Showing posts with label Research. Show all posts
Showing posts with label Research. Show all posts

Rising Urban Population and Green Incentives Fuel China's USD 76.1 Billion Prefab Construction Surge

According to the latest market research study published by P&S Intelligence, the China prefabricated buildings market was valued at USD 40.8 billion in 2024 and is forecasted to surge to USD 76.1 billion by 2032, expanding at a strong CAGR of 8.3% during 2025–2032. This growth is primarily driven by robust government support for infrastructure development, the rapidly increasing urban population, and a growing demand for sustainable, cost-effective, and labor-efficient construction solutions.

China’s ambitious green infrastructure regulations, along with supportive initiatives such as tax incentives, low-interest loans, and green building certifications, are catalyzing the adoption of prefabrication. The government’s 14th Five-Year Plan mandates that at least 30% of new urban construction by 2025 be prefabricated, underscoring the sector’s strategic importance. Provinces like Zhejiang, Jiangsu, and Guangdong have launched pilot projects involving hospitals and schools to reinforce this approach. Furthermore, China’s urbanization rate—rising from 19% in 1980 to 64.6% in 2023, and projected to surpass 70% by 2030—is fueling the need for scalable, efficient housing and infrastructure solutions.

Key Insights

  • The panel system dominated the product segment in 2024 with a 35% market share, owing to its user-friendly assembly, flexible designs, and fast deployment, ideal for large-scale residential and commercial construction.
  • Cellular systems, featuring factory-built kitchen units and bathroom pods, are set to grow at the fastest CAGR of 8.3%, favored in sectors like healthcare and hospitality for their superior quality and efficiency.
  • Among applications, the residential sector held the largest share at 40%, supported by urban migration and government programs for affordable rental housing in top-tier cities.
  • The commercial segment is poised for the highest CAGR of 9.5%, driven by increasing demand for offices, hotels, and educational facilities, especially in cities such as Shanghai, Beijing, Shenzhen, and Chengdu.
  • Bathroom pods led the module category with a 55% share in 2024 and are projected to maintain the highest CAGR of 10%, due to their time-saving, labor-reducing features and suitability for major projects.
  • Concrete materials were the most preferred, accounting for 55% of the market, thanks to their durability, strength, and thermal efficiency, particularly in large residential and commercial structures.
  • Metal-based prefab structures will witness the fastest growth at a CAGR of 9.2%, driven by their lightweight, ease of assembly, and rising demand in warehouse and factory construction.
  • East China emerged as the dominant region, with a 35% market share in 2024 and the fastest CAGR of 8.5%, backed by favorable policies, robust infrastructure, skilled labor, and access to seaports.
  • Major cities like Shanghai, Guangzhou, and Shenzhen are key hubs, benefiting from advanced technologies, public investment, and regional subsidies for sustainable construction.
  • The market remains highly fragmented, with local players offering modular components like steel frames and panels. This fragmentation leads to diverse quality levels but fosters healthy competition.
  • Key manufacturers include CIMC Modular Building Systems, Hangxiao Steel Structure, Ningbo Deepblue Smart House, and Guangdong Linghe Composite Material, among others.
  • Recent industry developments include CIMC's modular student residence project in Hong Kong (Dec 2024), a partnership with China State Construction for modular steel structures (April 2023), and a sustainability-focused collaboration with Eternal Tsingshan Group (July 2023).
  • Notable private-sector projects such as Mini Sky City (Changsha), Unicorn Island (Chengdu), and modular housing in Shenzhen exemplify the scalability and innovation in prefabricated construction.
  • The adoption of digital tools such as Building Information Modeling (BIM) and Life Cycle Assessment (LCA) software is enhancing project efficiency, reducing full-cycle emissions, and aligning with China’s Dual Carbon Goals.
  • The construction sector emitted over 430 million tonnes of carbon in 2022, prompting aggressive government action plans to promote energy-efficient building practices across residential and commercial developments.
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Identity and Access Management Market Thrives Amid Rising Digital Threats and Regulatory Mandates

According to the latest market research study published by P&S Intelligence, the global Identity and Access Management market was valued at USD 21.56 billion in 2024, and is expected to grow at a robust CAGR of 15.2% from 2025 to 2032, reaching USD 66.31 billion by the end of the period. This expansion is driven by surging cyber threats, an increasing shift to cloud computing, and widespread adoption of bring‑your‑own‑device (BYOD) environments that demand secure and seamless identity-first access controls.

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North America currently represents the largest regional market for IAM, thanks to its advanced tech infrastructure and rigorous regulatory mandates, while Asia‑Pacific (APAC) emerges as the fastest‑growing region due to rapid digitalization and elevated cybersecurity awareness across markets such as India and China. Among industry verticals, the banking, financial services, and insurance (BFSI) segment leads in IAM adoption, whereas healthcare is witnessing the fastest growth due to the urgent need to safeguard sensitive patient data and digitized health records.

Key Insights

  • The IAM market is broken down by deployment types, with on‑premises, cloud‑based, and hybrid solutions catering to varied organizational needs. Cloud‑based platforms are gaining traction for their flexibility and cost efficiency, while on‑premises deployments remain vital for sectors demanding stringent control over infrastructure.
  • The healthcare vertical, currently undergoing rapid digital transformation, is emerging as a leading growth area. IAM solutions are vital to secure electronic health records, comply with privacy regulations and support telemedicine infrastructures.
  • On the regional front, North America dominates market share as of 2024, whereas APAC registers the highest CAGR—driven by increasing internet penetration, cloud usage, and heightened cybersecurity investments in major economies such as India and China.
  • In terms of technological advancements, IAM is evolving with zero‑trust security models, multi‑factor authentication, and identity governance frameworks that enforce continuous verification and robust access policies across cloud and hybrid environments.
  • The competitive landscape features major players such as SailPoint Technologies, Oracle, Microsoft, Broadcom, and ForgeRock, each advancing their footprint through innovations, enterprise deployments, and strategic expansions in identity governance and cloud IAM offerings.
  • Segmentation by industry vertical indicates that BFSI remains the largest consumer of IAM solutions, while healthcare is rapidly scaling its investments due to increased security mandates and patient data protection requirements.
  • As digital transformation accelerates, enterprises across sectors increasingly adopt IAM to manage identities across hybrid networks, enable seamless single sign-on (SSO), and enforce compliance policies in real time. This creates significant market opportunities for service providers and vendors offering scalable, AI‑driven identity controls.
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Rising Demand for Digital Strategy and Compliance Boosts U.S. TMT Consulting Services

According to the latest market research study published by P&S Intelligence, the U.S. TMT consulting market reached USD 6.3 billion in 2024 and is projected to grow at a robust 7.8% CAGR from 2025 to 2032, reaching approximately USD 11.3 billion by 2032.

