In 2024 the NMDOT and its contractor, Fugro inc. began an roadway asset collection. This collection concluded at the end of 2024. Using LiDAR (Light Detection and Ranging), 24 different assets were collected. This asset collection used terrestrial based LiDAR mounted on top of Fugro's Automated Road Analyzer (ARAN) Van. This is not a survey grade LiDAR unit however, its positional accuracy is within 12 inches . The LiDAR could "see" approximately 60 feet from the LiDAR head unit. LiDAR is a method for determining distances by targeting an object or a surface with a laser and measuring the time for the reflected light to return to the receiver. This process results in a 360 degree profile with in millions of "points" in each pass with a scan rate of 250 lines per second.

Asset Tagging Software Market Outlook

According to our latest research, the global asset tagging software market size reached USD 3.2 billion in 2024, demonstrating a robust growth trajectory. The market is expected to expand at a CAGR of 12.6% from 2025 to 2033, culminating in a forecasted market value of USD 9.5 billion by 2033. This growth is fueled by the increasing need for real-time asset tracking, enhanced inventory management, and compliance requirements across diverse industries. As organizations worldwide focus on digital transformation and operational efficiency, the adoption of asset tagging software is witnessing significant momentum.

One of the primary growth drivers of the asset tagging software market is the escalating demand for automated asset management solutions across various sectors. Organizations are under constant pressure to optimize their asset utilization, reduce losses, and improve accountability. Asset tagging software offers a comprehensive solution by integrating technologies such as RFID, barcodes, and IoT sensors to provide real-time visibility and traceability of assets. This not only streamlines operational workflows but also minimizes manual errors, thereby enhancing productivity and reducing costs. The growing emphasis on regulatory compliance and audit readiness further accelerates the adoption of asset tagging solutions, particularly in heavily regulated industries like healthcare, manufacturing, and government.

Another significant factor propelling market growth is the proliferation of cloud-based deployment models. Cloud-based asset tagging software provides organizations with unparalleled flexibility, scalability, and accessibility, enabling remote monitoring and management of assets from any location. This is particularly valuable for enterprises with distributed operations or multiple facilities. The integration of advanced analytics and artificial intelligence within these platforms is also transforming the way organizations derive actionable insights from asset data, facilitating predictive maintenance and data-driven decision-making. As a result, cloud-based solutions are rapidly gaining traction among both large enterprises and small and medium-sized businesses seeking to modernize their asset management practices.

Furthermore, the increasing adoption of the Internet of Things (IoT) is reshaping the landscape of asset tagging software. IoT-enabled tags and sensors are revolutionizing asset tracking by enabling real-time data collection and automated alerts for asset movement, condition, and utilization. This is particularly relevant in sectors such as transportation and logistics, where timely and accurate asset tracking is critical for supply chain optimization. The convergence of IoT with asset tagging software not only improves operational efficiency but also enhances asset security and lifecycle management. As industries continue to embrace digital transformation, the integration of IoT with asset tagging solutions is expected to unlock new growth opportunities and drive further innovation in the market.

From a regional perspective, North America currently dominates the asset tagging software market, accounting for the largest revenue share in 2024. The region's leadership can be attributed to the presence of a well-established IT infrastructure, high adoption rates of advanced technologies, and stringent regulatory requirements. Europe follows closely, driven by increasing investments in digitalization and automation across industries. Meanwhile, the Asia Pacific region is emerging as a high-growth market, fueled by rapid industrialization, expanding manufacturing sectors, and the growing need for efficient asset management solutions. Latin America and the Middle East & Africa are also witnessing steady adoption, supported by ongoing infrastructure development and government initiatives aimed at improving operational transparency and efficiency.

Component Analysis

The asset tagging software market is segmented by component into software and services, each playing a critical role in the ecosystem. The software segment encompasses standalone asset tagging platforms as well as integrated asset management systems, catering to diverse industry requirements. These software solutions are designed to automate asset identification, tracking, and reporting processes, thereby enhancing accuracy and operational efficiency. Modern asset tagging software often includes features

JAMIO-2017-0039.R2This data file contains data of de-identified client_IDs, codes for Omaha System problem concepts, related strength-indicators, signs/symptoms, Knowledge, Behavior, and Status scores as well as a data dictionary for codes and terms.

The Automatic Identification and Data Capture Market size was valued to be USD 68.54 Billion in the year 2023 and it is expected to reach USD 186.45 Billion in 2031, at a CAGR of 14.70 % over the forecast period of 2024 to 2031.

