The Hype Cycle
The importance of taking a proactive approach to security operations continues to be a key strategic change for organizations that have highly complex environments, especially those that have chosen to implement a cloud-first strategy. This year’s Hype Cycle highlights the maturation of several traditional security operations technologies, alongside the emergence of new entrants aiming to redefine the security operations landscape. The evolving paradigm prioritizes proactivity and scalability as some of its core advantages.
Notable themes in this year’s Hype Cycle include:
Technologies supporting threat exposure management programs are advancing across several critical areas, including expanding asset visibility, enhanced prioritization capabilities and innovative approaches to accelerating risk reduction initiatives.
Threat detection, investigation and response (TDIR) providers are now promoting AI-powered event triage automation, offering improved detection accuracy and more efficient incident response processes.
Technologies like exposure assessment platforms and threat intelligence products and services have evolved. They now offer a unified platform that consolidates previously disparate products and services, simplifying adoption and delivering greater value to organizations.
End users are accelerating the deployment of both custom-built and commercial off-the-shelf AI solutions, with a primary focus on optimizing resources to enhance security operations centers.
As enterprise infrastructure expands, security operations leaders are increasingly seeking enhanced asset visibility and innovative strategies to boost organizational resilience against rapidly evolving threats designed to bypass existing security controls. While this transformation affects multiple facets of security programs, organizations this year are shifting their focus from traditional vulnerability management to a more comprehensive exposure management approach (see How to Grow Vulnerability Management Into Exposure Management). When implemented effectively, exposure management serves as a valuable foundational data source for improving all security operations (SecOps) activities. At the same time, it facilitates a shift toward an adaptive security framework, enabling cybersecurity decision making to be driven by risk rather than theoretical models (see Transform SecOps via Proactive Exposure Management and Threat Defense).
Threat Exposure Management
This year’s Hype Cycle highlights notable achievements in technology markets closely aligned to threat exposure management (TEM). Key areas of progress include, but are not limited to:
Cyber asset attack surface management (CAASM) and external attack surface management (EASM) aim to provide greater internal and external visibility of digital assets across an enterprise. CAASM has the added advantage of unifying assets sourced from a variety of security and IT tools into a single point of access, simplifying asset management. EASM adopts an external perspective to continuously discover and inventory internet-facing assets, thereby establishing and evaluating externally exposed risks. In unison, these solutions hope to solve the asset visibility problem internally and externally. However, both markets are considered “obsolete before plateau” on this year’s Hype Cycle. Their promised functionalities are now being incorporated into other, adjacent markets, such as exposure assessment platform (EAP) and adversarial exposure validation (AEV).
Traditionally, enterprises have relied on penetration testing to meet compliance requirements. However, they are increasingly seeking services like penetration testing as a service (PTaaS) to enable continuous security testing, benefit from rapid scheduling, facilitate real-time communication and integrate seamlessly with DevOps workflows. Alternatively, automated penetration testing, red teaming and breach attack simulation tools have evolved into AEV tools. These tools provide easy deployment, automation and realistic scenarios for reliable assessments. Regardless of the deployment model chosen, security operations leaders must govern the use of these tools and services within a formalized offensive security program. For maximum effectiveness, offensive security program goals must be closely aligned to the broader TEM goals for continued maturation.
Exposure assessment platforms (EAPs) have emerged from the convergence of several technologies. Vulnerability assessment tools have incorporated attack surface management (ASM) capabilities, while ASM tools are now aggregating data from a broader range of sources. Additionally, attack simulation tools are expanding their functionality to include ASM features. They are designed to enhance visibility by enumerating and prioritizing exposures such as vulnerabilities and misconfigurations across multiple asset classes and attack surfaces. While EAPs can be used in conjunction with vulnerability assessment solutions, they can also replace the numerous vulnerability scanners organizations may have, limiting technology sprawl. Today, many EAP solutions already include some variation of CAASM, EASM and automated security control assessment (ASCA) functionality.
ASCA solutions are designed to enhance visibility and governance over enterprise security controls across diverse attack surfaces. These solutions are often optimized to account for today’s volatile threat landscape, enabling enterprises to implement effective mitigations as near-term or compensatory alternatives to full remediation.
Threat Detection, Investigation and Response
In today’s rapidly evolving cyberthreat landscape, organizations face the dual challenge of defending against increasingly sophisticated attacks while managing the operational costs associated with comprehensive security measures. Threat detection and response mechanisms now form a comprehensive arsenal of tools to identify and mitigate complex threats like ransomware and identity-based attacks. Key components include:
Endpoint detection and response (EDR)
Network detection and response (NDR)
Extended detection and response (XDR)
Digital forensics and incident response (DFIR)
Cybersecurity incident response management (CIRM)
Threat intelligence (TI)
Digital risk protection services (DRPS)
These solutions provide proactive threat detection, facilitate automated incident response and deliver comprehensive visibility across networks and endpoints, thereby fortifying an organization’s overall security posture.