This impressive growth is fueled by accelerating technological advancements—particularly in AI, machine learning, 5G, IoT, and blockchain—driving every major industry from IT and telecoms to healthcare, automotive, and aerospace. TMT consultants are playing a pivotal role, offering services ranging from strategy and regulatory compliance to systems integration and performance optimization. Additionally, government regulations and advancing compliance requirements are creating fresh opportunities around data security and policy-aligned business transformations.

Key Insights

  • In service segmentation, planning and consulting held the largest share at 65% in 2024, and is also forecast to grow at the fastest 9% CAGR through 2032. This reflects strong demand for advisory services in digital strategy, mergers & acquisitions, regulatory compliance, and consumer insight research.
  • Operations & maintenance and system integration remain vital components, enabling seamless deployment and upkeep of critical technologies across enterprises.
  • Within application categories, the technology segment commanded 55% of the market in 2024 and is growing the fastest, around 8.5% CAGR, driven by exploding demand for big data analytics, cybersecurity, and cloud-enabled IT infrastructure.
  • Ongoing advancements in AI/ML and 5G (including use cases like smart cities, IoT, and edge computing) are reshaping consulting priorities. Firms such as Wipro launched AI-ready enterprise platforms in February 2024, while Accenture introduced quantum-safe, AI-empowered cybersecurity tools in November 2024.
  • Cloud adoption remains a key trend: over 60% of SME workloads are hosted on cloud, with many firms combining cloud and legacy systems in hybrid architectures. PwC’s enhanced Google Cloud collaboration (April 2024) underscores this dynamic.
  • Cybersecurity and data-privacy concerns pose significant challenges; media, telecom, and tech firms are partnering with consultants to navigate regulations and defend against evolving cyber threats.
  • Regionally, the Northeast U.S.—including hubs like New York, Boston, and Washington D.C.—was the largest and fastest-growing regional market in 2024, driven by dense concentrations of tech and financial services seeking cloud, AI, big data, and cybersecurity solutions.
  • The market is highly fragmented, with major global consultancies (Deloitte, Accenture, PwC, EY, Capgemini, KPMG, BCG, McKinsey, Bain, IBM) and smaller specialist firms competing in niches such as cloud integration, AI, digital transformation, and cybersecurity.
  • Strategic partnerships are rising: Deloitte’s August 2023 tie-up with Google Cloud, PwC's April 2024 Google Cloud alliance, and Capgemini–Schneider Electric’s January 2024 eco-friendly energy initiative highlight evolving consulting ecosystems.
  • Innovation persists: In June 2024, McKinsey rolled out QuantumBlack AI solutions tailored for life sciences, retail, mining, and financial sectors. In April 2024, EY’s OpsChain Contract Manager integrated blockchain to streamline confidential agreements.
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Rising E-Commerce and Regulatory Pressure Drive Growth in U.S. Fraud Detection Software Market

According to the latest market research study published by P&S Intelligence, the U.S. fraud detection software market is experiencing robust growth, valued at USD 6.6 billion in 2024 and projected to reach USD 23.9 billion by 2032, at a remarkable CAGR of 17.6% between 2025 and 2032. This significant growth is driven by the rising sophistication of cyber threats, increased digital transactions, and stringent regulatory frameworks, such as GDPR and PCI DSS, urging businesses to adopt advanced fraud detection systems.

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Digital transformation across sectors has intensified the threat landscape. As consumers increasingly rely on online shopping and mobile wallets, the vulnerability of digital payment systems has surged. The market is responding with sophisticated solutions powered by artificial intelligence (AI), machine learning (ML), and behavioral analytics. These technologies offer real-time monitoring, predictive fraud detection, and anomaly identification, helping organizations preempt threats and protect customer data. Furthermore, compliance mandates and the increasing cost of data breaches are compelling businesses across industries to deploy effective fraud mitigation solutions.

Key Insights

  • The software segment leads the market with a 65% share in 2024, driven by high adoption in banking and retail for ML-based and real-time fraud monitoring tools.
  • Services are the fastest-growing segment, fueled by rising demand for consulting, implementation, and system optimization to tackle complex fraud scenarios.
  • On-premises deployment remains dominant among BFSI, healthcare, and defense sectors due to security and compliance requirements, while cloud-based systems are growing fastest at a 17.9% CAGR, driven by remote accessibility and cost-efficiency.
  • Large enterprises hold the largest market share in 2024, benefiting from robust infrastructure to implement comprehensive fraud detection systems. In contrast, SMEs are growing rapidly by leveraging scalable, cloud-based solutions.
  • Payment fraud detection is the top application area, focused on combating unauthorized transactions and refund fraud. Cybersecurity and data breach prevention is the fastest-growing application, expanding at an 18.0% CAGR amid increasing cyberattacks.
  • BFSI is the largest industry vertical, holding 35% of the market in 2024, as it faces a high volume of identity theft and financial fraud. Retail and e-commerce sectors are expanding rapidly, investing in tools to address refund scams and account takeovers.
  • Regionally, the Northeast leads with a 45% market share in 2024 due to the presence of major financial, IT, and public sector institutions demanding advanced fraud solutions.
  • The South is the fastest-growing region, driven by economic expansion and rising adoption of digital payments across sectors like retail and telecom.
  • The market is fragmented, with both global tech giants and niche players offering customized solutions. While smaller vendors specialize in vertical-specific tools, major firms provide integrated platforms with AI and behavioral analytics.
  • Leading companies include IBM Corporation, FICO, SAS Institute Inc., ACI Worldwide, Experian plc, NICE Ltd., LexisNexis Risk Solutions, BAE Systems, Oracle, SAP SE, Visa Inc., and Mastercard Inc.
  • Notable developments include Featurespace securing a U.S. patent in December 2024 for its AI-powered fraud detection system, and Overhaul’s launch of FraudWatch in January 2025, tailored for the shipping and logistics sector.
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Digital Shift and Compliance Mandates Drive Growth in U.S. IT Security Consulting Industry

According to the latest market research study published by P&S Intelligence, the U.S. IT security consulting market was valued at USD 18.1 billion in 2024 and is projected to expand to USD 22.1 billion by 2032, representing a CAGR of 2.7% over 2025–2032.


