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

Feed Innovation and Biosecurity Drive Global Aquaculture Additive Demand The global aquaculture additives market is experiencing substantial growth, driven by increasing demand for sustainable seafood, innovation in feed technology, and the growing need for efficient disease control in aquaculture systems. The market was valued at USD 4.2 billion in 2024 and is projected to reach USD 7.8 billion by 2033, expanding at a compound annual growth rate (CAGR) of 8.1% between 2026 and 2033. Further projections show a base value of USD 1.11 billion in 2023, expected to grow at 4.2% CAGR from 2024 to 2032. Other estimates place the market at USD 2.2 billion in 2023, projected to reach USD 3.1 billion by 2030, reflecting a CAGR of 4.3% between 2024 and 2030. The varying figures highlight the segment’s broad definition, ranging from complete feed additives to species-specific nutritional solutions. Key Market Drivers & Growth Catalysts Rising Global Seafood Consumption As global populations and health consciousness rise, seafood demand is surging. Aquaculture now accounts for over 50% of all seafood consumed, prompting investments in performance-enhancing feed additives to increase yield and profitability. Feed Innovation & Functional Additives Technologies are evolving rapidly in the feed segment. Key innovations include probiotics, prebiotics, enzymes, amino acids, vitamins, antioxidants, and natural plant- or marine-based extracts that improve digestion, disease resistance, and feed efficiency. Sustainable & Eco-Friendly Alternatives Growing consumer demand for natural and chemical-free products has pushed producers to shift toward environmentally responsible additives. Algae-based proteins, essential oils, fermented ingredients, and biodegradable solutions are gaining traction. Biosecurity and Disease Control Additives that improve immunity and gut health—like probiotics and immune boosters—are increasingly used to minimize the need for antibiotics and chemical treatments, helping ensure healthier aquaculture ecosystems. Regulatory Incentives and Private Investment Governments and the private sector are investing heavily in aquaculture infrastructure, R&D, and compliance protocols. This includes tax breaks, subsidies, and feed certification programs that encourage adoption of high-quality, sustainable additives. Shift Toward Alternative Proteins Plant, insect, and microbial protein sources are being explored to reduce reliance on traditional fishmeal and soy. Additives that enhance nutrient availability in these alternatives play a critical role in optimizing feed conversion ratios. Download Sample Report: https://www.datamintelligence.com/download-sample/aquaculture-additives-market?u  Regional Overview Asia-Pacific: The region holds the largest market share and is the fastest-growing segment, with a projected CAGR of 7.2% through 2033. Countries like China, India, Indonesia, and Vietnam lead due to large aquaculture bases and favorable government initiatives. North America: Driven by consumer demand for traceable, sustainable seafood and strict food safety standards, the market in this region is growing at a healthy 6.0–6.5% CAGR. Europe: A mature and highly regulated market, Europe sees strong demand for organic and eco-certified aquafeed products, with Norway, Spain, and the UK as major contributors. Latin America and MEA: These are emerging markets with increasing fish farming activity and rising awareness of additive benefits, offering growth opportunities through education and technological transfer. Market Segmentation Insights By Product Type: The aquaculture additives market includes: Amino acids Vitamins Enzymes Probiotics, enzymes, and amino acids are expected to see the highest growth due to their proven role in improving feed digestibility and immune strength. By Application: Additives are used across various species, including Crustaceans Mollusks Carp The demand for species-specific additives is increasing, especially in high-value segments like salmon and shrimp farming. By Form: Additives are typically supplied in powder, liquid, or granulated form. Water-soluble and microencapsulated forms are emerging to improve absorption and minimize waste. By End Use: Complete aqua feed manufacturers Supplement providers Direct-to-farm additive suppliers Ask for the Customized Report as per Your Business Requirements: https://www.datamintelligence.com/customize/aquaculture-additives-market?u  Recent Industry Highlights In Vietnam, aquafeed production increased from 0.673 million tons in January to 0.705 million tons in February 2025, reflecting a 15.6% monthly rise, signaling strong additive demand. The use of spirulina and microalgae as part of additive blends has shown 20% faster shrimp growth at just 5% feed inclusion, indicating performance advantages of functional ingredients. In the United States, feed producers are adopting traceable, antibiotic-free additive strategies to meet eco-certification standards. Japan is exploring precision aquaculture with an emphasis on AI-integrated feed monitoring and traceability, preparing for a surge in premium seafood exports. Buy an Exclusive copy of this Report: https://www.datamintelligence.com/buy-now-page?report=aquaculture-additives-market?u Challenges Regulatory Complexity: Different regions have distinct standards for permissible additive use, requiring manufacturers to tailor formulations for compliance. Price Volatility: Fluctuations in input costs, especially for marine-based proteins and plant extracts, impact overall pricing and margins. Low Awareness in Emerging Markets: Many small-scale fish farmers are unaware of additive benefits or lack training on proper usage, which can limit market penetration. Environmental Concerns: Improper use or overuse of certain additives may lead to waste discharge or ecological imbalance, prompting demand for sustainable, residue-free solutions. Strategic Recommendations for Stakeholders Invest in R&D for functional additives. Develop advanced prebiotics, probiotics, and enzyme-based solutions that support health, improve FCR, and align with regulatory expectations. Focus on Education & Training Deploy farmer education programs to enhance adoption in emerging markets, focusing on dosage, application, and ROI. Enhance Digital Integration Leverage IoT and AI to optimize additive delivery, improve real-time monitoring, and align feed inputs with species needs. Expand Distribution Channels Use B2B platforms, aquaculture cooperatives, and microfinancing models to increase reach in rural or underserved regions. Build Partnerships with Regulators & NGOs Collaborate on sustainability certification programs and co-develop frameworks that encourage natural additive use and discourage over-reliance on antibiotics. 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

