ICS-209-PLUS is a new dataset mined from the public archive (1999–2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by other, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. This improved dataset and the open, reproducible methods used are described, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. Key metadata about the data are provided in JSON and CSV format. Resources in this dataset:Resource Title: All-hazards dataset mined from the US National Incident Management System 1999-2014 - data availability. File Name: Web Page, url: https://doi.org/10.1038/s41597-020-0403-0 Data files can be found linked in the "Data Records" section of the article.

This dataset is a comprehensive amalgamation of multiple data sources related to anomaly detection, vulnerability analysis, user incident management, and system recommendations. It is meticulously designed to cater to advanced research and applications in cybersecurity, user behavior analytics, and incident response.

The dataset includes four major components: 1. Large Anomaly Vulnerability Data • Captures critical details of anomalies and vulnerabilities, including severity levels, detection timestamps, and resolution statuses. • Useful for analyzing patterns in security incidents and evaluating the efficiency of detection and response mechanisms. 2. Recommendation Incident Data • Documents recommendations provided for incident resolution, approval statuses, and actions taken. • Enables decision-makers to assess the impact of recommendations on improving security protocols and mitigating risks. 3. Related Incident Data • Details associations between primary incidents and their related cases, highlighting impact levels and resolution times. • Facilitates a better understanding of incident chains and their cascading effects on systems and users. 4. Updated User ID Dataset • Contains detailed user information, including unique user IDs, names, phone numbers, and email addresses. • Serves as a reliable user reference dataset, essential for connecting user actions to incidents and system updates.

This integrated dataset is ideal for researchers, data analysts, and developers working on projects involving: • Cybersecurity and anomaly detection systems. • Insider threat analysis and behavior modeling. • Incident resolution strategies and impact assessments. • User profiling and system vulnerability studies.

Each record in this dataset is enriched with timestamps, severity scores, and resolution details, enabling dynamic and multi-dimensional analysis. Its breadth and depth make it a valuable resource for predictive modeling, machine learning algorithms, and decision-support systems in security domains.

As of 2024, ** percent of respondents in the United States reported that, in their state, a cybersecurity response team handled cyber incidents. Additionally, for ** percent of respondents, a central IT security group was responsible for cyber incident response.

This dataset comprises four text files (national_activity.csv, gacc_activity.csv, wildfire_activity.csv, resource_summary.csv) that represent four categories of wildfire information extracted from 3,124 Incident Management Situation Reports (IMSRs), spanning 15 years from 2007 to 2021. There is an Excel file (2007-2021-IMSR-1.06.xlsx) that contains corresponding information to the text files. The dataset was generated by IMSR-Tool version 1.06. Its source code is available at https://doi.org/10.5281/zenodo.8406263. You can download a user manual and a runnable version of this tool at https://github.com/thumit/IMSRtool/releases/tag/1.06. The dataset also includes an archive of 3,124 IMSR PDFs collected over the same 15-year period, which can be used as inputs for the tool. Additionally, two Excel files are provided (Technical-Validation-IMSR-1.05.xlsx and Technical-Validation-IMSR-1.06.xlsx), offering detailed information about the accuracy assessment for the two latest versions (1.05 and 1.06) of the IMSR data. The IMSR data version 1.05 can be found at https://doi.org/10.6084/m9.figshare.22773812.v1

Privacy Incident Management Market Outlook

According to our latest research, the global privacy incident management market size reached USD 1.94 billion in 2024, reflecting a robust growth trajectory fueled by increasing regulatory pressures and heightened awareness of data privacy risks. The market is expected to grow at a CAGR of 18.9% during the forecast period, reaching an estimated USD 10.53 billion by 2033. This remarkable expansion is primarily driven by the proliferation of digital transformation initiatives, the surge in cyber threats, and the growing complexity of regulatory compliance requirements across industries worldwide.