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The current growth is fueled by escalating cyber threats and the imperative for digital transformation, especially in industries like BFSI, healthcare, government, and IT & telecom. Stringent U.S. compliance frameworks—such as CISA, NIST, and HIPAA—are compelling organizations to invest heavily in risk assessments, incident response strategies, and penetration testing to safeguard critical digital infrastructure. Meanwhile, the adoption of cloud computing, remote work models, IoT, and AI-driven security solutions is creating fresh vulnerabilities, driving enterprises to secure expert consulting solutions to protect their evolving digital footprints.

Key Insights

  • Segmentation analysis reveals demand across a range of consulting services, including risk assessment, compliance audits, penetration testing, vulnerability assessments, and incident response—all solutions gaining traction amid rising cyber risks.
  • Regionally, the Northeast leads in market size, while the South is the fastest-growing region, reflecting geographic variance in digital maturity and investment capacity.
  • Digital transformation across industries—from cloud migration and remote work models to IoT deployments—is a fundamental catalyst, broadening security consulting demand as organizations fortify defenses against new threat surfaces.
  • The proliferation of remote work and IoT introduces novel security challenges—such as unsecured endpoints and expanded attack vectors—further accelerating the uptake of IT security consulting services.
  • Strict regulatory mandates—including CISA guidelines, NIST frameworks, and HIPAA standards—are driving budget allocations toward compliance-focused consulting, especially in highly regulated sectors like healthcare, finance, and public services.
  • Organizations in sectors handling sensitive data (e.g., BFSI, healthcare, government) demonstrate heightened willingness to engage consulting partners for tailored cybersecurity solutions.
  • Technology-wise, providers are integrating AI and automation into consulting offerings, enabling advanced threat detection, real-time incident response, and proactive defense mechanisms.
  • The evolving competitive landscape is marked by fragmentation, with numerous consulting firms offering niche expertise—spanning compliance, cloud security, and managed detection & response—creating an opportunity for differentiation.
  • Rapidly emerging small- and mid-size consulting firms are agilely serving regional and sector-specific demand, particularly in the dynamic South region.
  • Market leaders—such as top cybersecurity consultancies and IT integrators—are leveraging acquisitions, partnerships, and product enhancements to capture market share and expand their service portfolios.
  • Future opportunities are abundant in cloud security consulting, remote workforce protection, IoT security assessments, and bespoke AI-enhanced threat solutions—areas enterprises are actively investing in to strengthen cybersecurity posture.
  • Consulting firms adopting a holistic services approach—blending assessment, compliance, incident response, and managed services—are better positioned to seize growing demand.
  • As cyber threats persist and regulatory pressure intensifies, the consulting market is expected to remain a crucial enabler for enterprise resilience and compliance.
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Fintech Innovation and Financial Inclusion Propel U.S. Loan Servicing and Check Cashing Sector Growth

According to the latest market research study published by P&S Intelligence, the U.S. loan administration, check cashing, and other services market was valued at USD 25.1 billion in 2024, and is forecast to reach USD 31.7 billion by 2032, growing at a CAGR of 3.1% between 2025 and 2032.

This steady expansion is driven by a surge in digital finance adoption, the gig economy boom, and heightened demand for efficient loan servicing and check cashing solutions. Evolving regulatory frameworks and technological innovations—particularly in AI-enabled analytics and mobile platforms—are reshaping how services are delivered, with digital tools making loan management and instant cash services more accessible. Moreover, strategic investments in financial inclusion by both public and private sectors have broadened consumer outreach and deepened market penetration.

Key Insights

  • Loan administration leads the market—accounting for 70% market share—underpinned by complex compliance requirements, high mortgage volumes, and rising interest rates. Fintech firms are spearheading advancements with AI-powered support, automated collections, and predictive risk analytics; for instance, Fiserv invested over USD 600 million in its digital servicing business in 2023.
  • The Southern U.S. is the dominant region, with a 40% share, fueled by high underbanked populations and widespread payday lending activity, especially in states with less stringent regulations such as Texas. Meanwhile, the Western region is the fastest-growing, reflecting strong digital adoption and shifting demographics.
  • Consumer preferences have shifted sharply: mobile deposits are rising while traditional check cashing declines. Over 60% of bank account holders now use mobile apps for deposit and payment tasks.
  • Alternative credit scoring models—leveraging digital footprints and transaction behavior—are enabling evaluation of over 19 million adults previously excluded from conventional credit channels.
  • Bilingual and culturally tailored financial services are on the rise: nearly 80 million U.S. residents speak English as a second language, prompting service providers to offer multilingual platforms.
  • Economic uncertainty—fluctuating mortgage rates (e.g., from 2.7% in 2020 to over 5.6% in 2025), Federal Reserve policy tightening, and an unstable job market—has elevated demand for flexible, non-bank financial solutions.
  • Demographic trends such as rapid urbanization and gig economy expansion are reshaping service models. Providers are innovating around product design, branching strategies, and personalized offerings to better serve underbanked and transient populations.
  • The market structure remains fragmented, with traditional banks, fintech platforms, alternative financial service providers (AFSPs), and retail/third‑party entities vying for presence. Leading players include Federal National Mortgage Association, Navient, Nelnet, PAYOMATIC, Western Union, MoneyGram, and Advance America.
  • Recent competitive movements include Navient’s student loan servicing transfer to MOHELA in May 2024 (involving 899 staff), and Gallant Capital’s February 2025 acquisition of Navient’s government services division.
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U.A.E. Renovation Market Growth Fueled by Strong Demand in Dubai and Technological Advancements

According to the latest market research study published by P&S Intelligence, the U.A.E. construction & renovation market is experiencing significant growth, with an estimated revenue of USD 32.4 billion in 2024. This market is projected to expand at a compound annual growth rate (CAGR) of 4.7%, reaching approximately USD 42.6 billion by 2030. This growth is driven by several factors, including the evolving preferences of consumers, particularly the expatriate population, a large number of aging structures, and the arrival of advanced building technologies.

Renovation activities in the UAE encompass various aspects of a building, such as design, exteriors, and finishing, aiming to upgrade, improve, and restore existing properties. The increasing demand for renovation is attributed to rising property prices, improving lifestyles, and the adoption of new technologies. Notably, in Q1 2024, Dubai witnessed a 21% annual rise in both rental and sale prices, while Abu Dhabi experienced a 7% increase in sale prices and a 4% rise in rental prices compared to Q1 2023.

