Blogs Human Risk Management Sof...
May 12, 2026
The modern enterprise is a complex ecosystem of people and technology, and risk no longer comes from human error alone. As organizations integrate AI agents and other non-human actors into critical workflows, a new category of risk emerges that most security tools are blind to. Securing your organization for the future requires visibility into this growing intersection of human and machine-driven activity. Living Security, a pioneer in Human Risk Management (HRM), offers the industry’s first AI-native human risk management software designed for this new reality. Our platform extends visibility to both human and AI agents, helping you predict and prevent incidents across your entire distributed workforce.
Human Risk Management (HRM) software represents a fundamental shift in how organizations approach cybersecurity. It moves beyond traditional, compliance-driven training to focus on the most critical variable in your security posture: people. By identifying, measuring, and mitigating risks tied directly to human actions, an HRM platform provides a proactive and data-driven way to strengthen your defenses from the inside out. This approach acknowledges that while technology is essential, the human element requires a dedicated strategy to turn potential liabilities into a resilient line of defense.
For years, security teams have relied on awareness training, hoping that making people aware of risks would be enough to prevent incidents. But awareness doesn't always translate to safer behavior. With 70% to 90% of cyberattacks involving a human element, it’s clear that the old approach is falling short. HRM software moves beyond simply checking a training box.
Instead of generic, one-size-fits-all content, a Human Risk Management platform is designed to actively reduce risk. It focuses on understanding and changing the specific behaviors that lead to security incidents. The goal is to make human risk visible, measurable, and actionable, transforming your workforce from a common attack vector into a proactive security asset.
Human risk isn't just a small piece of the cybersecurity puzzle; for most enterprises, it's the biggest and most unpredictable piece. Attackers are strategic, and they know that targeting people is often the path of least resistance. That’s why the vast majority of cyberattacks, from phishing to social engineering, begin with a human target. When you consider that a significant portion of data breaches involve an internal actor, it becomes clear why this is a top priority for security leaders.
This isn't about blaming employees. It's about recognizing that your people are on the front lines, facing sophisticated threats every day. Prioritizing human risk means equipping them with more than an annual training video. It requires a data-driven strategy to understand who is most at risk and why, allowing you to intervene before a simple mistake becomes a major incident. The latest cybersecurity insights confirm that managing this human element is critical to building a resilient security posture.
For years, organizations have relied on traditional Security Awareness Training (SAT) to educate employees on cyber threats, yet security incidents caused by human action continue to rise. The fundamental problem is that traditional training was designed for compliance, not for behavior change. It operates on the flawed assumption that annual videos and generic quizzes can prepare employees for sophisticated, ever-changing cyber attacks. This approach fails to account for the unique risks associated with each individual’s role, access level, and specific behaviors, resulting in disengaged employees and a false sense of security for leadership.
This model is no longer sufficient. A modern defense requires a shift from passive awareness to active risk reduction. Human Risk Management (HRM), as defined by Living Security, provides this shift, moving beyond the check-the-box mentality of traditional SAT. Instead of simply delivering training, an HRM platform analyzes data to understand where the real risks are and orchestrates targeted actions to mitigate them before they lead to an incident. It transforms security training from a generic, one-size-fits-all mandate into a personalized, continuous program that measurably improves an organization's security posture.
Traditional SAT programs often use the same generic content for every employee, from the CEO to a marketing intern. This one-size-fits-all approach fails because it lacks relevance. An employee in finance faces different threats than a developer with access to source code. When content doesn't address an individual's specific context or past behaviors, it fails to capture their attention or drive meaningful action. Knowledge of a potential threat doesn't automatically translate into secure habits, especially when the training feels disconnected from daily work.
In contrast, an effective HRM strategy uses data to make training personal and timely. By analyzing signals across behavior, identity, and threat intelligence, a platform can identify which employees are exhibiting risky patterns and deliver interventions at the moment of need. This data-driven approach makes security awareness and training a continuous, adaptive process that reinforces secure behaviors in a way that generic, annual modules never can.
Many organizations view security training primarily as a tool to meet compliance requirements for regulations like PCI DSS, HIPAA, or GDPR. While achieving compliance is necessary, focusing on it exclusively creates dangerous security gaps. A compliance-centric program measures success by completion rates, not by a reduction in risky behavior. This means you can be 100% compliant and still be completely vulnerable to a phishing attack that an "aware" employee clicks on.