Key Market Drivers E-commerce growth driving demand for efficient logistics: The rapid expansion of e-commerce is fueling the need for AIDC technologies in warehouse management and logistics. According to the U.S. Census Bureau, e-commerce sales in the United States grew from $57 1.2 billion in 2019 to $870.8 billion in 2021, representing a 52.5% increase over just two years. This surge in online shopping has intensified the demand for AIDC solutions to streamline inventory management and order fulfillment processes. Healthcare industry adoption for patient safety and asset tracking: The healthcare sector is increasingly adopting AIDC technologies to enhance patient safety, reduce errors, and improve asset management. The U.S. Food and Drug Administration (FDA) reports that barcode medication administration systems, a form of AIDC, can reduce medication errors by up to 51%. This significant improvement in patient safety is driving healthcare providers to implement AIDC solutions across their operations. Manufacturing sector embracing Industry 4.0 and IoT: The manufacturing industry's shift towards Industry 4.0 and the Internet of Things (IoT) is boosting the adoption of AIDC technologies for real-time tracking and process optimization. According to the International Federation of Robotics (IFR), the number of industrial robots operating in factories around the world increased by 12% to 3.5 million units in 2021. This growth in automation is closely tied to the implementation of AIDC systems for seamless integration and data collection in smart factories.

BIM-Ready Facility Asset Tagging Market Outlook

According to our latest research, the global BIM-Ready Facility Asset Tagging market size reached USD 2.38 billion in 2024. The market is expected to expand at a robust CAGR of 13.2% during the forecast period, with the market size projected to reach USD 6.36 billion by 2033. The primary growth factor fueling this expansion is the rising adoption of Building Information Modeling (BIM) technologies across facility management sectors, facilitating more efficient asset tracking, maintenance, and lifecycle management.

One of the most significant growth drivers for the BIM-Ready Facility Asset Tagging market is the global shift toward digital transformation in the construction and facility management industries. Organizations are increasingly recognizing the value of integrating asset tagging with BIM platforms to enable real-time data access, improve decision-making, and enhance operational efficiency. The convergence of IoT, advanced tagging technologies, and cloud-based BIM solutions is creating unprecedented opportunities for asset managers to streamline workflows, reduce manual errors, and optimize the utilization of physical assets. Furthermore, the growing emphasis on sustainability and lifecycle management of buildings is compelling stakeholders to seek solutions that provide granular visibility into asset performance, maintenance schedules, and end-of-life considerations.

Another key factor propelling the growth of the BIM-Ready Facility Asset Tagging market is the increasing regulatory mandates and industry standards around building safety, compliance, and digital records. Governments and regulatory bodies worldwide are encouraging or requiring the use of BIM for public infrastructure projects, which in turn is driving demand for BIM-compatible asset tagging solutions. The ability to maintain accurate, up-to-date digital twins of facilities, complete with tagged assets, is proving invaluable for audits, inspections, and compliance reporting. This regulatory push is particularly pronounced in sectors such as healthcare, education, and government, where asset tracking and documentation are critical for operational integrity and risk mitigation.

Technological advancements are also playing a pivotal role in shaping the market landscape. The integration of RFID, NFC, IoT sensors, and advanced barcode technologies with BIM platforms is enabling seamless data capture, automated asset identification, and real-time monitoring. These innovations are not only improving the accuracy and efficiency of asset management but are also reducing the total cost of ownership by minimizing manual intervention and downtime. As a result, organizations are increasingly investing in comprehensive BIM-ready asset tagging solutions to future-proof their facilities and gain a competitive edge in an increasingly digitalized marketplace.

From a regional perspective, North America currently leads the BIM-Ready Facility Asset Tagging market, accounting for approximately 38% of the global market share in 2024. This dominance is attributed to the region's early adoption of BIM technologies, strong regulatory frameworks, and a robust ecosystem of solution providers. Europe follows closely, driven by stringent building codes and sustainability initiatives. The Asia Pacific region is emerging as the fastest-growing market, fueled by rapid urbanization, infrastructure development, and increasing awareness of digital facility management benefits. Latin America and the Middle East & Africa are also witnessing steady growth, albeit from a smaller base, as more organizations in these regions recognize the value of BIM-ready asset tagging in optimizing facility operations.

Component Analysis

The BIM-Ready Facility Asset Tagging market is segmented by component into software, hardware, and services. The software segment dominates the market, driven by the critical role of BIM platforms and asset management software in integrating, visualizing, and managing asset data. These software solutions

The NSW National Parks and Wildlife Service (NPWS) Assets Geodatabase is directly related to the Assets Maintenance System (AMS) which runs under SAP and contains similar fields, values and business rules. The Assets Geodatabase is the vehicle in which spatial assets are initially captured, edited and stored so that the features have coordinates and can be viewed spatially. The data is collected across the entire NSW National Parks Estate and includes some off-park features for fire management, access and mapping purposes. The spatial feature data is manually synchronised with the AMS. The two systems run side by side and are linked by an ID field. AMS is also set up to be used by other Department Planning, Industry & Environment (DPIE) groups eg. Botanic Gardens and Parklands and previously Marine Parks.