Key Insights

  • The UAE construction renovation market is projected to grow from USD 32.4 billion in 2024 to USD 42.6 billion by 2030, with a CAGR of 4.7% during the forecast period.
  • The market is highly fragmented due to the presence of numerous local, regional, and international players, with low barriers to entry encouraging diverse participation.
  • Dubai is the largest and fastest-growing emirate in the renovation market, driven by its dynamic real estate sector and increasing demand for property upgrades.
  • The residential sector holds the largest application share, with a growing emphasis on enhancing living spaces to meet evolving consumer expectations.
  • Integration of advanced technologies, such as smart home appliances and building management systems, is a key trend in the market, enhancing convenience, security, and energy efficiency.
  • The expatriate population's interest in luxury and modern living solutions is driving the acceptance and demand for high-end renovation services.
  • The adoption of sustainable and energy-efficient building practices is gaining momentum, aligning with global trends towards environmental responsibility.
  • Government initiatives and infrastructure projects are contributing to the growth of the renovation market, providing opportunities for modernization and development.
  • The increasing cost of new properties is prompting property owners to invest in renovations as a cost-effective alternative to purchasing new homes.
  • The market's growth is also supported by the availability of skilled labor and advanced construction materials, facilitating efficient and high-quality renovation projects.
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Al-Riyadh Leads Rapid Expansion in Saudi Arabia Scaffolds Erection Industry

According to the latest market research study published by P&S Intelligence, the Saudi Arabian scaffolds erection market is poised for significant growth, with projected revenues reaching USD 426.1 million in 2024 and an anticipated CAGR of 5.0% from 2025 to 2030, culminating in USD 567.5 million by 2030. This growth is largely driven by the Kingdom's rapid urbanization and the surge in construction activities aligned with its Vision 2030 initiative.

Scaffolding, essential for supporting construction workers, is typically constructed from metal and wood planks. The increasing complexity and scale of construction projects, including high-rise buildings and infrastructure developments, are amplifying the demand for advanced scaffolding solutions. Notably, the Al-Riyadh province stands out as both the largest and fastest-growing market for scaffolds erection, reflecting its central role in the nation's construction boom.

Key Insights

Segmentation Analysis

·         The market is segmented by material into steel, aluminum, and wood, catering to diverse construction needs.

·         By type, scaffolding is categorized into supported, suspended, and rolling, each serving specific project requirements.

·         End-user segments include construction, temporary stages, and electrical maintenance, with construction being the predominant sector driving demand.

Regional and Geographical Trends

·         Al-Riyadh province emerges as the largest and fastest-growing market, underscoring its pivotal role in the country's infrastructural development.

·         The consolidated nature of the market indicates a concentration of major players, particularly in key provinces like Al-Riyadh.

Technological Advancements Shaping the Market

·         Integration of Internet of Things (IoT) and smart technologies into scaffolding systems is a significant trend.

·         Sensors are employed to monitor operational factors such as load, stability, and temperature, transmitting real-time data to central control systems for analysis.

·         Automation and remote control capabilities are being adopted, allowing scaffolds to be erected remotely, thereby reducing manual labor and enhancing construction efficiency.

Competitive Dynamics, Major Players, and Emerging Opportunities

·         The market is consolidated, with a few major players holding significant shares, indicating a competitive landscape with high entry barriers.

·         Local players exist but maintain smaller market shares, suggesting opportunities for partnerships or niche market targeting.

·         The ongoing urbanization and infrastructure projects present ample opportunities for companies to innovate and expand their market presence.

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Data Loss Prevention Software Demand Soars in U.S. Amid Rising Data Breach Concerns

According to the latest market research study published by P&S Intelligence, the U.S. data loss prevention software market is poised for significant expansion, with its value projected to rise from USD 0.6 billion in 2024 to USD 3.2 billion by 2032, reflecting a robust CAGR of 23.7% during the forecast period. This growth is driven by the escalating need for organizations to safeguard sensitive data against theft, leakage, and breaches.

The increasing frequency of cyberattacks and high-profile data breaches has underscored the importance of robust data protection measures. Organizations are recognizing the severe consequences of data loss, including financial setbacks, reputational damage, and legal implications. As a result, there is a heightened focus on implementing comprehensive DLP solutions to mitigate these risks.

Key Insights

The market is segmented by offering into solutions and services. Solutions encompass encryption, centralized management, policy enforcement, web and email protection, cloud storage security, and incident response workflows.

Deployment models include on-premises and cloud-based solutions. The shift towards cloud-based DLP solutions is notable, driven by the scalability and flexibility they offer to organizations.

Application-wise, encryption holds the largest share, highlighting the critical role of data encryption in preventing unauthorized access and ensuring data integrity.

Enterprises of all sizes are investing in DLP solutions. Small and medium-sized enterprises (SMEs) are increasingly adopting these tools to protect against data breaches, while large enterprises continue to enhance their existing security frameworks.

Vertically, the BFSI sector leads in DLP adoption, given the sensitive nature of financial data. Other significant sectors include IT and telecommunications, healthcare, manufacturing, government, and energy and utilities.

Geographically, the Northeast region dominates the market, both in terms of size and growth rate, attributed to the concentration of financial institutions and tech companies that prioritize data security.

The Bring Your Own Device (BYOD) trend is influencing the market, as organizations seek DLP solutions that can secure data across diverse devices and endpoints.

The increasing reliance on cloud services necessitates advanced DLP tools capable of monitoring and protecting data in cloud environments.

The market is characterized by fragmentation, with numerous players offering specialized DLP solutions tailored to various industry needs.

Regulatory compliance requirements, such as GDPR and HIPAA, are compelling organizations to adopt DLP solutions to ensure adherence to data protection standards.

The integration of artificial intelligence and machine learning in DLP solutions is enhancing threat detection capabilities, enabling proactive responses to potential data breaches.

The rise of remote work has expanded the attack surface for cyber threats, prompting organizations to implement DLP solutions that can secure data beyond traditional office boundaries.

Continuous advancements in DLP technologies are enabling real-time monitoring and response, providing organizations with the tools to swiftly address data security incidents.

Partnerships and collaborations among DLP vendors and other cybersecurity firms are fostering the development of comprehensive security ecosystems.