This focus on checking a box fosters a culture where security is seen as an annual obligation rather than a shared responsibility. It fails to build the organizational resilience needed to defend against modern threats. Human Risk Management shifts the focus from proving compliance to actively changing behaviors. By moving up the HRM Maturity Model, organizations can evolve from a compliance-driven state to one where risk is proactively managed and security culture is deeply embedded.
The most significant failure of traditional training is its confusion of awareness with risk reduction. An employee can be aware of what phishing is but still fall for a sophisticated spear-phishing email. Awareness is passive knowledge; risk reduction is a measurable outcome. Traditional SAT programs lack the tools to measure their true impact on an organization's security posture, often relying on vanity metrics like how many people completed a course.
The core objective of HRM is to reduce risky behaviors, not just raise awareness. As noted in the Forrester Wave™ on Security Awareness and Training, leading platforms are defined by their ability to provide specific metrics that demonstrate behavioral change and a quantifiable decrease in human risk. By using data to identify and address risky actions, HRM transforms employees from a potential liability into a proactive line of defense, leading to a more secure and resilient organization.
Not all Human Risk Management (HRM) platforms are created equal. The most effective solutions move far beyond traditional awareness training to provide a predictive, data-driven approach to security. A leading HRM platform is defined by its ability to make human risk visible, measurable, and actionable. It gives security teams the tools to not only see risk but to proactively reduce it before an incident occurs. These core features are what separate a true HRM platform from a simple training tool.
A powerful HRM platform begins with a strong data foundation. It ingests and correlates signals from three critical pillars: employee behavior, identity and access systems, and real-time threat intelligence. Analyzing behavior alone, like clicking on a phishing link, only tells part of the story. To truly understand risk, you must also consider identity context, such as a user's access level to sensitive systems, and external threat data, like whether that user is being actively targeted by threat actors. By weaving these disparate data sources together, the platform builds a comprehensive and accurate picture of your organization's risk landscape. This holistic approach to Human Risk Management is what enables security teams to prioritize the most critical risks.
The real power of a leading HRM platform lies in its ability to predict and prevent incidents. Instead of just reacting to risky events after they happen, it uses AI to analyze risk signals and identify patterns that indicate a future threat. The Living Security platform, for example, uses its AI guide, Livvy, to spot emerging threats with precision. It then goes a step further by enabling autonomous action. With human-in-the-loop oversight, the platform can automatically execute routine remediation tasks like sending a targeted training module or reinforcing a policy. This shifts your security posture from reactive detection to proactive prevention, freeing up your team to focus on strategic initiatives.
Generic, one-size-fits-all security training is ineffective because it doesn't address the specific behaviors that put your organization at risk. A modern HRM platform replaces this outdated model with personalized, adaptive interventions. Based on an individual's unique risk profile, the platform delivers targeted micro-training, nudges, and policy reminders at the exact moment they are needed. This data-driven approach ensures that every intervention is relevant and directly aimed at changing a specific risky behavior. This makes security awareness and training an ongoing, integrated part of an employee's workflow, not just an annual compliance exercise.
Phishing remains one of the most common attack vectors, so your defense must be sharp and realistic. Leading HRM platforms offer advanced phishing simulations that go beyond basic templates. These simulations are designed to mimic the sophisticated, targeted attacks your employees face every day. The goal isn't just to test your team but to build resilience by giving them a safe space to practice spotting and reporting threats. By integrating results from these phishing awareness campaigns with other risk signals, the platform can identify which individuals or departments need more support and deliver tailored guidance to strengthen your human firewall.
Human risk is not a static, once-a-year metric; it changes constantly. That’s why continuous, real-time risk visibility is a critical feature. A leading HRM platform provides security leaders with a dynamic dashboard that shows how risk is evolving across the entire organization. You can see risk trajectories for individuals, departments, and even AI agents, allowing you to spot trends and intervene before a minor issue becomes a major incident. This level of insight, validated by industry experts in reports like the Forrester Wave™, empowers CISOs to make informed, data-driven decisions and communicate the state of human risk to the board with confidence.
Demonstrating compliance and proving risk reduction are key responsibilities for any security team. An effective HRM platform simplifies this with actionable reporting designed for GRC and executive audiences. It translates complex data into clear, measurable outcomes, showing exactly how security initiatives are changing behavior and reducing risk over time. These reports provide the specific metrics needed to satisfy auditors and regulators. More importantly, they help you build a compelling business case for your security program by connecting your team's efforts to a tangible reduction in organizational risk. The right HRM purchasing toolkit can help you frame these outcomes effectively.
