Digital Twins in Healthcare Market to Grow at 24.4% CAGR Through 2031 The global Digital Twins in Healthcare Market is rapidly gaining momentum, with its valuation projected to escalate at a compound annual growth rate (CAGR) of 24.4% during the forecast period (2024–2031). The technology is revolutionizing patient care, hospital operations, and medical research through real-time simulation, predictive diagnostics, and treatment optimization. Digital twins—virtual replicas of physical healthcare systems, processes, or even individual patients—are increasingly being adopted to improve decision-making, reduce costs, and enhance patient outcomes. Their use spans across surgical planning, hospital workflow optimization, drug development, and chronic disease management. Market Dynamics Rising Demand for Personalized and Predictive Medicine The shift from reactive to predictive healthcare models has accelerated the adoption of digital twin technology. These models allow clinicians to simulate treatment plans tailored to the patient's genetic, behavioral, and physiological profile, increasing therapeutic precision and reducing trial-and-error approaches. Integration of AI, IoT, and Big Data in Clinical Environments The convergence of artificial intelligence (AI), the Internet of Things (IoT), and big data analytics with healthcare infrastructure enables the real-time synchronization of physical and virtual models. Continuous health monitoring via the Internet and IoT sensors feeds vital data into patient digital twins, enabling simulations for early disease detection and personalized intervention strategies. Operational Efficiency and Hospital Management Digital twins are increasingly used to simulate hospital workflows and optimize capacity planning. Hospitals are leveraging virtual models to analyze staff movements, patient flow, and equipment utilization, thereby minimizing delays, reducing costs, and improving overall healthcare delivery. Accelerated Drug Discovery and Clinical Trials In the pharmaceutical sector, digital twins are used to model disease progression and simulate patient responses to treatments, reducing the time and cost associated with clinical trials. These models improve drug development accuracy and minimize trial failures by predicting adverse effects and dosing responses. Chronic Disease and Elderly Care Management Digital twin applications in managing chronic illnesses like diabetes, cardiovascular disease, and neurological conditions are expanding. The ability to simulate real-time physiological responses helps monitor long-term progression and optimize therapy plans, especially in aging populations with multiple comorbidities. Download Sample Report: https://www.datamintelligence.com/download-sample/digital-twins-in-healthcare-market?u Key Market Segments By Component: Software: Comprising platforms for modeling, simulation, and analytics, software holds the largest share due to rising adoption across hospitals and research facilities. Services: Consulting, integration, and maintenance services are in high demand as healthcare institutions integrate digital twin platforms into legacy systems. By Application: Patient Monitoring and Personalized Treatment: Enables real-time simulation of individual health conditions and responses to therapies. Hospital Asset and Workflow Management: Optimizes operational planning, bed occupancy, and equipment usage. Surgical Planning: Virtual testing of surgical scenarios for improved outcomes and reduced intraoperative risk. Drug Development: Simulates biological responses to compounds, improving preclinical testing. Emergency Care and ICU Simulation: Enhances triage efficiency and patient stabilization strategies using predictive modeling. By End User: Hospitals and Clinics: Lead adoption due to direct impact on patient care and hospital administration. Pharmaceutical and Biotechnology Companies: Use digital twins in R&D and early-stage clinical trials. Academic and Research Institutions: Drive innovation by experimenting with population health and genomic applications. Request a customized report tailored to your business needs: https://www.datamintelligence.com/customize/digital-twins-in-healthcare-market Regional Insights North America holds the largest market share due to strong R&D investment, technological infrastructure, and early adoption across hospitals and pharma companies. Europe is following closely, led by healthcare digitalization initiatives in Germany, the UK, and the Nordic countries. Asia-Pacific is projected to grow at the fastest pace, driven by the digital transformation of healthcare systems in Japan, China, India, and South Korea, supported by government funding and private sector innovation. Latin America and the Middle East & Africa are emerging markets with growing telehealth penetration and healthcare IT investments. Latest Trends and Industry Developments U.S.