The growing awareness of the value of data as a critical asset is driving investments in DLP solutions to protect intellectual property and maintain competitive advantage.

Educational initiatives and training programs are being implemented to ensure that employees understand data security protocols, complementing technological solutions in preventing data loss.

The market is witnessing increased demand for user-friendly DLP solutions that can be seamlessly integrated into existing IT infrastructures without disrupting operations.

Customer trust and brand reputation are increasingly linked to data security practices, motivating organizations to adopt robust DLP measures.

The evolution of cyber threats necessitates continuous innovation in DLP solutions to address emerging vulnerabilities and attack vectors.

Government initiatives and funding are supporting the development and deployment of advanced DLP technologies, particularly in critical infrastructure sectors.

The convergence of DLP with other cybersecurity domains, such as identity and access management, is creating integrated solutions that offer comprehensive protection against data breaches.
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U.S. ERP Software Market Growth Accelerates: A Deep Dive into Trends, Technologies, and Opportunities

According to the latest market research study published by P&S Intelligence, the U.S. enterprise resource planning software market is on a significant growth trajectory, with a projected expansion from USD 12.6 billion in 2024 to USD 16.8 billion by 2032, exhibiting a Compound Annual Growth Rate (CAGR) of 3.7%. This growth is attributed to the increasing demand from businesses seeking to streamline operations, improve efficiency, and support data-driven decision-making. ERP software helps organizations manage and automate various business functions, such as finance, supply chain, inventory management, and human resources, in a unified system.

One of the key factors driving the market’s growth is the ongoing digital transformation across industries. As businesses continue to adopt advanced technologies, ERP solutions have evolved to incorporate cutting-edge features like artificial intelligence (AI), machine learning, and the Internet of Things (IoT). These advancements enhance the functionality of ERP systems, enabling businesses to make real-time decisions and gain predictive insights, thus optimizing their operations.

Additionally, cloud-based ERP systems are becoming increasingly popular due to their ability to provide scalable, cost-effective solutions for businesses of all sizes. Cloud ERP reduces the need for businesses to invest heavily in on-premise infrastructure, offering the flexibility of accessing the system remotely and minimizing upfront costs. This, combined with the growing trend toward remote and hybrid work environments, has driven the adoption of cloud ERP systems, particularly among small and medium-sized businesses (SMBs).

Furthermore, the demand for ERP systems is also supported by regulatory requirements and compliance mandates in industries such as healthcare, manufacturing, and finance. ERP systems help organizations adhere to these regulations while ensuring efficient management of their day-to-day operations. As these industries continue to face pressure to meet compliance standards, the role of ERP software becomes even more critical.

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Key Insights

Segmentation Analysis

Deployment Type

On-premises ERP solutions currently hold the largest market share due to their adoption by large enterprises in industries such as manufacturing and finance, where regulatory requirements and security concerns demand more control over systems. However, cloud-based ERP systems are the fastest-growing segment, expected to dominate the market by 2032 due to their flexibility, lower initial investment, and ease of scalability. Cloud ERP systems are particularly favored by small and medium-sized businesses looking for affordable and efficient solutions.

Function-Specific Adoption

The finance function remains the dominant area of ERP adoption, primarily driven by the need for robust financial management, compliance, and reporting features. The ability to automate financial processes, such as payroll, invoicing, and budgeting, is a major factor in the widespread use of ERP systems in the finance department. The supply chain management function is another area seeing significant growth, driven by the need for real-time tracking, optimization, and visibility across the entire supply chain. ERP systems help businesses reduce operational costs, improve procurement efficiency, and manage inventory better.

Regional and Geographical Trends

The U.S. ERP market shows distinct regional variations. The Western U.S. remains the largest market for ERP software, with major tech hubs like California and Washington driving adoption. This region is home to several large technology firms that benefit from advanced ERP solutions for their global operations. On the other hand, the Southern U.S. is experiencing the highest growth rate, with businesses in this region increasingly adopting cloud-based ERP systems to address the needs of small and medium-sized enterprises (SMEs).

Other regional drivers include the Midwest and Northeast, where manufacturing and retail sectors are ramping up ERP system implementations to address complex supply chain and logistics challenges.

Technological Advancements

AI and machine learning integration within ERP systems are enabling organizations to automate routine tasks, enhance data analytics, and improve decision-making. Predictive analytics, powered by AI, help businesses forecast demand, optimize inventory levels, and make better procurement decisions. Additionally, the integration of IoT with ERP systems enables real-time data collection from connected devices, improving efficiency in manufacturing, logistics, and asset management.

Other advancements in ERP technology include mobile ERP solutions, which provide users with the flexibility to access critical business data remotely. As more companies embrace remote and hybrid working models, the demand for mobile ERP solutions has increased, enabling employees to stay connected and make decisions on the go.

Competitive Dynamics

The U.S. ERP market is highly competitive, with both established ERP vendors and emerging companies vying for market share. Leading players in the market include SAP, Oracle, Microsoft, and Infor, which offer comprehensive ERP solutions that cater to a wide range of industries and business sizes. These companies are continuously enhancing their offerings by incorporating new features such as AI, machine learning, and IoT.

Meanwhile, smaller ERP vendors are carving out a niche by offering specialized solutions for specific industries such as healthcare, manufacturing, and retail. These vendors are also focusing on providing cloud-based ERP systems, which are gaining traction among SMBs looking for affordable solutions.

Emerging Opportunities

The healthcare industry is emerging as one of the fastest-growing verticals for ERP adoption. Healthcare organizations are adopting ERP solutions to streamline their operations, manage patient data efficiently, and ensure compliance with healthcare regulations. As the healthcare sector increasingly moves toward digital transformation, ERP systems are becoming essential for managing everything from patient records to supply chain operations.

The manufacturing sector remains the largest adopter of ERP systems due to its complex operations, supply chain management needs, and compliance requirements. The growing demand for Industry 4.0 technologies, including smart factories and automation, is further driving the need for ERP solutions in this sector.

The retail sector is also experiencing strong growth in ERP adoption, as businesses require advanced solutions to manage their inventory, track customer data, and improve overall supply chain visibility. As e-commerce continues to rise, retailers are increasingly relying on ERP systems to stay competitive and deliver better customer experiences.