The booming field data collection software market is projected to reach $7.75 billion by 2033, growing at a 15% CAGR. This comprehensive analysis explores key market drivers, trends, and regional insights, featuring leading companies and crucial application segments. Discover the future of data collection in construction, environmental monitoring, and more!

Field Data Capture Solutions for Oil and Gas Market Outlook

According to our latest research, the global field data capture solutions for oil and gas market size reached USD 2.74 billion in 2024, demonstrating robust adoption across the industry. The market is projected to grow at a CAGR of 11.2% from 2025 to 2033, with the market size expected to hit USD 7.09 billion by 2033. This remarkable growth is primarily driven by the oil and gas sector's increasing focus on digital transformation, operational efficiency, and real-time data-driven decision-making.

A primary growth factor for the field data capture solutions for oil and gas market is the industry's urgent need to optimize operational efficiency and reduce costs in an increasingly volatile energy landscape. Oil and gas operations, spanning upstream exploration to downstream distribution, generate vast volumes of data from disparate sources such as drilling rigs, pipelines, and refineries. Traditional manual data collection methods are prone to errors, delays, and inefficiencies. By adopting advanced field data capture solutions, companies can automate data entry, improve accuracy, and enable real-time analytics, leading to better resource allocation, reduced downtime, and enhanced asset utilization. Furthermore, the integration of IoT sensors, mobile devices, and cloud connectivity is driving the next wave of digital transformation, allowing for seamless data flow from remote field locations to centralized control centers.

Another significant driver is the growing emphasis on regulatory compliance, health and safety, and environmental stewardship within the oil and gas sector. Stringent government regulations and increasing societal expectations regarding environmental protection and workplace safety are compelling companies to adopt robust field data capture solutions. These systems enable real-time monitoring of safety incidents, emissions, and equipment status, facilitating proactive risk management and timely reporting. Automated data capture also supports comprehensive audit trails, making it easier for organizations to demonstrate compliance and respond swiftly to regulatory inquiries. As the regulatory landscape continues to evolve, the demand for scalable, reliable, and secure field data capture platforms is expected to surge.

The ongoing integration of advanced analytics, artificial intelligence, and machine learning into field data capture solutions is further propelling market growth. Modern platforms are not only capturing data but also providing actionable insights through predictive maintenance, anomaly detection, and production optimization. These capabilities are particularly valuable in complex oil and gas environments, where equipment failures or production bottlenecks can result in significant financial losses. By leveraging AI-driven analytics, companies can anticipate issues before they escalate, optimize production schedules, and extend asset lifespans. The convergence of field data capture with advanced analytics is thus transforming operational paradigms and unlocking new value streams for oil and gas enterprises.

From a regional perspective, North America continues to dominate the field data capture solutions for oil and gas market, accounting for the largest share in 2024. The region's leadership is underpinned by extensive shale exploration activities, a mature digital infrastructure, and a strong presence of leading solution providers. Asia Pacific is emerging as the fastest-growing market, driven by rapid industrialization, expanding energy demand, and significant investments in oil and gas exploration, particularly in countries like China, India, and Australia. Meanwhile, the Middle East & Africa region remains a key market due to its vast hydrocarbon reserves and ongoing efforts to modernize oilfield operations. Europe and Latin America are also witnessing steady adoption, fueled by regulatory mandates and the need for operational efficiency.

Component Analysis

The field data capture solutions for oil and gas market is segmented by component into software, hardware, and services, each playing a pivotal role in shaping the digital transformation of oil and gas operations. Software solutions form the backbone of this segment, encompassing a wide array of applications such as mobile data capture platforms, workflow automation tools, and real-time analytics engines. These software platforms enable seamless data collection, validation, and integration with enterprise reso

Field Data Capture Solutions for Oil and Gas Market Outlook

According to our latest research, the global Field Data Capture Solutions for Oil and Gas market size reached USD 2.14 billion in 2024, with a robust year-on-year expansion driven by digital transformation initiatives across the energy sector. The market is set to grow at a CAGR of 9.6% from 2025 to 2033, projecting a value of USD 4.87 billion by 2033. This growth is primarily attributed to the increasing need for real-time data acquisition, operational efficiency, and regulatory compliance within oil and gas operations. As per our latest research, the industryÂ’s focus on automating field operations and optimizing asset performance is catalyzing the adoption of advanced data capture technologies worldwide.

