evolve. That is possible because aiXplain’s governance architecture enforces quality and policy at runtime with full traceability, so aiXplain Studio stays built for speed, built for teams, and built for control.

    aiXplain Studio is organized around four core experiences: Browse, Build, Validate and Observe.

    Browse
    Instant access to production-ready assets, including 200+ AI models and 600+ commercial integrations like Snowflake, Slack, Jira, and Google Drive. Bring your own tools and data with secure Python sandboxes, SQL connectors for structured databases, document indexing for RAG knowledge bases, and MCP connections for third-party services.

    Build
    A no-code workspace for configuring single agents or multi-agent systems. Choose a model, define instructions, and attach tools with granular permissions and action controls. Built-in micro-agents handle planning, orchestration, inspection, and response. Inspectors continuously enforce quality and policy.

    Validate
    Real-time debugging and observability. Trace execution step by step, including what ran, which tools were called, what decisions were made, what Inspectors evaluated, what each step cost, and how the full system behaved end to end.

    Observe
    Continuous operational visibility and control across agent deployments. Teams can monitor runtime behavior, usage, latency, cost, and system health in real time, while managing access to assets, scoping API keys, and enforcing rate limits. This ensures secure, compliant, and observable agent operations at enterprise scale.

    From build to production, without friction
    Agents created in aiXplain Studio deploy instantly and securely to the cloud. Teams can integrate agents into existing applications through generated integration code, or interact with them directly through aiXplain’s built-in chat experience without additional development work.

    “Agentic technology should not live in the engineering department” said Hassan Sawaf, CEO at aiXplain. “aiXplain Studio puts agent-building in the hands of every member of the team, without giving up governance, safety, or visibility. You move faster, you stay in control, and the agents match the way your business actually works.”

    “aiXplain Studio reflects how modern teams actually want to build agents,” said Nur Hamdan, Head of Product at aiXplain. “Instead of forcing teams to map every path in advance, we designed aiXplain Studio around intent, autonomy, and runtime decision-making. Teams start with what they want done, and agents coordinate execution dynamically. Inspectors ensure quality, compliance, and policy alignment continuously, so teams can move fast without sacrificing control.”

    Availability
    aiXplain Studio is available today at studio.aixplain.com across all plans. Users can register for a 7-day free trial with no credit card required, then continue with standard pay-as-you-go pricing. aiXplain Studio is also available for private cloud and on-prem deployments. For more information, contact sales@aixplain.com.

    About aiXplain
    aiXplain is a leading AI platform that simplifies the creation, deployment, and management of AI solutions. By offering a comprehensive suite of tools and resources, aiXplain empowers organizations to leverage AI technology to its fullest potential. For more information, visit www.aixplain.com. For media inquiries, please contact comms@aixplain.com.

    Hassan Sawaf
    aiXplain
    comms@aixplain.com
    Visit us on social media:
    LinkedIn
    Instagram
    Facebook
    YouTube
    X
    Other

    Legal Disclaimer:

    EIN Presswire provides this news content “as is” without warranty of any kind. We do not accept any responsibility or liability
    for the accuracy, content, images, videos, licenses, completeness, legality, or reliability of the information contained in this
    article. If you have any complaints or copyright issues related to this article, kindly contact the author above.