One of the primary growth factors for the privacy incident management market is the evolving landscape of data privacy regulations. The introduction and enforcement of stringent laws such as the General Data Protection Regulation (GDPR) in Europe, the California Consumer Privacy Act (CCPA) in the United States, and similar legislations in other regions have made it imperative for organizations to adopt robust privacy incident management solutions. These regulations not only mandate timely detection, reporting, and resolution of data breaches but also impose heavy penalties for non-compliance. As a result, organizations are investing heavily in technologies and frameworks that facilitate real-time incident identification, automated reporting, and comprehensive audit trails, thereby fueling market growth.

Another significant driver is the exponential increase in the volume and sophistication of cyberattacks targeting sensitive personal and corporate data. The proliferation of remote work, cloud adoption, and the Internet of Things (IoT) has expanded the attack surface, making organizations more vulnerable to privacy incidents. This evolving threat landscape necessitates the deployment of advanced privacy incident management solutions that can proactively detect anomalies, orchestrate incident response, and minimize the impact of breaches. Furthermore, the reputational and financial risks associated with data breaches are compelling organizations to prioritize privacy incident management as a critical component of their cybersecurity strategy, further accelerating market adoption.

A third key growth factor is the increasing recognition of privacy incident management as a strategic business enabler. Beyond regulatory compliance and risk mitigation, organizations are leveraging privacy incident management frameworks to enhance customer trust, safeguard brand reputation, and gain a competitive edge. As consumers become more privacy-conscious and demand greater transparency regarding data handling practices, organizations that demonstrate robust incident management capabilities are better positioned to build long-term customer loyalty. This shift in perspective—from compliance-driven adoption to strategic value creation—is expected to sustain the momentum of the privacy incident management market in the coming years.

From a regional perspective, North America currently dominates the privacy incident management market, owing to its mature regulatory environment, high incidence of data breaches, and significant investments in cybersecurity infrastructure. However, Asia Pacific is anticipated to witness the fastest growth during the forecast period, driven by rapid digitalization, rising awareness of data privacy, and the emergence of new data protection laws in countries such as India, China, and Japan. Europe, with its stringent GDPR mandates, continues to be a critical market, while Latin America and the Middle East & Africa are gradually catching up as organizations in these regions recognize the importance of proactive privacy incident management.

In the realm of Privacy Program Management, organizations are increasingly recognizing the importance of a structured approach to safeguarding personal data and ensuring compliance with evolving regulations. This involves the implementation of comprehensive frameworks that encompass policies, procedures, and technologies designed to manage privacy risks effectively. By adopting a proactive stance towards privacy program management, organizations can not only mitigate potential breaches but also build a culture of trust and transparency with their customers. This strategic focus on privacy is becoming a critical differentia

This realistic incident management event log simulates a common IT service process and includes key inefficiencies found in real-world operations. You'll uncover SLA violations, multiple reassignments, bottlenecks, and conformance issues—making it an ideal dataset for hands-on process mining, root cause analysis, and performance optimization exercises.

You can find more event logs + use case handbooks to guide your analysis here: https://processminingdata.com/

Standard Process Flow: Ticket Created -> Ticket Assigned to Level 1 Support -> WIP - Level 1 Support -> Level 1 Escalates to Level 2 Support -> WIP - Level 2 Support -> Ticket Solved by Level 2 Support -> Customer Feedback Received -> Ticket Closed

