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Patrick M. Hayes

Insights & Essays

Insights

Writing on Business Survivability, Integrated Assurance, Decision Debt, Operational Trust, AI, cyber risk and the decisions that shape how organizations respond to change and disruption.

85 articles, newest first

  1. AI & Organizational Risk

    Who Approved the AI That Your Vendors Are Using?

    Most organizations are spending a lot of time trying to figure out how they want to use AI. They are developing policies, deciding which tools employees can use, looking at privacy concerns and trying to determine where AI makes sense in…

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  2. AI & Organizational Risk

    AI Is Changing Your Business Faster Than You Think

    The challenge of understanding a growing business is not new. Organizations have been adapting to changing markets, new technologies, and evolving customer expectations for decades. What is new is the speed at which those changes are now…

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  3. Leadership & Governance

    When Nobody Understands the Whole Business

    One of the advantages of leading a growing business is that experience builds confidence. Leaders learn where to focus their attention, employees become more efficient, and many of the day-to-day decisions that once required careful…

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  4. Leadership & Governance

    Complexity Doesn't Arrive Overnight

    People often talk about complexity as though it arrives with size. Reach a certain number of employees, open another location, acquire another company, and complexity simply appears. My experience has been very different. Complexity has…

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  5. Leadership & Governance

    The Hidden Cost of Growth

    Every business owner wants growth. It is the reason people accept the uncertainty that comes with building a company in the first place. Growth brings new customers, larger opportunities, stronger cash flow, and the ability to invest in…

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  6. Cyber Risk & Insurance

    The Business Question Behind Every Cyber Event

    Most cybersecurity conversations begin in the wrong place. The discussion usually starts with threats, vulnerabilities, controls, or the latest technology designed to stop an attack. Those topics matter, but they often distract leaders…

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  7. Cyber Risk & Insurance

    Cyber Insurance Has Changed But Most Companies Haven't

    Cyber insurance was something organizations thought about once a year. The renewal would come around, someone would fill out the application, a few questions would get routed to security, finance would review the cost, and the policy would…

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  8. AI & Organizational Risk

    AI Makes Competence Harder to See

    Every generation gets its own technology revolution. The internet changed how we access information. Cloud computing changed how businesses consume technology. Artificial intelligence is changing how work gets done. Most of the discussion…

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  9. Leadership & Governance

    The Cost of Proving Nothing Is Wrong

    Every executive eventually asks some version of the same question. Sometimes it is about cybersecurity. Sometimes it is about financial controls, operational risk, compliance, or business continuity. The wording changes, but the intent is…

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  10. AI & Organizational Risk

    AI Is Changing How Businesses Operate

    Most discussions about AI focus on what the technology can do. The conversation usually revolves around productivity gains, automation, efficiency, and innovation. Those benefits are real, but they miss the larger story. What makes AI…

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  11. Cyber Risk & Insurance

    Cyber Insurance Shouldn’t Feel Like a Risk

    Most brokers didn’t grow up selling cyber. It showed up fast, got complicated even faster, and now it sits right in the middle of client conversations whether you want it there or not. Some clients ask for it directly. Others don’t bring…

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  12. Cyber Risk & Insurance

    When a Temporary Fix Becomes a Real Risk

    Most small and mid-sized businesses don’t think they have a control problem. On paper, things usually look fine. Security tools are in place, policies exist, and requirements are technically met, but that’s rarely where things break. The…

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  13. Cyber Risk & Insurance

    Can We Insure This?

    Insurability changes the risk management conversation in ways most organizations do not fully appreciate until they experience it. For years, risk has been framed through internal lenses such as frameworks, control coverage, and maturity…

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  14. Leadership & Governance

    Making Risk Management a Team Sport

    On paper, many organizations appear disciplined in how they manage risk. Policies are documented and version controlled. Frameworks are mapped and cross-referenced. Governance committees meet regularly. Dashboards display risk indicators…

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  15. Cyber Risk & Insurance

    Risk Management Through the Lens of Insurability

    There was a time when cyber insurance felt comfortably distant from day-to-day security operations. It was positioned as a financial instrument, a transfer mechanism that sat downstream from prevention and response. The annual ritual was…

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  16. Cyber Risk & Insurance

    The Risk Management Lifecycle Outgrew Cybersecurity

    For a long time, organizations believed they had risk management reasonably contained. The risk management lifecycle that most enterprises still reference was built for a different era. Identify, protect, detect, respond, recover remains…

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  17. AI & Organizational Risk

    AI SOC is Just Marketing

    “AI SOC” is everywhere right now, so it must be table stakes right... And when something becomes table stakes… it stops being differentiation. The uncomfortable truth is that investigation automation was never the breakthrough. So what's…

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  18. Integrated Assurance

    Relevant Impact - Coming Soon!