-based hospitals are integrating digital twins with EHR systems and AI-based decision support tools to reduce diagnostic delays and improve care coordination. Japan is investing in smart hospital ecosystems, where digital twin technology is used for elderly care and robotic surgery planning. Cloud-based platforms are becoming the norm, allowing decentralized access and easier integration with mobile health applications. Startups and tech giants are forming strategic partnerships with healthcare providers to co-develop and deploy real-time patient digital twin models. FDA regulatory progress is being made to include digital twin simulations in drug approval documentation, increasing confidence in virtual testing. Buy an Exclusive copy of this report: https://www.datamintelligence.com/buy-now-page?report=digital-twins-in-healthcare-market Challenges and Constraints Data Privacy and Cybersecurity Concerns Handling sensitive patient data requires robust encryption and compliance with healthcare regulations like HIPAA and GDPR. Any breach could damage trust and stall adoption. High Cost and Complexity of Implementation Integrating digital twin platforms requires substantial investment in infrastructure, skilled IT personnel, and system interoperability, posing a barrier for small and mid-sized providers. Lack of Standardization The absence of universal standards for modeling, validation, and performance benchmarking hampers scalability and regulatory acceptance. Data Fragmentation and Integration Issues EHRs, IoT devices, lab systems, and imaging databases often exist in silos, making real-time data integration into a comprehensive twin model challenging. Strategic Recommendations Invest in Interoperability Solutions: Promote platforms that can integrate seamlessly with diverse clinical and operational systems. Prioritize Regulatory Readiness: Collaborate with regulatory bodies to develop digital twin validation frameworks for healthcare and pharmaceutical use. Strengthen Cybersecurity Infrastructure: Implement blockchain or advanced encryption protocols to protect patient data integrity. Expand Clinical Use Cases: Conduct pilots in ICU, oncology, and chronic disease care to demonstrate cost savings and outcome improvements. Foster public-private partnerships: Encourage collaboration between tech providers, hospitals, insurers, and academic institutions to fund and test digital twin applications. Subscribe for more Industry reports: https://www.datamintelligence.com/reports-subscription About Us: DataM Intelligence is a market research and consulting firm that provides end-to-end business solutions to organizations, from research to consulting. We, at DataM Intelligence, leverage our top trademark trends, insights, and developments to provide swift and astute solutions to clients like you. We encompass a multitude of syndicate reports and customized reports with a robust methodology. Our research database features countless statistics and in-depth analyses across a wide range of 6300+ reports in 40+ domains, creating business solutions for more than 200+ companies across 50+ countries, catering to the key business research needs that influence the growth trajectory of our vast clientele. Contact Us: Company Name: DataM Intelligence Contact Person: Sai Kiran Email: sai.k@datamintelligence.com Phone: +1 877 441 4866 Website: https://www.datamintelligence.com

ITIL 4 in 2025: Still Driving Modern IT Success In 2025, the digital world is buzzing with new technologies, yet ITIL 4 continues to hold its ground as a cornerstone of effective IT service management. Introduced in 2019, ITIL 4 has not faded into the background—it has evolved alongside technological advancements, proving its staying power. Here's why organizations are still adopting ITIL 4 Management Practices and why professionals actively pursue ITIL Certification in today’s rapidly shifting landscape. 1. ITIL 4 Aligns with Agile, DevOps, and Digital Transformation Unlike its predecessors, ITIL 4 was purpose-built for modern digital environments. Its integration with Agile, DevOps, and Lean approaches makes it highly adaptable for complex IT ecosystems. The introduction of 34 flexible ITIL 4 Management Practices enables organizations to tailor service management models to their specific needs—whether they're managing multi-cloud platforms, hybrid systems, or high-velocity deployments. 2. ITIL 4 Complements AI and Automation Strategies AI and automation are transforming IT operations, but without a solid framework, they can lead to fragmentation. ITIL 4 doesn’t replace these technologies—it strengthens their value. Core practices like Incident Management, Change Enablement, and Service Request Management remain essential, providing structure and governance around automation efforts. With ITIL 4, organizations ensure that emerging technologies deliver measurable, strategic outcomes. 