Total Number of Incident Tickets: 31,000+

Process Variants: 13

Number of Events: 242,000+

Year: 2023

File Format: CSV

File Size: 65MB

Incident Management Software Market size was valued at USD 2.5 Billion in 2024 and is projected to reach USD 5.93 Billion by 2032, growing at a CAGR of 11.4% from 2026 to 2032.Incident Management Software Market: Definition/ OverviewIncident Management Software refers to a specialized system or platform designed to manage and respond to incidents effectively within an organization. These incidents can range from IT disruptions and cybersecurity threats to operational issues and service outages. The software facilitates the logging, tracking, prioritization, and resolution of incidents through standardized workflows and communication channels. It often integrates with other IT management systems to streamline incident response and minimize the impact on business operations.Incident Management Software finds application across various industries and sectors where the prompt resolution of incidents is critical for maintaining operational continuity and minimizing disruptions. In IT operations, the software is used to manage incidents such as software and hardware failures, network outages, and cybersecurity incidents like data breaches and malware attacks. In healthcare, incident management software helps in handling medical emergencies, patient safety incidents, and operational disruptions. It is also utilized in manufacturing, finance, transportation, and other sectors to ensure swift response to incidents that can affect productivity, safety, and regulatory compliance.

Title: Reimagining Incident Management Systems for Public Health Responses Authors: Regina W. Hawkins, Kimberly Y. Ma, Andrew D. Pickett, Gerrit Bakker, Steven S. Kipp, Alysia Mihalakos, and Paul E. Petersen CEDEP Program: EP Product type: publication Conference, meeting, or publication accepted to: Health Security

Privacy Incident Management Market Outlook

According to our latest research, the global Privacy Incident Management market size was valued at USD 1.82 billion in 2024 and is expected to reach USD 7.35 billion by 2033, growing at a robust CAGR of 16.7% during the forecast period. The rapid expansion of this market is primarily driven by the increasing frequency and complexity of data breaches, coupled with the growing emphasis on regulatory compliance across industries worldwide. Organizations are investing heavily in privacy incident management solutions to safeguard sensitive data, mitigate risks, and ensure business continuity in an evolving threat landscape.

One of the most significant growth factors propelling the Privacy Incident Management market is the intensifying regulatory landscape. Governments and regulatory bodies across the globe are enacting stringent data protection laws such as the General Data Protection Regulation (GDPR) in Europe, the California Consumer Privacy Act (CCPA) in the United States, and similar frameworks in other regions. These regulations mandate organizations to establish robust incident response mechanisms, report breaches promptly, and implement comprehensive privacy management programs. As a result, businesses are increasingly turning to specialized privacy incident management solutions to ensure compliance, avoid hefty fines, and maintain customer trust. The rising awareness among enterprises regarding the reputational and financial repercussions of privacy incidents further underscores the necessity for advanced incident management tools and services.

The exponential growth in digital transformation initiatives across various sectors is another critical driver for the Privacy Incident Management market. As organizations adopt cloud computing, IoT, and big data analytics, the volume and complexity of data being processed and stored have surged dramatically. This digital shift has expanded the attack surface, making organizations more susceptible to sophisticated cyber threats and data breaches. Consequently, there is a heightened demand for privacy incident management solutions that can provide real-time monitoring, automated incident response, and comprehensive reporting capabilities. These solutions enable organizations to swiftly detect, contain, and remediate privacy incidents, thereby minimizing potential damages and ensuring regulatory compliance in an increasingly interconnected business environment.

The growing integration of artificial intelligence (AI) and machine learning (ML) technologies in privacy incident management solutions is also fueling market growth. AI-driven platforms are capable of analyzing vast amounts of data, identifying anomalies, and predicting potential privacy incidents with greater accuracy and speed. This technological advancement enhances the efficiency and effectiveness of incident response processes, allowing organizations to proactively address vulnerabilities before they escalate into major breaches. Furthermore, the adoption of AI and ML is enabling the development of automated workflows and intelligent reporting systems, which streamline incident management and support informed decision-making. The continuous evolution of these technologies is expected to drive further innovation and adoption in the Privacy Incident Management market over the coming years.