The growth of the Field Data Capture Solutions for Oil and Gas market is significantly influenced by the rapid digitalization of oil and gas operations. As companies strive to enhance their operational efficiency and reduce downtime, there is a growing emphasis on leveraging digital solutions for accurate and timely data collection from remote sites. The integration of Internet of Things (IoT) devices, mobile applications, and cloud-based platforms has enabled operators to collect, transmit, and analyze field data in real time. This capability not only streamlines production and drilling operations but also supports predictive maintenance, minimizing costly equipment failures. The industryÂ’s shift toward smart oilfields, underpinned by advanced analytics and automation, continues to drive demand for comprehensive field data capture solutions.

Another critical growth factor is the increasing complexity of regulatory requirements in the oil and gas sector. Governments and industry bodies across the globe are imposing stringent environmental, health, and safety standards, necessitating robust data management and reporting mechanisms. Field data capture solutions facilitate compliance by enabling accurate tracking and documentation of operational parameters, emissions, and safety incidents. The ability to provide auditable records and generate automated compliance reports is especially valuable for multinational operators managing assets in diverse regulatory environments. This regulatory pressure, coupled with the need for operational transparency, is accelerating the deployment of advanced data capture technologies.

Cost optimization and the pursuit of sustainability are further propelling the adoption of field data capture solutions in oil and gas. With volatile commodity prices and rising operational expenses, companies are under constant pressure to maximize asset utilization and reduce unnecessary expenditures. Automated field data collection minimizes manual entry errors, reduces administrative overhead, and enables faster decision-making based on actionable insights. Moreover, these solutions support sustainability initiatives by monitoring resource consumption, detecting leaks, and ensuring efficient energy usage. The ability to align operational performance with environmental goals is becoming a decisive factor for market growth, as stakeholders increasingly prioritize ESG (Environmental, Social, and Governance) criteria.

The advent of the Digital Oilfield Platform is revolutionizing the oil and gas industry by integrating advanced technologies to enhance operational efficiency and data-driven decision-making. This platform leverages real-time data analytics, IoT, and cloud computing to create a seamless flow of information across the entire oilfield lifecycle. By enabling operators to monitor and control field operations remotely, the Digital Oilfield Platform facilitates predictive maintenance, reduces downtime, and optimizes resource allocation. This technological innovation is particularly crucial in complex and remote environments, where traditional methods of data capture and analysis are often insufficient. As the industry continues to embrace digital transformation, the Digital Oilfield Platform is set to become a cornerstone of modern oilfield management, driving both economic and environmental benefits.

From a regional perspective, North America continues to lead the Field Data Capture Solutions for Oil and Gas market owing to its advanced technological landscape and high concentration of upstream and midstream activities. The region

The National Biodiversity Asset Register and Performance Standard 6 Assessment Tool (BAR-PS6) is a spatial database of environmental assets across Australia. Each asset has been evaluated against criteria defined in the International Finance Corporation (IFC) Performance Standard 6 (PS6). The final product includes 19 datasets (describing natural and modified habitats, species, communities, wetlands and waterways, seascapes, and protected areas across Australia) into a common data structure that allows for flexible, spatially referenced queries across many data sources. The ‘Biodiversity Asset Register’ was initially designed to support BHP Minerals Australia in identifying important biodiversity and ecosystems across their impact footprint and has since been expanded nationally using publicly available datasets. Note that this data collection is intended to provide a first-pass desktop assessment of biodiversity assets, and as such should not be considered as a replacement for field validation.

Note: The BAR-PS6 currently represents a single point in time (July 1, 2021). Lineage: Please refer to the attached technical report for a description of the methods used to produce this dataset.

The global Mobile Asset Tracking Software market is poised for significant expansion, projected to reach approximately $7,800 million by 2025, with a robust Compound Annual Growth Rate (CAGR) of 12.5% anticipated through 2033. This substantial growth is fueled by the increasing need for efficient management of physical assets across diverse industries, from logistics and manufacturing to healthcare and construction. The adoption of mobile asset tracking solutions is driven by the compelling advantages they offer, including enhanced operational visibility, improved inventory accuracy, reduced asset loss and theft, and streamlined maintenance processes. Small and Medium Enterprises (SMEs) are increasingly recognizing the value proposition of these solutions as they aim to optimize resource utilization and boost productivity, leveling the playing field with larger corporations. Simultaneously, large enterprises are leveraging these technologies for greater control over their extensive asset portfolios and to comply with stringent regulatory requirements. The market's expansion is further propelled by the ongoing digital transformation initiatives and the growing demand for real-time data for informed decision-making. The market landscape is characterized by a dynamic interplay of innovation and adoption. Cloud-based solutions are dominating the market due to their scalability, flexibility, and cost-effectiveness, allowing businesses of all sizes to implement sophisticated asset tracking without significant upfront infrastructure investment. Conversely, on-premises solutions continue to cater to organizations with specific security or regulatory mandates requiring localized data control. Key growth drivers include the proliferation of IoT devices that enable seamless data collection from assets, advancements in GPS and RFID technologies, and the increasing adoption of mobile devices as primary tools for asset management. However, challenges such as data security concerns and the initial cost of implementation for certain advanced features may pose moderate restraints. Despite these, the overarching trend points towards continued market dynamism, with companies like MRI Software, RMS Omega, and BarCloud actively innovating to meet the evolving needs of businesses seeking to master their mobile asset management. This report provides an in-depth analysis of the global Mobile Asset Tracking Software market, projecting its trajectory from 2019 to 2033, with a base year of 2025 and an estimated year also in 2025. The forecast period spans from 2025 to 2033, building upon the historical data from 2019-2024. We aim to offer actionable insights for stakeholders, covering market dynamics, key players, and future growth opportunities.

