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- Contractor Safety Management: The Contractor Operational Integrity Model
- Decision-Ready Information: The Modern Standard for Leadership in Complex Organizations
- The Discipline of Space: What Miles Davis’ Music Continues to Teach Me
- Operational Integrity: The Operating Model Heavy Manufacturing Needs
- Cyber-Physical Risk in the Age of AI: How Safety Professionals Help Directors Make Better Operational Technology Investment Decisions – Part 4
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Author Archives: Chet Brandon
Contractor Safety Management: The Contractor Operational Integrity Model
I’m pleased to share my latest article: “The Future of Contractor Safety Management: The Contractor Operational Integrity Model.”
The impetus for this piece came from my participation on a contractor safety panel at the Avetta annual conference in Chicago in mid-May. The discussion reinforced something I believe strongly: contractor safety management is moving into a new era.
For too long, contractor safety has often been treated as a compliance and prequalification process. Those elements still matter, but they are not enough. The future is about work readiness, verified control of work, and operational integrity at the point where risk is real.
In the article, I introduce the Contractor Operational Integrity Model, built around six core elements:
Critical Risk Definition
Capability and Capacity Verification
Control of Work Discipline
Field Verification and Leadership Cadence
Performance Intelligence
Corrective Learning and System Improvement
The central message is straightforward:
Compliance is the foundation. Operational integrity is the standard.
Contractor safety is not just a safety department issue. It is a test of how well safety, operations, procurement, maintenance, and contractors operate as one system under real field conditions.
I appreciate the Avetta team for hosting a strong discussion and creating space for practical dialogue on where contractor risk management needs to go next. Continue reading
Posted in AI, Artificial Intelligence, contractor safety, enterprise risk management, Innovation
Tagged AI, Artificial Intelligence, business, contractor operational integrity, contractor risk management, contractor safety, contractor safety management, control of work, EHS leadership, ehs-leadership, field verification, heavy industry safety, news, safety management systems, technology, work readiness
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Decision-Ready Information: The Modern Standard for Leadership in Complex Organizations
Organizations are drowning in information and starving for judgment.
My latest article on LeadingEHS.com explores the concept of decision-ready information and compares it to the classic management discipline of completed staff work.
The core idea is simple: leaders do not need more dashboards, alerts, reports, or raw data. They need information that has been interpreted, contextualized, risk-ranked, and shaped into clear options and recommendations.
This discipline matters across EHS, sustainability, operations, cybersecurity, process safety, and enterprise governance. Whether we are dealing with AIoT signals, process safety data, ESG disclosures, or operational risk indicators, the challenge is the same:
-What is happening
-Why does it matter
-What could happen next
-What should we do?
Decision-ready information converts complexity into accountable leadership action. Continue reading
The Discipline of Space: What Miles Davis’ Music Continues to Teach Me
Leadership is a personal journey. Clarity, inspiration, and insight do not come only from books, meetings, metrics, or formal training. They come from many parts of life—music, art, reflection, relationships, struggle, and the quiet moments that help us see ourselves more clearly.
My recent article reflects on how Miles Davis’ Kind of Blue continues to teach me about restraint, space, discipline, focus, and renewal.
Sometimes the lessons that shape us most arrive from unexpected places. Continue reading
Posted in Leadership, Personal Growth, Personal Reflection, Professional Skills
Tagged Ahmad Jamal, All Blues, Apple Music jazz playlist, art and leadership, best jazz albums, Bill Evans, Blue in Green, classic jazz albums, creative leadership, creativity and discipline, discipline of space, emotional intelligence, finding focus through music, Flamenco Sketches, George Russell, jazz, jazz and personal growth, jazz history, jazz music, jazz playlist, John Coltrane, Kind of Blue, leadership lessons from jazz, Miles Davis, Miles Davis Kind of Blue, Miles Davis music, modal jazz, music, music and leadership, music and mindfulness, music that inspires, personal growth through music, reflective listening, reviews, safety-leadership-zen, So What Miles Davis, the power of restraint, Thelonious Monk, timeless music, writing
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Operational Integrity: The Operating Model Heavy Manufacturing Needs
Heavy manufacturing does not fail all at once. It usually fails in layers.
A workaround becomes normal. A critical control weakens. A maintenance backlog grows. A near miss is explained away because no one was hurt. Over time, the operation drifts from discipline into exposure.
That is why I believe Operational Integrity needs to be treated as an overarching operating model, not just another safety, reliability, or compliance initiative.