3. Risk, Compliance, and Cybersecurity Reinforce ITIL Relevance With cybersecurity threats on the rise and regulatory demands tightening, organizations are under pressure to be both secure and compliant. ITIL 4 integrates risk management, governance, and service continuity into its fabric, making it a reliable framework for handling today’s challenges. Professionals pursuing ITIL v4 Certification are increasingly those in GRC, security, and compliance roles, seeking structured, policy-driven service models. 4. Co-Creation of Value Is a Game-Changer Today’s organizations expect IT to go beyond service delivery and drive strategic impact. ITIL 4’s emphasis on the co-creation of value enables cross-functional collaboration among IT, customers, and business stakeholders. This principle drives innovation, user-centric design, and continuous improvement, helping IT teams become proactive contributors to business growth. 5. Demand for Certified Professionals Remains Strong Even in 2025, the job market values professionals who understand structured service management. Whether it's through the Foundation level or advanced modules like Managing Professional and Strategic Leader, ITIL Certification helps bridge the talent gap in ITSM. Certified individuals bring a shared language and methodology to the table, critical in complex, cross-functional environments. Conclusion ITIL 4 isn’t just surviving—it’s thriving. It continues to evolve with business and technology, offering a modern, value-driven approach to IT service management. From practical ITIL 4 Management Practices to career-defining ITIL v4 Certification, the framework is still the go-to solution for building resilient, scalable, and business-aligned IT operations. As long as organizations demand agility, governance, and customer-centricity, ITIL 4 will remain at the forefront of IT strategy. https://medium.com/@dhanashrinovelvista22/why-are-we-still-talking-about-itil-4-in-2025-4deacec3766b

Common Mistakes to Avoid While Preparing for ISO 27001 Certification In today's digital age, protecting sensitive data is no longer optional—it's a business imperative. As cyber threats become more sophisticated, organizations are turning to ISO 27001 certification as a recognized framework for establishing, implementing, and maintaining an effective Information Security Management System (ISMS). However, achieving ISO 27001 certification isn't just about following a checklist. It requires a strategic and thorough approach. Many organizations, especially those new to the certification process, fall into common traps that can delay certification, increase costs, or result in non-compliance. In this blog, we’ll explore the most common mistakes businesses make while preparing for ISO 27001 certification—and how to avoid them. 1. Lack of Top Management Involvement The Mistake: Many companies treat ISO 27001 as an IT department responsibility, assuming that information security is solely a technical concern. This mindset leads to poor implementation and lack of support across departments. The Fix: ISO 27001 requires leadership commitment. Top management should be actively involved in defining security objectives, allocating resources, and fostering a culture of security awareness. Without leadership support, the ISMS may exist on paper but lack real-world effectiveness. 2. Underestimating the Scope of the ISMS The Mistake: Organizations often define the scope of their ISMS too broadly or too narrowly. A wide scope can overburden teams, while a narrow one might leave critical areas unprotected. The Fix: Carefully analyze your business operations and data flows to define a practical, risk-based scope. Consider the assets, locations, business units, and third parties that must be included to ensure comprehensive security coverage. 3. Focusing Only on Documentation The Mistake: Many companies think ISO 27001 is all about having the right policies and procedures in place. They focus too much on creating documents without implementing the controls or training employees. The Fix: Documentation is important, but what really matters is how effectively your ISMS is implemented and maintained. Make sure processes are followed in practice and not just on paper. Conduct regular training sessions and internal audits to ensure compliance. 4. Neglecting Risk Assessment or Doing It Incorrectly The Mistake: Skipping the risk assessment phase or using a generic, copy-paste risk assessment template is a critical error. Without identifying real risks, the ISMS cannot be tailored to your organization’s specific needs. The Fix: Conduct a detailed and customized risk assessment. Identify assets, threats, vulnerabilities, and impacts. Use risk matrices or qualitative/quantitative methods to prioritize treatment plans. Remember, ISO 27001 is a risk-based standard—risk assessment is at its core. 5. Not Involving All Departments The Mistake: Treating ISO 27001 as the sole responsibility of the IT or compliance team can lead to gaps. Information security affects every department, from HR and finance to marketing and sales. The Fix: Form a cross-functional team to drive ISO 27001 implementation. Conduct awareness sessions to educate all departments on their role in maintaining information security. 