An HRM platform should not operate in a silo. To provide a truly comprehensive view of risk, it must seamlessly integrate with your existing security stack. This includes connecting to identity providers, endpoint detection and response (EDR) tools, security information and event management (SIEM) systems, and other data sources. This deep integration is what allows the platform to gather the rich behavior, identity, and threat signals needed for accurate prediction. It also enables the platform to orchestrate responses across different systems, making it a central hub for managing human and AI agent risk. These integrations are key to delivering holistic security solutions that protect the entire enterprise.
A leading Human Risk Management (HRM) platform moves beyond simple observation. It starts by creating a data-driven foundation that makes risk visible and measurable. The Living Security Platform, for example, analyzes over 200 real-world signals to build a complete picture of risk. It correlates data across three critical pillars: employee behavior, identity and access systems, and real-time threat intelligence. This comprehensive analysis allows the platform’s AI guide, Livvy, to spot emerging threats and predict risk trajectories with precision. Instead of just reacting to incidents, you gain the ability to see which individuals, roles, or access points are most likely to introduce risk, allowing you to act proactively.
Once the platform identifies a potential risk, it doesn't just send an alert and stop. It takes action. An AI-native HRM platform can autonomously orchestrate many routine response actions, from delivering adaptive phishing simulations to assigning targeted micro-training. This intelligent automation handles up to 80% of routine remediation, freeing your security team to focus on high-impact strategic work. Crucially, this is all done with human-in-the-loop oversight. The platform provides explainable, evidence-based recommendations, but your team always remains in control. This approach offers a range of solutions that enhance your team's capacity, rather than replacing its judgment.
The modern enterprise is a complex ecosystem of people and technology, and risk no longer comes from human error alone. As organizations integrate AI agents and other non-human actors into their workflows, a new category of risk emerges. A truly pioneering Human Risk Management platform extends visibility to these AI agents, helping you monitor and manage the growing intersection of human and machine-driven activity. By understanding how both humans and AI interact with your systems, you can secure your organization against a new generation of threats and ensure your security posture is prepared for the future of work.
As Human Risk Management (HRM) becomes a critical function for security leaders, it’s important to understand that not all platforms are built the same. A true enterprise-grade solution moves far beyond simple awareness training or basic risk scoring. The leading Human Risk Management Platform is defined by a set of core capabilities that work together to provide a proactive, data-driven approach to securing your organization. When evaluating solutions, you should look for a platform built on an AI-native foundation that enables it to predict risk, not just detect it after the fact.
This predictive power comes from the ability to analyze and correlate a wide range of signals across your entire security ecosystem. A top-tier platform doesn't just identify a problem; it guides your team with clear recommendations and can act on them autonomously, all while keeping your experts in control. According to the Forrester Wave™: Security Awareness and Training Solutions, Q1 2024, leaders in this space are distinguished by their ability to deliver these advanced capabilities. These four pillars are what separate a basic tool from a strategic HRM partner.
A leading HRM platform is AI-native, meaning its architecture was designed from the ground up around artificial intelligence. This is fundamentally different from older systems that simply bolt on AI features as an afterthought. An AI-native foundation allows the platform to ingest and process billions of data points in real time, uncovering complex patterns that would be impossible to spot manually. This core structure is what enables the platform to predict, guide, and act with precision. It’s the engine that powers everything from identifying emerging risk trajectories to orchestrating personalized interventions, making the entire system smarter, faster, and more effective at reducing human risk.
Traditional security tools operate on a reactive "detect and respond" model, waiting for an incident to happen before taking action. A modern Human Risk Management approach flips this script entirely, focusing on prediction and prevention. Instead of just flagging a user after they click a malicious link, a leading platform analyzes hundreds of signals to identify the individuals and roles most likely to introduce risk before an incident occurs. This proactive stance allows security teams to move from a state of constant firefighting to one of strategic risk reduction, focusing their resources where they will have the greatest impact and stopping threats before they materialize.