SIAM Foundation: Certification Guide for IT Service Integration Success In today’s multi-vendor IT landscape, organizations often struggle to manage complex service ecosystems effectively. This is where Service Integration and Management (SIAM) steps in. The SIAM Foundation Certification Guide provides a structured approach to integrating multiple service providers, ensuring seamless collaboration and value delivery. It’s particularly beneficial for professionals involved in service delivery, project management, IT governance, or vendor management. https://medium.com/@dhanashrinovelvista22/siam-foundation-certification-guide-for-it-service-integration-success-464c9d41f357

What is SIAM? Complete Guide What is SIAM? Service Integration and Management, commonly known as SIAM, is a management methodology designed to help organizations manage multiple service providers and integrate them seamlessly to deliver a single, business-facing IT organization. As businesses increasingly rely on a range of external suppliers to support their IT functions, such as cloud providers, software vendors, and managed service providers, SIAM becomes critical to ensure that all services work harmoniously toward shared business goals. SIAM originated in the public sector in the UK and has now gained global traction, especially among large enterprises that operate in complex, multi-supplier environments. The primary goal of SIAM is to create a unified end-to-end service experience, even when the components of those services come from different suppliers. It focuses on establishing clearly defined roles and responsibilities, service levels, and accountability for all service providers within an ecosystem. At the heart of SIAM is the concept of a service integrator. This could be an internal function within an organization or an external partner responsible for managing all supplier relationships and ensuring that services are delivered effectively. The service integrator acts as a bridge between the customer organization and the various service providers, ensuring collaboration, communication, and continuous improvement. One of the biggest advantages of adopting SIAM is improved service quality. With centralized coordination and a clear framework for governance, organizations can reduce service disruptions, manage supplier performance more effectively, and achieve better alignment with business outcomes. SIAM also enhances transparency and helps in managing risks, compliance, and service dependencies. Implementing SIAM, however, requires a cultural shift and strong leadership. It involves changes to processes, tools, and governance structures. Organizations must also invest in building trust among all stakeholders — something that is often underestimated but critical to SIAM’s success. For professionals and organizations looking to build expertise in this area, pursuing a SIAM Certification is a valuable step. It provides a structured understanding of SIAM principles, roles, processes, and implementation strategies, making it easier to manage complex service ecosystems. In summary, SIAM provides the structure and discipline needed to manage multiple IT service providers effectively. It supports business agility, enhances service integration, and helps drive consistent value from IT services. to get more information click here: https://www.novelvista.com/blogs/it-service-management/what-is-siam

IT Infrastructure Monitoring Market | Global Industry Analysis by Fact MR The global IT infrastructure monitoring market (IT 인프라 모니터링 시장) is estimated to be valued at USD 4.4 billion in 2024 and is projected to reach USD 21.72 billion by the end of 2034. IT infrastructure monitoring is evolving into a pivotal domain as organizations increasingly recognize the importance of maintaining the health, performance, and security of their IT ecosystems. IT infrastructure monitoring solutions and services are designed to monitor, analyze, and manage various components of IT infrastructure, including networks, servers, applications, and cloud environments. As digital transformation is accelerating in several organizations, the demand for advanced IT infrastructure monitoring tools is predicted to expand at a rapid pace during the coming decade. Want Full Report? Enquire Here-https://www.factmr.com/report/it-infrastructure-monitoring-market With the growing frequency and sophistication of cyber threats, security-centric monitoring is becoming a top priority. IT infrastructure monitoring solutions integrate robust security features, including threat detection, vulnerability assessment, and compliance monitoring, to safeguard organizations against evolving cybersecurity risks. Increasing complexity of IT environments, including the integration of cloud services, edge computing, and diverse applications, is a major factor driving demand for IT infrastructure monitoring solutions to manage and optimize their diverse IT assets.