In conclusion, the U.S. ERP Software Market is set for continued growth, with technological advancements and shifting business needs driving adoption across various sectors. As companies seek greater efficiency, automation, and regulatory compliance, ERP systems will remain a critical tool in the modern business landscape.
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Al-Riyadh Leads Saudi Real Estate Market with 40% Share

According to the latest market research study published by P&S Intelligence, the Saudi Arabian real estate market is poised for significant growth, with projected revenues reaching USD 7,021.3 million in 2024 and an anticipated CAGR of 8.3% through 2030, culminating in a market size of USD 11,311.4 million. This expansion is fueled by factors such as rapid urbanization, evolving lifestyles, a surge in e-commerce activities, favorable interest rates, and increased infrastructure development. Government initiatives under Vision 2030, aimed at diversifying the economy and promoting urban development, are also playing a pivotal role in propelling the real estate sector forward.​

The residential segment, in particular, is experiencing robust growth. Notably, apartment prices in key cities like Riyadh and Jeddah witnessed significant increases in 2021, with Riyadh seeing a 17% rise and Jeddah a 12% uptick compared to the previous year. This trend underscores the escalating demand for housing, driven by demographic shifts and rising disposable incomes.​

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Key Insights

Segmentation Analysis

The residential real estate category is projected to grow at the highest CAGR of 8.6% during 2024–2030, maintaining its position as the largest market segment.​

Within property sizes, the 5,000–50,000 sq m category holds the largest market share at 50% in 2024, encompassing a diverse range of residential, commercial, and mixed-use developments.​

In terms of booking modes, sales dominate the market and are expected to grow at the highest CAGR of 8.7% during the forecast period, driven by population growth and increasing disposable incomes.​

Regional and Geographical Trends

Al-Riyadh province leads the market with a 40% share in 2024, attributed to a growing number of real estate projects and luxurious apartments.​

The Eastern Region is the fastest-growing market, advancing at a CAGR of 8.9% during 2024–2030, propelled by rapid urbanization and population growth.​

Cities like Dammam, Khobar, and Dhahran in the Eastern Province are key industrial and commercial hubs, attracting significant investment in various real estate sectors.​

Technological Advancements Shaping the Market

The adoption of digital solutions is a prominent trend, enhancing operational efficiency and customer experiences.​

Online platforms such as Saudi Property and Aqarmap have gained popularity, facilitating property searches and connections with developers and agents.​

Technologies like 3D visualization and virtual tours are being utilized to offer realistic property views, reducing the need for physical visits.​

Artificial intelligence and data analytics are employed to analyze property rates and market trends, providing personalized recommendations and aiding stakeholders in strategic decision-making.​

Competitive Dynamics, Major Players, and Emerging Opportunities

The Saudi Arabian real estate market is moderately fragmented, with a mix of domestic and international players.​

Key domestic companies include Dar Al Arkan Real Estate Development Company, Jenan Real Estate Company, and Jabal Omar Development Company.​

International developers like Emaar Properties are also actively engaged in major projects within the country.​

The government's investment in megaprojects such as NEOM, King Salman Park, and the Red Sea Project presents lucrative opportunities for real estate development and investment.​

Challenges such as housing scarcity and regulatory constraints on mortgages persist, impacting supply and demand dynamics and potentially contributing to price volatility.​
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Saudi Arabia Seismic Services Market Grows with Advanced Survey Technologies

According to the latest market research study published by P&S Intelligence, the Saudi Arabian seismic services market is projected to generate an estimated revenue of USD 167.8 million in 2024 and is expected to reach USD 193.8 million by 2030, reflecting a compound annual growth rate (CAGR) of 2.4% during the forecast period.

This growth is primarily driven by increased investments in the oil and gas sector, the adoption of advanced seismic technologies, and a rising number of deepwater exploration projects. Seismic services are crucial for the exploration and production (E&P) of oil and gas resources, enabling companies to mitigate risks and optimize drilling operations.

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Key Insights

Segmentation Analysis:

By Service Type: The market encompasses various services, including seismic surveys, data acquisition, interpretation, reservoir monitoring, and seismic hazard assessment. Among these, seismic surveys hold a significant share due to their fundamental role in identifying subsurface structures.

By Technology: Technological segmentation includes 2D, 3D, and 4D seismic surveys. The adoption of 4D seismic technology is gaining traction as it allows for the visualization and monitoring of fluid movements and reservoir dynamics over time, enhancing reservoir management and decision-making processes.

By Deployment Type: The market is divided into onshore and offshore deployments. Onshore seismic services dominate the market, attributed to the extensive onshore oil and gas reserves in Saudi Arabia. However, offshore deployments are anticipated to grow steadily with increasing deepwater exploration activities.

By End User: The primary end users are the oil and gas industry, mining, and renewable energy sectors. The oil and gas industry remains the largest consumer of seismic services, driven by continuous exploration and production activities.

Regional and Geographical Trends:

The Eastern Region of Saudi Arabia holds the largest market share, owing to the concentration of major oil fields and ongoing exploration projects in this area.

The Northern Borders region is expected to witness the fastest growth rate during the forecast period, spurred by new exploration initiatives and investments in untapped reserves.

Technological Advancements Shaping the Market:

The integration of advanced imaging technologies, such as 3D and 4D seismic surveys, has revolutionized subsurface exploration by providing more accurate and detailed images of geological formations.

The adoption of the multi-client approach in seismic services allows multiple companies to share seismic data, reducing costs and encouraging collaborative exploration efforts.

Competitive Dynamics, Major Players, and Emerging Opportunities:

The Saudi Arabian seismic services market is fragmented, with several key players operating, including Schlumberger Limited, PGS ASA, ION Geophysical Corporation, SAExploration, BGP Inc., ARGAS, and Saudi Aramco. Many companies conduct seismic surveys in-house and collaborate with international service providers for specialized projects to maintain a competitive edge.

Emerging opportunities lie in the increasing government investments in exploration activities to identify and exploit natural resources, such as oil and gas. Seismic services play a pivotal role in these initiatives by helping companies recognize potential locations for exploration and development.

The evolving regulatory environment, particularly concerning permits and compliance, presents challenges for market players. Companies conducting seismic surveys may need various approvals and permits from the government, related to land access and environmental conservation, which can be complex and time-consuming.