    I am excited to share that my latest book Relevant Impact: A Field Guide to Integrated Assurance is off to my publisher Taylor & Francis Group for release in spring of 2026 as part of the CRC Press Security, Audit and Leadership series. I…

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  19. AI & Organizational Risk

    Reviewing and Shaping NIST’s Cyber AI Profile

    This week I had the opportunity to review and provide feedback to National Institute of Standards and Technology (NIST) on NIST IR 8596 irpd: Cybersecurity Framework Profile for Artificial Intelligence (Cyber AI Profile).

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  20. AI & Organizational Risk

    EDR Is Not the Center of Gravity in AI Security

    The recent article by CRN CrowdStrike CEO: Endpoint Security Re-Accelerates As AI Surge Leads To ‘Renewed Interest’ presents a familiar storyline. A surge in the use of AI clients and AI enhanced browsers is described as a new form of…

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  21. AI & Organizational Risk

    AI is the New Napster - Part 2

    Cybersecurity has always reminded me of the early days of heavy metal. It began with a small community of committed practitioners who valued grit and authenticity. It was loud, rough and shaped by people who treated the work like a craft.…

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  22. AI & Organizational Risk

    Ai is the New Napster

    I’ve been speaking a great deal on AI and the cybersecurity impacts that come from the rapid adoption. In my talks I’ll often welcome folks to the Heavy Metal portion of the conference I’m speaking at. Why? Because like metal, the early…

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  23. Leadership & Governance

    The New vCISO Mandate

    Nice to see my article, The New vCISO Mandate, hit the cover of the December edition of Cyber Defense Magazine .

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  24. Integrated Assurance

    Unified Defense through Integrated Assurance

    The broadcast industry’s security model has historically been fragmented, divided along the same operational boundaries that once defined its organizational structure. Engineering managed transmission integrity, IT managed network…

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  25. AI & Organizational Risk

    Autonomous and AI-Driven Threats

    Artificial intelligence has not only transformed broadcasting but also redefined how threats manifest and evolve within it. The broadcast kill chain, once linear and dependent on human initiative, now includes autonomous agents capable of…

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  26. Cyber Risk & Insurance

    The Evolving Threat Landscape

    Broadcasting has undergone a transformation more profound than any in its century-long history. Once governed by closed transmission networks and controlled production pipelines, the modern broadcast enterprise now operates as an…

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  27. AI & Organizational Risk

    First AI-Orchestrated Espionage Campaign Is Here

    When Anthropic released its report Disrupting the first reported AI-orchestrated cyber espionage campaign , many readers reacted with surprise. I did not. The findings match the trajectory I have been writing about for months. Agentic AI…

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  28. AI & Organizational Risk

    Applying Maturity Levels to AI

    Enterprises often adopt artificial intelligence in isolated projects or experimental pilots. These initiatives may show promise but rarely come with the governance, oversight, or cultural accountability needed to sustain trust. The…

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  29. AI & Organizational Risk

    The Expanding AI Threat Surface

    AI has broadened the scope of enterprise vulnerability. What once required specialized skills, time, and resources can now be automated, scaled, and customized by models that learn from the very systems they target. The enterprise…

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  30. AI & Organizational Risk

    AI as a Trust and Assurance Challenge

    Artificial intelligence is being woven into the very fabric of enterprise operations. It informs how organizations interact with customers, automate decisions, and shape strategies for growth. Yet with every deployment, a new layer of risk…

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  31. AI & Organizational Risk

    Risk Management is a Continuum

    For years, companies have relied on risk assessments that capture a moment in time. A team reviews controls, auditors check compliance, and a report is delivered. Leaders read the findings, accept the conclusion, and assume stability until…

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  32. Integrated Assurance

    Positioning IAMM with Other Frameworks

    The Integrated Assurance Maturity Model (IAMM) does not exist in a vacuum. It was not designed to replace existing frameworks or to compete with them for organizational attention. Instead, IAMM complements established models by providing…

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  33. Integrated Assurance

    Practical Recommendations for IAMM Adoption

    Adopting the Integrated Assurance Maturity Model (IAMM) is not a single project, nor is it an initiative that can be completed within a fixed timeframe. It is a transformation that requires leadership vision, organizational alignment, and…