6. Ignoring Employee Awareness and Training The Mistake: One of the most common causes of security breaches is human error. Yet, many organizations don’t invest in educating employees about information security policies. The Fix: Regularly train employees on the importance of information security, phishing awareness, password hygiene, data handling procedures, and reporting suspicious activities. Make security part of the organizational culture. 7. Poor Change Management The Mistake: Organizations often fail to update their ISMS when changes occur—be it new software, business acquisitions, or changes in regulatory requirements. The Fix: Develop a change management process to ensure your ISMS evolves with your organization. Schedule regular reviews of policies and controls and update them as necessary. 8. Inadequate Internal Audits The Mistake: Skipping or rushing internal audits can lead to undetected non-conformities. Some businesses do it just before the external audit, treating it as a formality. The Fix: Conduct thorough, scheduled internal audits using trained auditors who understand ISO 27001. Internal audits help you identify and fix issues before the certification body does. 9. Relying Too Much on External Consultants The Mistake: Hiring a consultant can speed up implementation, but over-reliance can result in poor internal ownership. Once the consultant leaves, the organization may struggle to maintain the ISMS. The Fix: Use consultants as guides—not as the ones doing all the work. Make sure your internal team understands the system and takes responsibility for maintaining and improving it. 10. Failure to Monitor and Improve The Mistake: Some organizations see ISO 27001 as a one-time project. Once certified, they stop monitoring or improving their ISMS. The Fix: ISO 27001 is a continuous improvement model (Plan-Do-Check-Act). Use metrics, feedback, incident reports, and audit results to continually refine your system. Conclusion Preparing for ISO 27001 certification is a journey that requires more than just ticking off items on a checklist. By avoiding the common mistakes outlined above, your organization can build a robust, compliant, and effective ISMS that not only earns certification but also significantly enhances your security posture. Remember: The goal of ISO 27001 is not just to pass an audit—it’s to protect your information assets, build stakeholder trust, and support business growth. Want to get ISO 27001 certified the right way? Get expert-led training, guidance, and resources with our ISO 27001 Lead Auditor Certification Course – and set your path to becoming audit-ready with confidence. https://www.novelvista.com/iso-27001-2022-lead-auditor-certification

The global powder coating market is projected to grow significantly over the next decade, reaching a valuation of USD 19,463.53 million by 2035, up from USD 12,634.65 million in 2025, according to recent industry analysis. This growth represents a compound annual growth rate (CAGR) of 5.7% during the forecast period of 2025 to 2035. Powder coating, a dry finishing process that uses finely ground particles of pigment and resin, is increasingly being recognized as a superior alternative to traditional liquid coatings. The coating is applied electrostatically and then cured under heat, creating a smooth, durable, and high-performance finish without the need for solvents. It is most commonly used on metal surfaces but is gaining traction across other substrates as technology advances. Request Sample Copy: https://wemarketresearch.com/reports/request-free-sample-pdf/powder-coating-market/1748 Powder Coating Market Key Player: Akzo Nobel N.V. The Sherwin-Williams Company PPG Industries, Inc. Axalta Coating Systems LLC BASF SE Jotun A/S Nippon Paint Holdings Co., Ltd. RPM International Inc. Asian Paints Limited Kansai Paint Co., Ltd. Berger Paints India Limited TIGER Coatings GmbH & Co. KG Valspar Corporation Teknos Masco Corporation Evonik Industries AG Arkema S.A. DSM Coating Resins B.V. 3M Others Environmental Compliance: A Key Growth Catalyst One of the primary drivers fueling this robust growth is the rising global demand for eco-friendly, sustainable surface coating solutions. Powder coatings are virtually free from Volatile Organic Compounds (VOCs) and Hazardous Air Pollutants (HAPs)—two categories of emissions that are heavily regulated due to their impact on air quality and human health. "With stringent environmental regulations like the EU’s REACH (Registration, Evaluation, Authorisation, and Restriction of Chemicals) and the U.S. Environmental Protection Agency’s (EPA) NESHAP standards, industries are under pressure to shift towards cleaner technologies,” stated a senior