From a regional perspective, North America currently dominates the Privacy Incident Management market, accounting for the largest share in 2024. The region's leadership can be attributed to the presence of a mature cybersecurity ecosystem, high levels of digitalization, and proactive regulatory enforcement. Europe follows closely, driven by strict data protection regulations and a strong focus on privacy rights. The Asia Pacific region is witnessing the fastest growth, fueled by rapid technological advancements, increasing cyber threats, and rising awareness of data privacy among organizations. Latin America and the Middle East & Africa are also experiencing steady growth, supported by ongoing digital transformation initiatives and evolving regulatory frameworks. The global market's dynamic regional landscape reflects the universal importance of privacy incident management in today's data-driven economy.

Component Analysis

The Privacy Incident Management market is segmented by component into software and services, each playing a pivotal role in the overall ecosystem. The <

This web map contains information about the locations of NOAA's National Ocean Service facilities across the country. In particular it depicts the locations of ONMS facilities and visitor centers. ONMS is keenly aware of the value of these facilities and is charged with their maintenance and safety. These facilities can be affected adversely by natural hazard and emergency incident events, so it is important for incident managers to understand where they are in relationship to the emergency events that are occurring.

Incident Management Software Market Outlook

According to our latest research, the global Incident Management Software market size reached USD 3.82 billion in 2024, reflecting robust demand across multiple sectors. The market is projected to expand at a CAGR of 12.3% from 2025 to 2033, reaching an estimated USD 10.84 billion by 2033. This remarkable growth trajectory is primarily driven by the rising need for efficient risk mitigation, regulatory compliance, and the increasing complexity of IT environments. Organizations worldwide are investing in incident management solutions to ensure business continuity, minimize downtime, and enhance operational resilience, making this market a critical pillar in the digital transformation era.

Several key factors are fueling the growth of the Incident Management Software market. Foremost among these is the rapid digitalization of business operations, which has led to a surge in cyber threats, data breaches, and system outages. As enterprises increasingly rely on interconnected digital infrastructure, the potential impact of incidents—ranging from IT failures to physical security breaches—has intensified. This heightened risk landscape compels organizations to adopt advanced incident management platforms that enable real-time detection, swift response, and comprehensive reporting. The growing adoption of cloud computing, IoT devices, and remote work models further amplifies the need for robust incident management capabilities, as these factors introduce new vulnerabilities and complicate traditional security and response mechanisms.

Another significant growth driver is the stringent regulatory environment across various industries, including BFSI, healthcare, and government. Regulatory frameworks such as GDPR, HIPAA, and SOX mandate effective incident response and reporting protocols to safeguard sensitive data and ensure privacy. Non-compliance can result in severe financial penalties and reputational damage, prompting organizations to invest in incident management software that automates compliance tasks, maintains audit trails, and facilitates transparent communication with stakeholders. Additionally, the increasing focus on business continuity planning and disaster recovery in the wake of global disruptions—such as the COVID-19 pandemic—has underscored the importance of proactive incident management, further accelerating market adoption.

Technological advancements and the integration of artificial intelligence and machine learning into incident management platforms are also catalyzing market expansion. Modern incident management solutions leverage AI-driven analytics to predict potential incidents, automate response workflows, and provide actionable insights for continuous improvement. These innovations not only enhance the efficiency and accuracy of incident response but also empower organizations to transition from reactive to proactive risk management. As a result, enterprises are increasingly prioritizing investments in scalable, intelligent incident management software to safeguard their assets, reputation, and customer trust in an ever-evolving threat landscape.

From a regional perspective, North America continues to dominate the Incident Management Software market, accounting for the largest share in 2024. The region’s leadership is attributed to the presence of major technology vendors, a mature IT infrastructure, and heightened awareness of cybersecurity risks. However, Asia Pacific is emerging as the fastest-growing market, fueled by rapid digital adoption, expanding enterprise IT budgets, and increasing regulatory scrutiny. Europe also remains a significant contributor, driven by stringent data protection laws and a strong focus on operational resilience. The Middle East & Africa and Latin America are witnessing steady growth as organizations in these regions recognize the strategic value of incident management in safeguarding critical infrastructure and supporting economic development.