Roadway Asset Inventory Services Market Outlook

According to our latest research, the global roadway asset inventory services market size in 2024 stands at USD 4.3 billion, reflecting robust demand for advanced asset management solutions across transportation infrastructure. The market is experiencing a steady expansion, with a CAGR of 8.1% projected from 2025 to 2033. By the end of 2033, the market is forecasted to reach approximately USD 8.1 billion. This growth is primarily driven by the increasing need for accurate asset data, digital transformation of roadway management, and the rising emphasis on safety, sustainability, and cost-efficiency in infrastructure maintenance.

One of the key growth factors for the roadway asset inventory services market is the intensifying focus on efficient infrastructure management by governments and transportation authorities worldwide. As roadway networks age and expand, the demand for comprehensive asset inventory services, such as data collection and analysis, is surging. Governments are increasingly investing in smart city initiatives and digital infrastructure, which require precise and up-to-date asset data for informed decision-making. The adoption of advanced technologies like LiDAR, GIS, and high-resolution imaging is further enhancing the accuracy and efficiency of asset inventory processes, enabling stakeholders to proactively manage roadway assets, reduce life-cycle costs, and minimize service disruptions.

Another significant driver is the integration of roadway asset inventory services with predictive maintenance and asset performance management systems. The ability to collect, analyze, and report on real-time asset conditions empowers agencies and contractors to transition from reactive to proactive maintenance strategies. This shift not only extends the lifespan of critical assets such as pavements, bridges, and traffic signs but also optimizes resource allocation and budget planning. Additionally, the emergence of cloud-based platforms and mobile data collection tools is streamlining workflows, reducing manual errors, and facilitating seamless collaboration among stakeholders, further fueling market growth.

The growing emphasis on safety and regulatory compliance is also propelling the roadway asset inventory services market. With stringent regulations mandating regular inspections and reporting of roadway assets, transportation authorities are increasingly turning to specialized service providers to ensure compliance and mitigate risks. Enhanced asset visibility and documentation are crucial for identifying potential hazards, prioritizing repairs, and ensuring public safety. Moreover, the rising adoption of sustainable infrastructure practices is encouraging the use of data-driven asset management solutions that support environmental stewardship and long-term resilience.

From a regional perspective, North America currently leads the global market, driven by substantial investments in infrastructure modernization and the widespread adoption of advanced asset management technologies. However, the Asia Pacific region is rapidly emerging as a high-growth market, fueled by large-scale infrastructure development projects and increasing government focus on smart transportation systems. Europe also maintains a strong presence, supported by robust regulatory frameworks and ongoing digitalization efforts in the transportation sector. Latin America and the Middle East & Africa are witnessing gradual growth, with expanding urbanization and infrastructure upgrades creating new opportunities for roadway asset inventory services.

Service Type Analysis

The service type segment in the roadway asset inventory services market encompasses data collection, data analysis, reporting, consulting, and other specialized offerings. Data collection remains the foundational service, as accurate and comprehensive data is essential for effective asset management. Service providers leverage a range of technologies, including GPS, LiDAR, and high-definition imaging, to capture detailed information on roadway conditions, asset locations, and structural integrity. The demand for data collection services is particularly high among government agencies and transportation authorities seeking to maintain up-to-date asset inventories and comply with regulatory requirements.

Data analysis services are experiencing significant

Mobile GIS Data Collection Software Market Outlook

According to our latest research, the global Mobile GIS Data Collection Software market size reached USD 2.14 billion in 2024, and is anticipated to grow at a robust CAGR of 13.7% during the forecast period, reaching approximately USD 6.42 billion by 2033. This strong growth trajectory is primarily driven by the increasing demand for real-time geospatial data across multiple industries, the proliferation of mobile devices, and the integration of advanced technologies such as IoT and AI into GIS solutions. As organizations globally seek to enhance operational efficiency and decision-making capabilities, the adoption of mobile GIS data collection software continues to accelerate, reshaping the landscape of field data management and spatial analytics.