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U.S. BaaS Market Poised for Rapid Growth, Driven by Tech and Regulation

According to the latest market research study published by P&S Intelligence, the U.S. banking-as-a-service (BaaS) market, valued at USD 1.3 billion in 2024, is set to experience robust growth, projected to reach USD 8.5 billion by 2032, with a remarkable CAGR of 26.6%. The growing trend of integrating banking services into non-financial platforms, alongside advancements in artificial intelligence (AI) and FinTech, is fueling this expansion. Additionally, government regulations, such as special-purpose FinTech charters by the Office of the Comptroller of the Currency (OCC), are enhancing collaboration between traditional banks and FinTech companies, thereby boosting the BaaS ecosystem.

Key technological innovations and a favorable regulatory landscape are driving significant adoption across industries, as businesses seek new revenue sources and improved customer service offerings.

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Key Insights

The U.S. BaaS market is segmented into API-based and cloud-based products, with the cloud-based category holding the largest market share of 65% in 2024. Cloud-based solutions are expected to grow at the highest rate (27.0% CAGR) due to their ability to reduce infrastructure costs and enhance flexibility for businesses.

BaaS platforms are gaining traction across multiple industries, enabling non-bank entities such as airlines and retail giants to offer financial products like mobile bank accounts, debit cards, and loans without needing to secure a banking license.

The platform segment dominated in 2024, representing 60% of the market share, while services are expected to grow at a faster rate during the forecast period. Services provided by BaaS vendors include platform deployment, maintenance, and authentication support, which are essential for seamless integration and operational efficiency.

The market is driven by large enterprises, which currently hold the majority share due to their financial strength and broad customer base. However, small and medium enterprises (SMEs) are projected to experience the fastest growth, enabled by API-driven solutions that lower the barriers to accessing banking services.

The integration of artificial intelligence (AI) into BaaS platforms is a key technological advancement, improving the customer experience with enhanced automation, data analytics, and predictive capabilities.

The Federal Deposit Insurance Corporation (FDIC) and regulatory initiatives like Tech Sprints are ensuring that BaaS solutions meet resilience standards against cybersecurity threats, positioning the market for long-term success.

The Northeast region is not only the largest but also the fastest-growing market, driven by its concentration of FinTech and tech-based companies seeking to leverage BaaS solutions for innovation and customer acquisition.

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Rapid Growth Expected in U.S. Cloud Security Software Market by 2032

According to the latest market research study published by P&S Intelligence, the U.S. cloud security software market, valued at USD 19.3 billion in 2024, is set to experience substantial growth, with a projected CAGR of 18.1%, reaching USD 72.5 billion by 2032. This rapid expansion is largely driven by the increasing adoption of cloud-based data storage, with businesses of all sizes benefiting from its flexibility and cost-effectiveness. However, this shift has also led to a rise in security concerns, prompting greater demand for robust cloud security solutions. As businesses embrace remote work and "bring your own device" (BYOD) policies, securing cloud environments has become more critical than ever. Additionally, the implementation of stringent data compliance regulations is further accelerating the need for comprehensive security measures.


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Key Insights

Segmentation Analysis:

The largest segment in the U.S. cloud security software market is Identity and Access Management (IAM), generating USD 6.7 billion in revenue in 2024. IAM solutions are critical as businesses need secure access to cloud resources, especially in remote and hybrid work environments.

Cloud Encryption is the fastest-growing segment, driven by the increasing need to protect sensitive data stored in the cloud. Encryption technology transforms data into complex codes, ensuring only authorized users can access it.

The Solution category dominates the market, with organizations relying on Cloud Access Security Brokers (CASB) and Cloud Workload Protection Platforms (CWPP) for regulatory compliance and security management. However, the Service category, particularly managed and professional services, is growing at a CAGR of 18.5%, reflecting the need for expert guidance in handling complex cloud security setups.

Regional and Geographical Trends:

The West region currently holds the largest market share, driven by its high concentration of tech companies and cloud service providers. Meanwhile, the South is emerging as the fastest-growing region, benefiting from increasing cloud adoption and a surge in cybersecurity investments.

Technological Advancements Shaping the Market:

Zero-Trust Security Models are gaining traction in response to the rising security risks posed by remote and hybrid work models. This approach assumes no user, device, or system is inherently trusted, requiring constant authentication and monitoring. This model is essential for multi-cloud and hybrid environments, providing a more agile and reactive cybersecurity solution.

Cyberattack Growth is driving the need for enhanced cloud security. With increasing incidents of ransomware, phishing, and advanced persistent threats targeting cloud platforms, organizations are increasingly turning to cloud security solutions to prevent breaches and data loss.

Competitive Dynamics and Emerging Opportunities:

The U.S. cloud security software market remains fragmented, with numerous players competing to provide innovative solutions that address evolving cybersecurity challenges. Major players are increasingly integrating advanced features such as AI and machine learning into their security offerings to detect and respond to threats more effectively.

There is a significant opportunity for companies providing managed services to meet the demand for continuous monitoring, data backup, recovery, and compliance support, particularly among small and medium-sized enterprises (SMEs) struggling with in-house cloud expertise.

This growing demand for cloud security solutions, fueled by technological advancements, regulatory requirements, and the evolving threat landscape, presents a wealth of opportunities for industry stakeholders across the U.S.
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Cloud Enterprise File Synchronization and Sharing Solutions Drive Market Growth Worldwide

The global enterprise file synchronization and sharing (EFSS) market is poised for significant growth, with projected revenues escalating from USD 14.0 billion in 2024 to USD 113.0 billion by 2032. This substantial increase corresponds to a compound annual growth rate (CAGR) of 29.7% during the forecast period.

A key driver of this expansion is the escalating need for secure data management solutions. Organizations are increasingly prioritizing privacy and data protection, leading to the adoption of EFSS platforms that offer robust security features, including access controls, encryption, and comprehensive audit trails.

Additionally, the demand for cloud-based EFSS solutions is surging due to their cost-effectiveness, scalability, and seamless integration capabilities. These solutions facilitate real-time collaboration and are easily deployable, making them attractive to enterprises aiming to enhance operational efficiency.

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Key Insights

Segmentation Analysis

The EFSS market is segmented by offering into software and services. The software segment includes integrated solutions that provide functionalities such as file storage, sharing, and collaboration tools. The services segment encompasses professional services like consulting, integration, and maintenance, which support the effective implementation and operation of EFSS solutions.

Application Diversity

EFSS applications are diverse, catering to various business needs. Key applications include document collaboration, which is the largest application category, enabling teams to work together efficiently on shared documents. Other applications involve file storage and backup, content management, mobile access and productivity, and analytics and reporting, all contributing to enhanced business processes.