To accurately predict risk, a platform must see the whole picture. Looking at user behavior in isolation, such as phishing test failures, provides an incomplete and often misleading view. A leading HRM platform correlates data across three critical pillars: employee behavior, identity and access systems, and real-time threat intelligence. By analyzing who has privileged access, who is being actively targeted by threat actors, and how they behave, the platform builds a comprehensive and contextualized understanding of risk. This holistic analysis, supported by findings in the 2025 Human Risk Report, ensures that interventions are targeted at the most critical intersections of vulnerability and threat.
Insights are only valuable if you can act on them. The most advanced HRM platforms use their predictive intelligence to drive autonomous action, helping to scale your team’s efforts. This can include automatically enrolling a high-risk user in targeted micro-training, sending a contextual nudge to reinforce a policy, or alerting a manager to a pattern of risky behavior. However, automation does not mean a loss of control. These actions are executed with human-in-the-loop oversight, ensuring your security team remains the ultimate authority. This "AI with human oversight" model frees your team from routine tasks, allowing them to focus on high-level strategy and incident response.
Adopting a Human Risk Management (HRM) platform is about driving tangible, measurable change, not just adding another tool to your security stack. Unlike traditional approaches that stop at awareness, a true HRM solution delivers concrete outcomes that strengthen your security posture and empower your team. By shifting the focus from reactive detection to proactive prevention, you can expect to see significant improvements in risk reduction, cultural maturity, and operational efficiency. The goal is to move beyond simply managing security tasks and start managing human and AI-agent risk in a way that produces clear, board-ready results.
The primary goal of Human Risk Management is to deliver a quantifiable reduction in risky user actions. Instead of just making people aware of threats, the platform identifies and addresses the specific behaviors that introduce risk. By analyzing signals across identity, behavior, and real-time threats, the leading Human Risk Management Platform can pinpoint the small percentage of users responsible for the majority of an organization's risk. For example, Living Security's platform has found that just 10% of users can account for 73% of the risk. By focusing interventions on this group, organizations have achieved a 50% reduction in risky users, turning a critical vulnerability into a measurable strength.
Checking the compliance box is no longer enough. A mature security program is built on a culture where every employee understands their role in protecting the organization. An HRM platform helps you build this culture by moving beyond generic, one-size-fits-all training. The focus shifts from completing annual modules to fostering lasting behavior change. By providing personalized guidance and context-aware nudges, you can integrate security into daily workflows, making it a shared responsibility instead of an annual chore. This approach transforms your workforce from a potential liability into your most effective defense layer. You can learn more about this philosophy by exploring what defines Human Risk Management.
Security teams are often stretched thin, buried under alerts and manual tasks. A powerful HRM platform reclaims that valuable time through intelligent automation. By autonomously handling 60% to 80% of routine remediation tasks, the platform frees your team to focus on high-impact strategic initiatives. This isn't about replacing human judgment; it's about augmenting it. With AI and human oversight, the system can automatically assign targeted micro-training, send policy reminders, or launch adaptive phishing tests based on observed behaviors. This allows your team to act on insights at scale, ensuring that risk is addressed quickly and consistently without overwhelming your personnel.
As Human Risk Management (HRM) becomes a cornerstone of modern security strategy, a few myths have started to circulate. It’s important to separate fact from fiction to understand the true value an HRM platform can bring to your organization. Let's clear up some of the most common misconceptions about what HRM is and what it does.
A common fear is that HRM platforms automate security decisions, removing the expert from the loop. The opposite is true. A leading Human Risk Management platform acts as an intelligent guide, not a replacement for your team's expertise. It processes vast amounts of data from behavior, identity, and threat signals to surface risks your team might otherwise miss. This approach, which we call AI with human oversight, automates routine tasks like sending targeted training. This frees up your security professionals to focus on high-level strategy and complex incident response, armed with better data to make informed judgments.
Not all platforms labeled "HRM" offer the same capabilities. Some are simply traditional security awareness training tools with a new name. A true, leading HRM platform is built on an AI-native foundation designed for prediction. It moves beyond analyzing a single data stream by correlating signals across employee behavior, identity and access systems, and real-time threat intelligence. This comprehensive view is what allows the platform to accurately predict risk trajectories before they lead to an incident. When evaluating solutions, look for one that offers this multi-faceted analysis and autonomous action, as these features separate a basic tool from a transformative security solution.