Component Analysis

The Incident Management System and Tools market is experiencing robust growth, driven by the increasing need for organizations to proactively manage and mitigate incidents across various sectors. The rising adoption of cloud-based solutions, coupled with the growing awareness of regulatory compliance and the need for improved operational efficiency, are key factors fueling this expansion. While precise market sizing data isn't provided, considering the presence of numerous established players like PagerDuty and Freshservice, along with emerging solutions, a reasonable estimate for the 2025 market size would be around $5 billion. A conservative Compound Annual Growth Rate (CAGR) of 15% over the forecast period (2025-2033) suggests a market exceeding $15 billion by 2033. This growth is further fueled by trends such as the increasing adoption of AI and machine learning for predictive analytics in incident management, the integration of incident management systems with other IT operations management tools, and the growing demand for automation to streamline incident response processes. However, market restraints include the initial cost of implementation for some solutions, the complexity of integrating these systems with existing IT infrastructure, and the need for skilled personnel to manage and utilize these tools effectively. Market segmentation reveals a diverse range of solutions catering to various industry verticals and organizational sizes. Key players compete based on features, pricing models, ease of use, and integration capabilities. Geographical distribution likely reflects the higher adoption rates in technologically advanced regions like North America and Europe, with emerging markets showing significant growth potential in the coming years. The continuous evolution of cyber threats and the increasing reliance on digital infrastructure will undoubtedly contribute to the sustained growth of this market throughout the forecast period. Furthermore, the increasing adoption of hybrid work models necessitates robust incident management solutions that can handle remote and distributed teams efficiently.

Comprehensive job market information including salary ranges, location data, and skill requirements for Security Incident Management Expert (m/f/d) in Berlin

This dataset is used for the Key Route Network Monitoring Dashboard using data from the Incident Management System. This data is input by Duty Managers within the RTCC. This dataset is updated monthly with the number of IMS incidents that occur within a 100m buffer, within each KRN route it contains the number of incidents under each incident categories, incident severity & impacted networks.

Details of IT Helpdesk calls requiring resolution

Discover the booming Incident Response Tool market! Explore key trends, growth drivers, and leading companies shaping this dynamic sector. Learn about market size, CAGR, and regional breakdowns. Download our comprehensive report today.

The Privacy Incident Management Software market is booming, reaching $3004.5 million in 2025 and projected for significant growth. Learn about market trends, key players (IBM, Microsoft, OneTrust), regional insights, and the impact of GDPR & CCPA. Discover how AI & cloud solutions are transforming incident response.

Type and address of emergency incident to which OEM responded

Incident Management Platform Market Outlook

According to our latest research, the global Incident Management Platform market size reached USD 32.7 billion in 2024. The market is experiencing robust expansion, driven by the increasing complexity of IT environments and the rising frequency of security incidents across industries. With a projected compound annual growth rate (CAGR) of 10.4% from 2025 to 2033, the market is forecasted to reach USD 79.2 billion by 2033. This growth is underpinned by the escalating demand for real-time response capabilities, stringent regulatory requirements, and the proliferation of digital transformation initiatives globally.

One of the primary growth factors fueling the incident management platform market is the exponential rise in cyber threats and security breaches across sectors such as finance, healthcare, and government. Organizations are increasingly recognizing the importance of rapid incident detection, response, and resolution to minimize downtime and financial losses. As incidents become more sophisticated and frequent, enterprises are investing in advanced incident management solutions that integrate automation, artificial intelligence, and analytics. These technologies not only streamline workflows but also enable proactive threat identification and mitigation, which is vital in today’s interconnected digital landscape. The growing adoption of cloud-based solutions further enhances the scalability and accessibility of incident management platforms, making them indispensable for modern organizations.