Regional Trends

North America currently holds the largest market share, attributed to the early adoption of advanced technologies and the presence of major EFSS providers. Meanwhile, the Asia-Pacific region is anticipated to experience the fastest growth, driven by increasing digitalization efforts and the rising need for secure data management solutions across various industries.

Technological Advancements

The integration of EFSS platforms with other enterprise applications, such as Slack and Microsoft Teams, is a notable trend. This integration facilitates the creation of modern digital workspaces, allowing users to share, access, and collaborate on documents directly within their workflow applications, thereby enhancing productivity and user experience.

Competitive Landscape

The enterprise file synchronization and sharing (EFSS) market features a competitive landscape with the presence of several major players driving innovation and growth. Below are the top 10 key players in the market:

  1. Citrix Systems Inc.
  2. Dropbox Inc.
  3. Microsoft Corporation
  4. Google LLC
  5. Thomson Reuters Corporation
  6. IBM Corporation
  7. Broadcom Inc.
  8. Acronis International GmbH
  9. Thru Inc.
  10. Kiteworks USA LLC
  11. Syncplicity LLC
  12. Egnyte Inc.       
The EFSS market's robust growth trajectory underscores the increasing importance of secure and efficient file synchronization and sharing solutions in the modern enterprise landscape. As organizations continue to prioritize data security and operational efficiency, the adoption of advanced EFSS platforms is expected to rise, fostering further innovation and competition within the market.
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Saudi Arabia's Electrical and Telecommunications Wiring Market Set for Strong Growth by 2030

The Saudi Arabian electrical and telecommunications wiring market is set to reach USD 5,786.3 million by 2024, with a projected CAGR of 7.9%, growing to approximately USD 9,141.2 million by 2030. This expansion is primarily driven by significant urban development projects in cities like Al-Riyadh, Jeddah, and Dammam, which are designed to meet the infrastructure demands of the country's rapidly growing population.

The rising adoption of high-speed internet, digital connectivity, and 5G technology has greatly increased the need for advanced telecommunications wiring, particularly fiber optics. These trends are in line with Saudi Vision 2030, which aims to modernize and advance the country’s technological landscape.

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Key Insights:

  • Segmentation Analysis:
    The market is divided into electrical and telecommunications wiring, with electrical wiring commanding a dominant share due to its extensive use in residential, commercial, and industrial sectors.
    • Residential Sector: The primary driver for demand, fueled by growing housing needs and ongoing large-scale housing projects.
    • Telecommunications Wiring: Fiber optic cables are in high demand, particularly for 5G infrastructure and broadband expansion.
  • Regional Trends:
    Al-Riyadh leads both in market size and growth rate, largely due to substantial commercial and industrial development. The Vision 2030 projects are driving significant demand for wiring in the region.
  • Technological Advancements:
    The introduction of 5G networks and the expansion of fiber optic infrastructure are central to the market’s growth. Furthermore, the rise of smart grid technologies is enhancing energy efficiency and driving the demand for electrical wiring.
  • Competitive Dynamics:
    Key players in the market include Prysmian S.p.A., Nexans S.A., CommScope Holding Company Inc., and Panduit Corp., which are expanding their presence through partnerships. Local manufacturers are also emerging as strong competitors, meeting the domestic market's demand.
The Saudi Arabian electrical and telecommunications wiring market is poised for significant growth, fueled by urbanization, technological advancements, and strategic industry initiatives.
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Rising Cyber Threats Propel Saudi Arabia’s Cybersecurity Market to New Heights by 2030

The Saudi Arabian cybersecurity market will generate an estimated revenue of USD 672.4 million in 2024, which is expected to witness a CAGR of 14.0% during 2024–2030, to reach USD 1,477.2 million by 2030. Some of the primary factors that are expected to enhance the growth of this market include further digitalization, government policies, and the use of Vision 2030.


Saudi Arabia’s Vision 2030 is intended to introduce a variety of changes and diversifications that will help the country to decrease the dependence on the oil and gas sector by investing in infrastructure, e-commerce, healthcare, and innovative technologies. 

This is due to the fact that these industries are practically vulnerable to cyber attacks and traditional ways of protection are inadequate in recognizing new wave cyber threats. AI and machine learning, IoT and security, Information Security, and quantum computing are some of the new technologies in cybersecurity. 

Machine learning and artificial intelligence are the two most preferred technologies among them due to their ability to offer deep data analysis in conjunction with comprehensive real-time threat detection. This results into branding of the cyberspace and consequently detection of the lurking cyber threats in an early and accurate manner.

On- line privacy and security are a high priority for Saudi Arabian citizens as well as information that is considered confidential for the country. The following are the government laws and regulations they include but not limited to PDPL, Anti-Cyber Crime Law, SAMA CSF and NDMA.

Key Insights 

 Software is the largest category, holding a share of 55% in 2024.

 Advanced Metering Infrastructure (AMI) is the largest subcategory within software.

 AMI includes communication networks, data management systems, and smart meters.

 Enables bi-directional energy flow and integrates Distributed Energy Resources (DERs).

 Used for measuring and optimizing renewable energy transmission.

 Hardware category is significantly growing.

 Smart meters are rapidly growing within hardware.

 Provide insights about power consumption to consumers and utilities.

 Distribution is the largest category, holding a share of 45% in 2024.

 Fastest-growing category, advancing at a CAGR of 18.7% during 2024–2030.

 Power plants generate high voltages; low-voltage distribution lines reduce losses.

 Power distribution networks include feeders, substations, and transformers.

 Smart grid network brings intelligence to the distribution process.

 Wireless category is the faster-growing category.

 Advancing at a CAGR of 18.8% during 2024–2030.

 Most-advanced technology for communication at substations.

 Enables safe, dependable, low-latency bi-directional transfer infrastructure.

 Cost-effective, secure transmission of data, higher bandwidth.

 Al-Riyadh is the fastest-growing province.

 Advancing at a CAGR of 18.9% during 2024–2030.

 Rapid construction of commercial and residential buildings driving smart meter deployment.

 Al-Jouf province is the largest in terms of smart grid network usage.

 Presence of a huge solar power plant driving extensive use of smart grid networks.

 ENOWA, an energy utility company headquartered in Saudi Arabia, announced a high-voltage smart grid for NEOM in December 2023.

 CHINT showcased advanced microgrid solutions for large industrial parks at the Saudi Arabia Smart Grid Conference (SASG 2023) in December 2023.

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