No security tool can promise to eliminate 100% of risk, and any vendor who says otherwise should be met with skepticism. The goal of Human Risk Management is not to achieve an impossible state of zero risk. Instead, it’s about moving beyond a simple compliance-focused, check-the-box mentality to actively and measurably reducing risk. An effective HRM platform gives you the visibility to understand your risk posture and the tools to change behavior, building a stronger security culture over time. The objective is to achieve real security results and make your organization a harder target, not to chase an unattainable ideal.
Adopting a Human Risk Management (HRM) platform is a powerful step toward proactive security, but like any strategic initiative, it can present a few hurdles. The good news is that these challenges are well-understood, and a modern, AI-native platform is designed to address them directly. By anticipating these common issues, you can ensure a smooth and successful implementation that delivers measurable results from day one. Let's walk through how to tackle them.
An effective HRM platform cannot operate in a silo. To get a true picture of risk, it needs to connect with the tools you already use, like identity and access management (IAM), endpoint detection, and email security gateways. The goal is to create a central nervous system for human risk that can both pull in data and push out actions. A leading HRM platform is built for this kind of integration, allowing it to correlate signals across your entire environment. This connectivity is what enables the platform to use human risk insights to trigger automated security controls, turning data into immediate, protective action.
One of the biggest adjustments is moving away from a compliance-first mentality. Traditional security awareness often focuses on checking a box to satisfy an audit, but Human Risk Management (HRM) aims for a much bigger prize: genuine behavior change that measurably reduces risk. This requires a cultural shift where the goal is not just awareness, but turning every person into a capable defender against threats. The core idea is to use data-driven insights to understand why risky behaviors happen and deliver targeted interventions that build safer habits over time, transforming your security posture from reactive to predictive.
We have all experienced training fatigue. Endless, generic security modules can make employees tune out, which is counterproductive to reducing risk. The key to overcoming this is personalization and relevance. Instead of one-size-fits-all annual training, a modern approach uses positive reinforcement and adaptive, just-in-time interventions. An AI-driven platform can deliver quick tips and micro-lessons precisely when a risky action occurs. This makes the guidance immediately applicable and far more effective than a scheduled course, keeping your team engaged and reinforcing your security awareness training without causing burnout.
Investing in a Human Risk Management (HRM) platform is a strategic decision, and understanding the pricing structure is a critical part of the evaluation process. The cost of an HRM platform is not just a line item in your budget; it is a direct reflection of the capabilities, intelligence, and outcomes the solution delivers. The most effective platforms offer transparent pricing that scales with your organization's needs, ensuring you are paying for the value you receive. This approach moves away from a one-size-fits-all model and toward a partnership where the platform's success is tied to yours.
When you evaluate pricing, it's helpful to think beyond the initial quote. Consider the platform's ability to deliver measurable risk reduction and operational efficiency. The leading Human Risk Management Platform is priced based on the comprehensive value it provides, from predictive insights that prevent incidents to autonomous actions that free up your security team. The goal is to find a partner whose pricing aligns with a clear return on investment, helping you build a strong business case for proactively managing human risk. This section will guide you through the common pricing models and how to assess the total value of an HRM platform for your enterprise.
Most Human Risk Management (HRM) platforms operate on a subscription-based model, typically billed annually. This Software as a Service (SaaS) approach provides flexibility and ensures you always have access to the latest features and threat intelligence. You will often find tiered pricing structures designed to match different organizational sizes and maturity levels. These tiers might range from a basic plan focused on foundational training to an enterprise-level offering with advanced AI-driven analytics, extensive integrations, and dedicated support.
For large enterprises, the top tiers provide the most value, unlocking the full power of an AI-native platform. When comparing options, look closely at what each tier includes. A comprehensive HRM purchasing toolkit can help you ask the right questions about implementation fees, training for your team, and ongoing support costs to get a clear picture of the total investment.
Calculating the return on investment for an HRM platform goes far beyond preventing a single, costly data breach. A true ROI assessment includes both quantitative and qualitative gains. Quantitatively, you can measure a reduction in security incidents, improved efficiency from automating routine tasks, and lower costs associated with compliance and audits. The ability to prove a measurable decrease in risky behaviors provides a clear, data-backed justification for the investment.
Qualitatively, the value is just as significant. A leading HRM platform helps you build a resilient security culture where employees become active partners in defense. As you evaluate solutions, consider their long-term strategic impact. According to the Forrester Wave™ report, top platforms are distinguished by their ability to deliver actionable insights and drive behavioral change. The total value lies in shifting your security posture from reactive to predictive, ultimately creating a more secure and efficient organization.