One of the pivotal growth factors for the Mobile GIS Data Collection Software market is the rapid digital transformation across industries such as utilities, transportation, agriculture, and government. Organizations are increasingly leveraging geospatial data to streamline field operations, optimize resource allocation, and improve asset management. The shift towards digitized workflows has created a surge in demand for mobile GIS solutions that enable real-time data capture, analysis, and sharing from remote locations. Furthermore, the growing emphasis on smart infrastructure and sustainable urban planning has amplified the need for accurate, up-to-date geographic information, positioning mobile GIS software as a critical tool in supporting these initiatives. The convergence of cloud computing, 5G connectivity, and mobile technologies is further enhancing the capabilities and accessibility of GIS platforms, making them indispensable for modern enterprises.

Another significant driver is the increasing adoption of IoT and sensor technologies, which are generating vast volumes of spatial data that require efficient collection, processing, and analysis. Mobile GIS data collection software enables seamless integration with IoT devices, allowing for automated data acquisition and real-time monitoring of assets, environmental conditions, and infrastructure. This capability is particularly valuable in sectors like environmental monitoring, utilities management, and agriculture, where timely and accurate geospatial data is essential for informed decision-making. Additionally, advancements in artificial intelligence and machine learning are empowering GIS software to deliver predictive analytics, anomaly detection, and advanced visualization, further expanding the application scope and value proposition of mobile GIS solutions.

The market is also benefiting from the increasing focus on regulatory compliance and safety standards, particularly in industries such as oil and gas, construction, and transportation. Mobile GIS data collection software facilitates compliance by providing accurate and auditable records of field activities, asset inspections, and environmental assessments. Moreover, the growing need for disaster management, emergency response, and public health surveillance is driving government agencies to invest in robust GIS platforms that support rapid data collection and situational awareness. As a result, vendors are continuously innovating to offer user-friendly, scalable, and secure solutions that cater to the evolving needs of diverse end-users, further fueling market expansion.

The integration of Mobile Mapping System technology into mobile GIS solutions is revolutionizing the way geospatial data is collected and analyzed. By utilizing vehicles equipped with advanced sensors and cameras, Mobile Mapping Systems enable the rapid and accurate capture of geospatial data across large areas. This technology is particularly beneficial for urban planning, infrastructure management, and environmental monitoring, where timely and precise data is crucial. As industries strive to enhance their operational capabilities, the adoption of Mobile Mapping Systems is becoming increasingly prevalent, providing a competitive edge through improved data accuracy and efficiency.

Regionally, North America currently dominates the Mobile GIS Data Collection Software market, accounting for the largest share in 2024, followed closely by Europe and the Asia Pacific. The presence of leading technology providers, high adoption rates of digital soluti

Complete Streets provide mobility for all modes of transportation including active transportation. Complete Streets are being implemented in the US and transportation agencies must maintain these assets, which requires bringing them into asset management systems. Many gaps exist to include Complete Streets in asset management, and there is no comprehensive plan for filling those gaps. This project developed a road map to fill those gaps. To create this roadmap, the study completed the following tasks: 1) develop and refine a survey 2) perform national and in-depth surveys, 3) synthesize survey outcomes, 4) identify current statuses, challenges, and needs, and 5) develop a roadmap for Complete Streets asset management. All 50 state Department of Transportations participated in the national survey while Caltrans, Georgia DOT, and the Atlanta and Washoe County Metropolitan Planning Organizations contributed to the in-depth survey. This report synthesizes the outcomes of the surveys and literature review. The survey results showed that many agencies have some Complete Streets guidance (39/50), but far less have a dedicated liaison or office (15/40), and only seven agencies have Complete Streets performance measures. The three primary challenges are: 1) inadequate funding related to organizational structure 2) the need for a rating system, and 3) the need for improved data accessibility, collection methods, and management techniques. The proposed roadmap includes asset management development and improved data collection and analysis pathways. The roadmap is intended to be used as a starting point for the incorporation of Complete Streets into asset management.

Digital As‑Built Capture Platform Market Outlook

According to our latest research, the global Digital As‑Built Capture Platform market size reached USD 4.9 billion in 2024, reflecting robust adoption across multiple industries. The market is witnessing a strong compound annual growth rate (CAGR) of 13.7% and is projected to reach USD 15.1 billion by 2033. The primary growth factor driving this expansion is the increasing demand for precise digital documentation and real-time data capture in construction, real estate, and industrial sectors, which is revolutionizing asset management and lifecycle optimization.