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  34. Integrated Assurance

    Risk, Compliance & Audit

    Risk, compliance, and audit have long been the pillars of enterprise oversight, providing mechanisms to identify, assess, and manage risk while ensuring adherence to standards and validating control effectiveness. However, in many…

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  35. Integrated Assurance

    Governance as the Foundation of Integrated Assurance

    Governance is the foundation of integrated assurance because it establishes the structures, forums, and decision-making frameworks that guide organizational direction. Without governance, assurance activities remain isolated, lacking…

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  36. Integrated Assurance

    Beyond Compliance & Toward Defensible Trust

    Organizations exist within ecosystems shaped by interconnected digital platforms, third-party dependencies, regulatory demands, and rapidly shifting market conditions. In this environment, risk does not present itself in isolated events…

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  37. AI & Organizational Risk

    The Endgame of Agentic AI Attacks

    Every cyberattack ultimately converges on an outcome of extracting value or inflicting damage. In the MITRE ATT&CK framework, these phases are captured in Exfiltration and Impact. They represent the endgame, the moment when an adversary…

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  38. AI & Organizational Risk

    The Lifeline of Agentic AI in Enterprise Attacks

    When adversaries breach an enterprise, they must maintain communication with their tools and agents inside the environment. This is where command and control becomes the most critical stage of the attack lifecycle. It allows attackers to…

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  39. AI & Organizational Risk

    When Agentic AI Maps the Enterprise from the Inside

    Every successful attack depends on reconnaissance. In the physical world, a burglar studies a neighborhood before choosing which house to break into. In the digital world, attackers perform discovery. Once inside a network, they want to…

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  40. AI & Organizational Risk

    When Agentic AI Steals the Keys to the Kingdom

    Every enterprise leader knows that credentials are the crown jewels of modern business operations. Usernames, passwords, API keys, certificates, and tokens are the digital keys that unlock sensitive data and critical systems. When…

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  41. AI & Organizational Risk

    When Agentic AI Learns to Hide in Plain Sight

    Cyber defense has always been a race between visibility and concealment. Security teams deploy monitoring systems, intrusion detection, and behavioral analytics to expose threats. Attackers counter by hiding their activity, blending into…

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  42. AI & Organizational Risk

    How Agentic AI Climbs to the Top of Your Systems

    Every intrusion begins small. An attacker may enter with a low-level user account, a compromised API key, or access to a single endpoint. But the real prize is not the first foothold. It is the ability to escalate privileges and gain…

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  43. AI & Organizational Risk

    How Agentic AI Refuses to Leave Once Inside

    Stopping an attacker at the moment of intrusion is always ideal, but defenders know it rarely happens that cleanly. Once an adversary gains entry, their next priority is persistence. In the MITRE ATT&CK framework, persistence describes the…

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  44. AI & Organizational Risk

    When Agentic AI Turns Access Into Action

    Gaining access is only the beginning. The real turning point in any attack comes when an adversary begins to execute code, run commands, and manipulate systems. In the MITRE ATT&CK framework, this is known as Execution. Traditionally, this…

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  45. AI & Organizational Risk

    Breaking In Through a Thousand Doors

    Every adversary needs a way in. In the MITRE ATT&CK framework, this stage is known as Initial Access. Traditionally, attackers might rely on one primary vector, such as phishing or exploiting a vulnerable web application. Once that door…

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  46. AI & Organizational Risk

    How Agentic AI Builds Its Arsenal in Real Time

    Every attack requires resources. Domains must be registered, servers provisioned, accounts created, and tools prepared. In traditional operations, this stage was a clear and time-bound activity. Attackers would set up infrastructure…

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  47. AI & Organizational Risk

    Why Agentic AI Never Stops Probing

    Every cyber intrusion begins with reconnaissance. Traditionally, this has been the stage where attackers gather intelligence before launching their first real move. Human operators would scan networks, collect open-source intelligence, and…

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  48. AI & Organizational Risk

    Why Agentic AI Changes Everything in Cybersecurity

    For years, cybersecurity leaders have prepared for automation in attack campaigns. We have seen scripts, botnets, and malware families evolve into complex, semi-automated threats. What we are now facing with Agentic AI is a different order…

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  49. AI & Organizational Risk

    AI Governance Is Your Next Boardroom Crisis

    The transition of Artificial Intelligence (AI) from experimental pilots to essential business infrastructure occurred at an unprecedented pace. AI technology operates within systems which handle loan approvals and supply chain adjustments…

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