Another significant driver is the stringent regulatory landscape compelling organizations to maintain robust incident management practices. Regulations such as the General Data Protection Regulation (GDPR), Health Insurance Portability and Accountability Act (HIPAA), and other sector-specific mandates require timely reporting and management of incidents. Failure to comply can result in hefty fines and reputational damage. As a result, enterprises are prioritizing investments in incident management platforms that offer comprehensive audit trails, automated reporting, and seamless integration with existing compliance frameworks. This regulatory pressure is particularly pronounced in highly regulated industries like BFSI and healthcare, where data breaches can have far-reaching consequences.

The ongoing digital transformation across industries is also propelling the demand for incident management platforms. As organizations migrate critical workloads to the cloud, adopt IoT devices, and leverage hybrid IT environments, the attack surface expands significantly. Incident management platforms are evolving to support these dynamic environments, offering real-time monitoring, cross-platform integration, and advanced analytics. The need for business continuity, coupled with the rise of remote and hybrid work models, has further highlighted the necessity for agile and scalable incident management solutions. This trend is expected to continue as enterprises strive for operational resilience in the face of evolving threats.

From a regional perspective, North America currently dominates the incident management platform market, accounting for the largest share in 2024. The region’s leadership is attributed to the presence of major technology providers, high cybersecurity awareness, and substantial investments in digital infrastructure. Europe follows closely, driven by stringent data protection regulations and increasing cyber threats targeting critical sectors. Meanwhile, the Asia Pacific region is witnessing the fastest growth, fueled by rapid digitization, expanding IT infrastructure, and rising awareness of cybersecurity best practices. Latin America and the Middle East & Africa are also experiencing steady growth, albeit from a smaller base, as organizations in these regions increasingly recognize the value of robust incident management capabilities.

Component Analysis

The incident management platform market is segmented by component into software and services, each playing a pivotal role in the overall ecosystem. The software segment holds a dominant share, propelled by the continuous evolution of advanced solutions that offer automation, analytics, and seamless integration with other IT service management tools. Modern incident management software solutions are designed to address complex incident workflows, from detection and triage to resolution and post-incident an

According to Cognitive Market Research, the global Incident Response Market size is USD 145.2 billion in 2024 and will expand at a compound annual growth rate (CAGR) of 5.8% from 2024 to 2031. Market Dynamics of Incident Response Market

Key Drivers for Incident Response Market

Increasing frequency and sophistication of cyber attacks compel organizations to invest in robust incident response capabilities. The increasing frequency and sophistication of cyber attacks have intensified the need for organizations to bolster their incident response capabilities. Cyber threats, ranging from ransomware and phishing to advanced persistent threats (APTs), pose significant risks to data integrity, operational continuity, and customer trust. In response, businesses across industries are prioritizing proactive measures to detect, mitigate, and recover from cyber incidents swiftly and effectively. This involves investing in advanced technologies such as threat intelligence, endpoint detection and response (EDR), and Security Information and Event Management (SIEM) systems. Moreover, organizations are enhancing their incident response plans, conducting regular drills, and training staff to handle evolving cyber threats adeptly. The urgency to safeguard sensitive information and maintain operational resilience amidst growing cyber challenges underscores the critical role of robust incident response strategies in today's digital landscape.
Stringent data protection regulations globally drive demand for effective incident response solutions to ensure compliance and mitigate legal risks.

Key Restraints for Incident Response Market

Challenges in integrating diverse security tools and platforms can hinder seamless incident response operations.
Implementation and maintenance costs of comprehensive incident response solutions may pose financial constraints for organizations.

Introduction of the Incident Response Market

Incident Response refers to the systematic approach taken by organizations to address and manage security breaches, cyber threats, and data breaches promptly and effectively. It encompasses a range of strategies, technologies, and processes aimed at identifying, mitigating, and recovering from security incidents. The market for Incident Response is driven by escalating cybersecurity threats, regulatory pressures, and the increasing adoption of digital technologies across industries. As organizations face higher risks of cyber attacks and data breaches, the demand for comprehensive incident response solutions continues to grow, emphasizing proactive threat detection, rapid incident containment, and resilient recovery strategies.