One of the most significant growth factors for the Digital As‑Built Capture Platform market is the rapid digital transformation occurring within the architecture, engineering, and construction (AEC) industries. The integration of advanced technologies such as 3D laser scanning, photogrammetry, and Building Information Modeling (BIM) has enabled stakeholders to streamline workflows, reduce errors, and enhance collaboration. These platforms facilitate the creation of highly accurate digital replicas of physical assets, providing stakeholders with actionable insights throughout the project lifecycle. The increasing complexity of construction projects and the need for effective project management tools are compelling organizations to invest in digital as-built solutions, further fueling market growth.

Another key driver propelling the market forward is the stringent regulatory requirements and industry standards that mandate meticulous documentation and traceability of assets. Governments and regulatory bodies worldwide are emphasizing the importance of maintaining up-to-date as-built records to ensure safety, compliance, and operational efficiency, especially in sectors such as oil & gas, utilities, and infrastructure. As a result, organizations are increasingly adopting digital as-built capture platforms to meet these requirements, minimize risks, and avoid costly penalties. Moreover, the growing trend towards sustainable construction and asset management is encouraging the use of digital documentation to optimize resource utilization and reduce environmental impact.

The proliferation of cloud computing and the advent of Internet of Things (IoT) have further accelerated the adoption of digital as-built capture platforms. Cloud-based solutions offer unparalleled scalability, remote accessibility, and real-time collaboration, making them an attractive choice for global enterprises with distributed operations. The integration of IoT devices enables continuous monitoring and data capture, providing a comprehensive view of asset performance and condition. This convergence of technologies is transforming traditional asset management practices, enabling predictive maintenance, and extending asset lifecycles. As organizations seek to gain a competitive edge through data-driven decision-making, the demand for advanced digital as-built capture platforms is expected to soar in the coming years.

Regionally, North America and Europe are leading the adoption of digital as-built capture platforms, driven by large-scale infrastructure projects, technological advancements, and the presence of key market players. The Asia Pacific region is also witnessing rapid growth, fueled by urbanization, industrialization, and increasing investments in smart city initiatives. Latin America and the Middle East & Africa are emerging markets, with significant growth potential as industries in these regions embrace digital transformation to improve operational efficiency and competitiveness. The global market landscape is characterized by intense competition, continuous innovation, and strategic collaborations among leading vendors.

Component Analysis

The Digital As‑Built Capture Platform market is segmented by component into software, hardware, and services, each playing a pivotal role in the ecosystem. Software solutions form the backbone of the market, offering sophisticated functionalities such as data processing, visua

Provide information on problem tracking, assignment and notification, alerts and escalation, problem resolution, and problem closure.

Utility GIS Field Data Collection Market Outlook

As per our latest research, the global Utility GIS Field Data Collection market size in 2024 stands at USD 1.62 billion, reflecting the sector’s robust expansion driven by the digital transformation of utility infrastructure management. The market is experiencing a strong compound annual growth rate (CAGR) of 11.2% from 2025 to 2033. By 2033, the market is forecasted to reach USD 4.22 billion, underpinned by rising investments in smart grid technologies, increasing regulatory mandates for accurate geospatial data, and the growing need for efficient asset management across electric, water, gas, and telecommunication utilities.

The primary growth factor for the Utility GIS Field Data Collection market is the accelerating adoption of Geographic Information Systems (GIS) in field operations to enhance the accuracy, efficiency, and reliability of utility asset management. Utilities across the globe are increasingly leveraging advanced GIS-enabled field data collection tools to streamline processes such as asset mapping, network inspections, and maintenance scheduling. The integration of real-time data collection with cloud-based GIS platforms enables field workers to capture, update, and synchronize geospatial data instantaneously, reducing manual errors and operational downtime. This digital shift is further fueled by the proliferation of mobile devices and IoT sensors, which allow utilities to gather granular data from remote locations, supporting predictive maintenance and rapid response to outages or infrastructure issues.

Another critical driver is the mounting regulatory pressure and compliance requirements imposed by government agencies and industry bodies, particularly in regions with aging utility infrastructure. Utilities are mandated to maintain accurate, up-to-date geospatial records to ensure public safety, environmental protection, and efficient resource allocation. The deployment of GIS field data collection solutions facilitates compliance by providing comprehensive audit trails, real-time reporting, and seamless integration with enterprise asset management (EAM) systems. As governments worldwide invest in smart city initiatives and infrastructure modernization, the demand for advanced GIS capabilities in field data collection is expected to surge, creating new opportunities for software vendors, hardware providers, and service integrators.