analyst from Allied Market Research. “Powder coatings help manufacturers meet these standards without compromising on performance or cost-efficiency.” The European Union has placed increasing regulatory scrutiny on chemicals classified as Substances of Very High Concern (SVHCs), prompting companies to seek safer alternatives. Powder coatings align well with this trend, reducing the administrative burden of compliance while simultaneously enhancing workplace safety and sustainability. Market Segments: Powder Coating Market, By Resin Type: Acrylic Epoxy Epoxy-Polyester (Hybrid) Polyester Polyurethane Others Powder Coating Market, By Application: Architectural Automotive Consumer Goods Furniture General Industries Others Industry-Wide Adoption Across End-Use Sectors Powder coatings are witnessing widespread adoption in automotive, appliances, architecture, furniture, industrial equipment, and even consumer electronics. Their ability to offer high durability, resistance to corrosion, and an attractive finish makes them ideal for various demanding applications. The automotive industry, for instance, is a major contributor to market expansion. Automakers are leveraging powder coatings for wheels, underbody parts, and decorative trim not only to comply with environmental mandates but also to extend product lifespan and enhance visual appeal. Likewise, home appliances and white goods manufacturers are rapidly integrating powder coatings into production processes to achieve low-VOC output and consistent surface finish, while also reducing material wastage and improving operational efficiency. Advantages Over Traditional Coating Solutions Beyond regulatory compliance and environmental appeal, powder coatings offer several performance and operational advantages: Lower operational costs due to minimal waste and overspray Greater material utilization efficiency, with up to 98% recovery rates Faster production turnaround due to shorter curing times Superior finish quality that resists chipping, scratching, and fading These benefits are encouraging manufacturers worldwide to retool their coating processes in favor of powder-based applications. Challenges and Emerging Opportunities Despite the many advantages, the powder coating market faces certain challenges—primarily around application to heat-sensitive materials like plastics and composites. However, technological innovations, such as low temperature curing powders, are addressing these limitations and unlocking new avenues for market penetration. Furthermore, the growing trend of customization and color variety, especially in automotive aftermarket and consumer appliances, is expected to enhance product differentiation and end-user satisfaction, driving market growth further. FAQ: What is the market size of Powder Coating Market in 2025? What is the growth rate for the Powder Coating Market? Which are the top companies operating within the market? Which region dominates the Powder Coating Market? Why to buy this Report? Market research: The report provides valuable insights into market trends, growth opportunities, and competitive landscapes. By reading a technology report, businesses and investors can gain a better understanding of the market they are operating in or considering entering, and make more informed decisions based on data and analysis. Competitive analysis: The report reports provide detailed information on competitors' strengths, weaknesses, and strategies, which can help businesses identify potential threats and opportunities in the market. Innovation: The report provides insights into emerging technologies and trends, which can help businesses stay up to date with the latest developments and make informed decisions about where to invest their resources. Explore More Reports: Mosfet Relay Market: https://wemarketresearch.com/reports/mosfet-relay-market/1677 About We Market Research: At We Market Research, we are passionate about data, insights, and helping businesses thrive in an ever-evolving marketplace. Our journey began with a simple yet profound belief: Informed decisions lead to sustainable success. With this principle at our core, we've grown into a dynamic and innovative market research company dedicated to providing you with the knowledge and strategies you need to navigate the complexities of your industry. We provide a comprehensive range of research services, including brand perception research, pricing analysis, customer segmentation, competitive analysis, product development and innovation studies, market sizing and forecasts, and more. Our objective is to give our clients a comprehensive insight of their market environment so they can improve their competitive advantage, optimize their strategy, and drive growth. Contact Us: Robbin Joseph Phone: +17246183925 Email: sales@wemarketresearch.com Location: United States 99 WALL STREET, #2124 NEW YORK, NY 10005

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