Managing the financial aspects of cybersecurity is crucial, as data management, security tools and services can prove costly. Solutions like managed detection and response (MDR), co-managed security monitoring services and telemetry pipelines offer cost-effective and scalable technologies. These security services reduce the need for extensive in-house expertise and lower data management costs. As a result, organizations can maintain robust protection while optimizing both their security budgets and operational effectiveness.
XDR solutions offer the promise of turnkey protective monitoring technologies, allowing organizations to accelerate time to value when establishing a TDIR capability. Many XDR providers now include the point data collection and enforcement technologies like EDR, NDR, security orchestration and automated response (SOAR), TI and security information and event management (SIEM) systems. In addition, they offer out-of-the-box threat detection logic to enhance security operations. However, larger teams that have implemented XDR are acknowledging some limitations in flexibility and customizability. As a result, there is renewed interest in SIEM solutions to address these gaps. Similarly, the growing popularity of the Open Cybersecurity Schema Framework (OCSF) has the potential to undermine the value proposition of XDR. By providing a standardized framework for managing security data, OCSF benefits the entire security operations center (SOC) from data engineers to SOC investigators. TI has long been a mature market; however, recent developments in adoption and innovation have significantly increased its perceived value. Organizations have expanded their requirements and use cases for TI, resulting in more stakeholders benefiting from threat-informed decision making. Digital risk protection services (DRPS) are considered “obsolete before plateau,” as their core capabilities have become standard features within the TI market. This integration provides buyers with a unified console for consuming, investigating and reporting on a broad spectrum of threats.
Cybersecurity incident response management (CIRM) technologies have been newly introduced in this year’s Hype Cycle. Their primary goal is to help organizations manage the increasing volume and complexity of security incidents. These solutions also aim to reduce response times and enhance communication and collaboration across teams. Larger organizations tend to realize greater benefits from these technologies, primarily due to the scale of their infrastructure and the corresponding incident workload. In contrast, smaller enterprises may encounter obstacles in adoption as successfully operationalizing these technologies often requires a higher level of organizational maturity. Enterprises not yet prepared to implement CIRM tools should focus on building and maturing their incident response processes by leveraging existing ticketing functionalities within native tools such as ITSM, SIEM, SOAR or XDR.
Expanding Artificial Intelligence Use Cases for Security Operations
Security operation technologies leverage multiple AI techniques and continue to expand new use cases for existing techniques such as predictive modeling. AI SOC agents capture a new wave of technologies leveraging generative AI foundational models, promising transformative results. Additionally, cybersecurity AI assistants are seeing increased adoption as enterprise security programs pilot new use cases to evaluate the effectiveness of their outcomes.
Cybersecurity AI assistants entered the Hype Cycle last year. This category of technology aims to transform security operations by automating routine tasks, allowing security professionals to focus on activities that require advanced expertise. AI assistants automate resource-intensive tasks, synthesize threat intelligence and generate remediation suggestions, enabling teams to focus on strategic initiatives. The primary focus of these tools is to assist the human operator in their operational tasks. According to the 2025 Gartner Cybersecurity Innovations in AI Risk Management and Use Survey, 42% of cybersecurity leaders reported that their organizations are piloting or currently using AI assistants for threat detection and response, while another 46% plan to enable it next year.
AI SOC agents have been recently introduced to the market with the primary aim of alleviating cybersecurity resource constraints and workforce challenges. These agents automate the completion of routine tasks, such as security event triage, enabling teams to scale more efficiently. As a result, security professionals can redirect their focus to critical activities that require human expertise, including incident response, threat hunting and advanced analysis. The recommendation is to leverage these technologies to augment the operator, so they can refocus on other tasks that require critical thinking.
Predictive modeling in cybersecurity offers a shift toward proactive cybersecurity strategies that leverage predictive modeling and data science. This approach is designed to proactively anticipate and detect threats before they can impact the organization, helping to prevent the costs associated with data breaches while simultaneously maintaining a robust security posture. The primary focus of this technology is to deliver early warning signals of imminent threats, enabling organizations to proactively mobilize resources and intervene before any impact occurs.
Evaluating the Hype Cycle
Some key recommendations for evaluating this year’s Hype Cycle:
Organizations must transition from traditional vulnerability management to continuous threat exposure management (CTEM). SecOps leaders should utilize exposure-management-oriented technologies, data and processes as a strategic pathway toward CTEM maturation. Prioritize EAP solutions as the central technology for orchestrating exposure data. However, be cautious of vendor marketing claims, as capabilities can vary significantly between vendors. Ensure that selected solutions closely align with your organization’s specific requirements to maximize effectiveness.