Moreover, the growing complexity of utility networks, coupled with the increasing frequency of extreme weather events and natural disasters, necessitates robust field data collection systems for rapid damage assessment and recovery planning. GIS-based field data collection tools empower utilities to quickly map affected areas, prioritize restoration efforts, and communicate effectively with stakeholders. The ability to overlay real-time field data with historical geospatial information enhances situational awareness and supports data-driven decision-making. As utilities strive to enhance operational resilience and customer service, the adoption of advanced GIS field data collection solutions is poised to become a strategic imperative.

Regionally, North America leads the Utility GIS Field Data Collection market, accounting for over 38% of the global market share in 2024, followed by Europe and Asia Pacific. The United States and Canada are at the forefront of adoption, driven by significant investments in grid modernization and stringent regulatory frameworks. Europe is witnessing steady growth, propelled by the digital transformation of water and gas utilities and the implementation of the European Green Deal. Meanwhile, the Asia Pacific region is emerging as a high-growth market, fueled by rapid urbanization, expanding utility networks, and government-led smart infrastructure projects in countries such as China, India, and Australia. Latin America and the Middle East & Africa are also showing increasing interest in GIS field data collection solutions to address infrastructure challenges and improve service delivery.

AI in Asset Tracking Market Outlook

According to our latest research, the global AI in Asset Tracking market size reached USD 4.8 billion in 2024. The sector is experiencing robust expansion and is expected to grow at a Compound Annual Growth Rate (CAGR) of 19.4% from 2025 to 2033. By the end of 2033, the AI in Asset Tracking market is forecasted to attain a value of USD 20.8 billion. This impressive growth is primarily fueled by the increasing adoption of artificial intelligence technologies across industries seeking enhanced operational visibility, real-time data analytics, and predictive maintenance to optimize asset utilization and reduce losses.

One of the primary growth drivers for the AI in Asset Tracking market is the escalating demand for real-time monitoring and management of assets across various industries. As organizations strive to minimize operational downtime and maximize asset efficiency, AI-driven asset tracking solutions have become indispensable. These intelligent systems enable businesses to collect, analyze, and interpret vast amounts of data generated from assets, providing actionable insights that enhance decision-making processes. The integration of AI with traditional asset tracking technologies such as RFID, GPS, and IoT sensors has revolutionized the way enterprises track and manage their assets, resulting in improved inventory control, reduced theft, and increased overall productivity.

Another significant factor contributing to the market’s expansion is the surge in digital transformation initiatives across sectors like healthcare, manufacturing, transportation, and logistics. Enterprises are increasingly leveraging AI-powered asset tracking solutions to streamline supply chain operations, monitor equipment health, and ensure regulatory compliance. The ability of AI to predict asset failures, schedule proactive maintenance, and optimize asset allocation has proven invaluable in industries that rely heavily on expensive and mission-critical equipment. This trend is further accelerated by the growing need for contactless and automated asset management solutions, particularly in the wake of global disruptions such as the COVID-19 pandemic.

Furthermore, the proliferation of connected devices and advancements in wireless communication technologies are propelling the growth of the AI in Asset Tracking market. The convergence of AI with IoT, GPS, and Bluetooth technologies has enabled seamless asset connectivity and enhanced data accuracy. Organizations are now able to track assets across complex and geographically dispersed environments, gaining end-to-end visibility into their operations. Additionally, the integration of machine learning algorithms allows for continuous improvement of asset tracking processes, leading to higher levels of automation and reduced human intervention. These technological innovations are expected to sustain the market’s upward trajectory in the coming years.

From a regional perspective, North America currently leads the AI in Asset Tracking market, driven by the early adoption of advanced technologies and the presence of major industry players. The region continues to witness significant investments in AI research and development, particularly in sectors such as logistics, healthcare, and manufacturing. Europe and Asia Pacific are also experiencing rapid growth, with increasing government initiatives to promote digitalization and smart infrastructure. Emerging economies in Latin America and the Middle East & Africa are gradually embracing AI-powered asset tracking solutions, supported by rising awareness and expanding industrial bases. The global landscape is becoming increasingly competitive as more regions recognize the value of AI in optimizing asset management.

Component Analysis

The Component segment of the AI in Asset Tracking market is classified into hardware, software, and services, each playing a pivotal role in the ecosystem. Hardware components, including sensors, RFID tags, GPS modules, and Bluetooth beacons, form the foundational layer for real-time asset data collection. The demand for robust and reliable hardware is soaring as businesses require high-precision tracking across diverse environments. Innovations in sensor miniaturization and battery life extension have further enhanced the feasibility and cost-effectiveness of deploying hardware at scale, enabling continuous monitoring of assets in transit, storage, or use.

Soft

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