Adopting a Human Risk Management (HRM) platform is a significant step toward a more proactive security posture. For enterprise organizations, this isn't just another tool; it's a strategic shift from a compliance-based mindset to one focused on measurable risk reduction. But before you invest, it’s critical to determine if your organization is prepared to make that shift and what to look for in a solution. Many vendors claim to offer HRM, but their platforms are often just rebranded security awareness training tools that fail to address the root causes of human-driven incidents. A true, leading Human Risk Management Platform integrates deeply into your security ecosystem to provide a holistic view of risk.
Answering a few key questions will help you understand your current capabilities and identify a platform that can truly mature your security program. The goal is to find a partner that helps you predict and prevent incidents by correlating complex signals across your workforce, including both human and AI agent activity. This self-evaluation ensures you select a platform that aligns with your strategic goals, delivers tangible results, and provides a clear return on investment. It’s the difference between buying a tool and building a resilient security culture that can adapt to emerging threats.
Before you can improve, you need a clear baseline of where you stand. Assessing your organization's current maturity is the first step toward effective Human Risk Management. A mature program moves beyond simply making people aware of risks and focuses on measurably reducing them through behavioral change. Start by evaluating how well you currently find, measure, and lower security risks tied to human action. Do your metrics stop at training completion rates, or can you connect your efforts to a quantifiable reduction in incidents? A great way to formalize this process is by using an HRM maturity model to benchmark your program against industry best practices and identify specific areas for growth.
When evaluating solutions, your questions should cut through the marketing noise to reveal a platform's true capabilities. A leading Human Risk Management platform should do more than just send training modules. To find the right fit, ask vendors pointed questions about their approach. For instance: How does your platform analyze and correlate data across employee behavior, identity systems, and threat intelligence? Does it predict risk or just detect it? What specific response actions can it automate, and how does it ensure human oversight? Finally, ask for proof of how they help organizations achieve measurable risk reduction. For a complete list of questions and evaluation criteria, you can use a comprehensive HRM purchasing toolkit to guide your decision.
How is a Human Risk Management platform different from the security awareness training we already do? Think of it as the difference between a lecture and a personal coach. Traditional security awareness training is like a lecture: it delivers the same information to everyone, hoping some of it sticks, mainly to check a compliance box. A Human Risk Management (HRM) platform is your personal coach. It uses data to understand each individual's specific risky behaviors and delivers targeted, timely guidance to help them improve. The goal isn't just awareness; it's a measurable reduction in the actions that lead to security incidents.
My team is already stretched thin. Will an HRM platform just add more work? This is a common concern, but a leading HRM platform is designed to do the opposite. It acts as a force multiplier for your team. By using AI with human oversight, the platform can autonomously handle 60% to 80% of routine remediation tasks, like assigning personalized micro-training or sending policy nudges. This intelligent automation frees your security professionals from repetitive work, allowing them to focus on high-level strategy and critical threats instead of getting buried in alerts.
How does the platform actually predict risk? What data does it use? Prediction isn't a guess; it's the result of comprehensive data analysis. A true HRM platform, like the one from Living Security, a leader in Human Risk Management (HRM), doesn't just look at one type of data. It ingests and correlates signals from three critical pillars: employee behavior (like phishing clicks), identity and access systems (who has keys to what), and real-time threat intelligence (who is being targeted). By analyzing how these different factors intersect, the platform's AI can identify patterns and predict which users are on a high-risk trajectory before an incident occurs.
What kind of measurable results can we expect from implementing an HRM platform? You should expect clear, quantifiable outcomes that you can report to your board. Instead of just tracking training completion rates, you will see a tangible reduction in risky behaviors across your organization. For example, by focusing on the small percentage of users who cause the most risk, organizations have seen a 50% reduction in their risky user population. You can also expect greater operational efficiency for your security team and the development of a stronger, more resilient security culture.
Our organization is starting to use AI agents. Does HRM only apply to people? While the "human" is in the name, a forward-looking HRM platform understands that risk now exists at the intersection of human and machine activity. The leading Human Risk Management Platform extends its visibility to AI agents and other non-human actors that interact with your systems. This allows you to monitor and manage a new and growing category of risk, ensuring your security posture is prepared for the modern, distributed workforce, which includes both people and their AI counterparts.