Conduct rigorous testing of AI capabilities, even when they are integrated into established technologies. Since these new features may not be thoroughly validated, it is essential to independently assess their effectiveness before relying on vendor claims.
Evaluate TDIR-capable technologies and services for their flexibility and modularity to ensure they can support the evolving needs of your security program as it matures. Ensure these providers also include threat intelligence and DRPS services to curate better threat detection and enable faster and more accurate incident response.
Benchmark best-of-breed approaches for emerging technologies and new AI use cases. Assess the value of specialized tools against the advantages of consolidated offerings from larger providers, particularly in areas where the technology has reached maturity.
Innovation Trigger
Cybersecurity vendors continue to innovate as this year’s Innovation Trigger sees two new entries — AI SOC agents and CIRM. Security operations leaders can expect to see more solutions focused on augmenting and assisting security operations teams, aiming for improved resource and performance optimization. The challenge becomes assessing what is truly necessary in the context of helping meet your organization’s goals — rather than just gravitating to vendors with the best marketing.
Simultaneously, the adoption of exposure-management-related technologies, such as adversarial exposure validation (AEV) and automated security control and assessment (ASCA), has increased, moving these innovations further along the curve. This underscores the increasing need to enhance the visibility, testing and governance of security controls in order to better prioritize exposure findings and strengthen overall organizational resilience.
Peak of Inflated Expectations
This year’s Peak of Inflated Expectations features several technologies supporting a CTEM program — exposure assessment platforms (EAPs), cyber-physical systems (CPS) security and penetration testing as a service (PTaaS). While these offerings promise to elevate exposure assessment and validation capabilities, they are not sufficient on their own. Effective results also require well-defined processes and skilled personnel. The complexity of implementing CTEM in the face of rapidly expanding attack surfaces may place heightened demand for new or more advanced skill sets. However, many organizations lack the expertise necessary to navigate these challenges effectively.
Trough of Disillusionment
Feature consolidation is a key theme in the Trough of Disillusionment this year, with several siloed products being marked as obsolete — CAASM and DRPS in particular. This is not to say these offerings aren’t necessary — their core functionality is still being offered by larger platform providers (such as EAP and TI solutions), which allows customers to consolidate purchasing and accelerate time to value.
While one-third of the Hype Cycle entries in this section are now considered obsolete, the majority of the remaining offerings are TDIR-focused solutions, including DFIR, ITDR and XDR. Despite each solution’s moderate to high benefit rating, organizations continue to encounter obstacles that hinder the full realization of their promised advantages. Common challenges include integration and customization difficulties, dependency on effective cross-team collaboration and the complexity of operationalizing products and services. Successful implementation of these technologies is contingent on well-defined requirements, processes, strategic coordination across teams, as well as close alignment with security program goals.
This year’s developments underscore the rapid evolution of the cybersecurity industry, as many offerings once considered “core” are now struggling to gain expected traction and are increasingly being integrated as features within broader solutions.
Slope of Enlightenment
Products and services in the Slope of Enlightenment are experiencing increased adoption, driven by improved consumer understanding of their functionality and ongoing vendor enhancements, based on end-user feedback. These factors are contributing to greater satisfaction during regular use.
This year, several Hype Cycle entries have shown significant improvements in capabilities offered, market maturity and customer adoption:
Co-managed security monitoring services
Managed detection and response services
Network detection and response
Threat intelligence products and services
Offensive security programs
Security orchestration and automated response
External attack surface management
Evaluate these capabilities to address maturity gaps within your security program, whether the goal is to improve threat detection or operationalize threat intelligence.
Plateau of Productivity
Endpoint detection and response (EDR) along with security information and event management (SIEM) systems remain the only markets to reach the Plateau of Productivity this year. These solutions are widely trusted by many security operations teams to support and achieve their core objectives. The fast-paced nature of the cybersecurity industry sees technologies struggle to assert their dominance to the extent of becoming mainstream, like EDR and SIEM.
While EDR remains a cornerstone of modern security operations, it is also subject to the broader trend of platformization observed in this year’s Hype Cycle. As a result, EDR may increasingly be integrated into comprehensive TDIR solutions such as XDR. This shift allows customers the opportunity to obtain EDR capabilities as part of a consolidated technology purchase.
Meanwhile, SOC investigators can anticipate increased productivity through the integration of AI capabilities, such as AI SOC agents into SIEM platforms. This will act as an innovative SIEM add-on that helps organizations simplify complex automations, combat alert fatigue by automating security event triage and incident response efforts.