In this article, I outline a practical framework for Operational Integrity built around five elements:
Operating Envelope | Strong Systems | Reliable Equipment | Leadership Cadence | Disciplined Operations
The goal is simple: help manufacturing organizations run with greater control, consistency, resilience, and accountability — for the benefit of employees, customers, communities, owners, and all stakeholders who depend on the enterprise. Continue reading
Posted in Culture, Employee Engagement
Tagged Artificial Intelligence, business, critical control management, equipment reliability, heavy manufacturing safety, industrial safety leadership, Leadership, manufacturing leadership, manufacturing risk management, manufacturing-operational-integrity, manufacturing-resilience, operational excellence, operational integrity, process safety management, safety culture, safety-innovation, technology
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Cyber-Physical Risk in the Age of AI: How Safety Professionals Help Directors Make Better Operational Technology Investment Decisions – Part 4
As the final article in this four-part series, Fay Feeney and I bring the conversation into the boardroom. Operational technology is no longer just an engineering concern—it is a governance test. As AI-enabled assets reshape industrial operations, directors are approving new risk profiles, resilience assumptions, and value-creation models. Continue reading
Posted in AI, Artificial Intelligence, EHS Management, enterprise risk management, Leadership, Machine Learning, Sustainability Leadership
Tagged AI, AI operational technology risk, AIOT Resilience Index, Artificial Intelligence, board oversight cybersecurity, business, cyber physical risk management, cyber-physical risk management, enterprise risk management OT, industrial cyber resilience, Leadership, operational technology governance, OT capital investment risk, OT cyber risk, safety professionals and cybersecurity, technology
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Cyber-Physical Risk in the Age of AI: How Safety Professionals Identify and Manage OT Cyber Risk – Part 3
Part 3 moves from understanding the risk to executing against it. As cyber threats increasingly intersect with physical operations, organizations need a practical, structured approach to manage these risks at the system level. This section outlines how safety professionals—working with cybersecurity and engineering teams—can apply proven process safety methods to identify vulnerabilities, prioritize risk, protect critical systems, and strengthen operational resilience in the face of cyber-physical threats. Continue reading
Posted in Uncategorized
Tagged AI, cyber risk in manufacturing, cyber-physical risk, cyber-security, cybersecurity, EHS cyber risk integration, industrial control system security, industrial cybersecurity resilience, operational technology cybersecurity, OT cyber risk management, OT risk assessment, process safety and cybersecurity, safety instrumented systems security, security, technology
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Automated Reasoning for Human Error Detection in Industrial Operations
Most incidents aren’t caused by a single mistake—they result from conditions that made failure likely long before it happened.
In this article, I explore how automated reasoning can help EHS and operational leaders detect those conditions earlier, connect weak signals, and make more consistent, defensible decisions in real time. Just as important, I outline where technology stops—and where human leadership, trust, and judgment still determine outcomes.
The future of safety isn’t human or AI—it’s the integration of both to anticipate risk and act before it becomes reality. Continue reading
Cyber-Physical Risk in the Age of AI: How Safety Leaders and Boards Can Protect Operational Technology – Part 2
AI is changing the rules of cyber risk—and in OT environments, the consequences are no longer just digital.
From process instability to SIF potential, cyber threats are now operational threats. The real question isn’t if this risk exists—it’s whether we’re integrating safety, cyber, and operations fast enough to manage it.
Part 2 explores how AI is both accelerating the threat—and becoming a critical part of the defense. Continue reading
Posted in AI, enterprise risk management, Technical Skills
Tagged AI, AI cyber risk industrial systems, AI in industrial cybersecurity, artificialintelligence, business, critical infrastructure cybersecurity, cyber physical risk management, cyber physical security strategy, cyber risk governance board oversight, cybersecurity, enterprise risk management, industrial control systems security, operational technology cybersecurity, operationaltechnology, OT cyber resilience, process safety and cybersecurity integration, risk management, riskmanagement, technology
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Cyber-Physical Risk in the Age of AI: How Safety Leaders and Boards Can Protect Operational Technology – Part 1
Artificial intelligence is reshaping cyber risk — and for industrial organizations, the stakes are no longer just digital.
Cyber attacks on operational technology (OT) can now disrupt physical processes, threaten worker safety, and create significant economic impact. Managing this evolving risk requires new thinking that connects plant-level realities with boardroom oversight.
I’m excited to share a new four-part thought leadership series I’ve co-authored with Fay Feeney, bringing together perspectives from industrial safety leadership and enterprise governance.
Together we explore how organizations can strengthen operational resilience, cyber-physical risk management, and strategic oversight in the age of AI.
Part 1 is now available — more to follow soon.
#OperationalTechnology #CyberSecurity #AI #IndustrialSafety #RiskManagement #BoardGovernance #Resilience Continue reading
Posted in AI, Artificial Intelligence, Design for Safety
Tagged AI, AI cyber threats to infrastructure, critical infrastructure cyber risk, cyber physical risk management, cyber risk governance board oversight, cyber-security, cybersecurity, industrial control systems security, industrial cybersecurity risk, operational technology cybersecurity, OT security resilience, process safety and cybersecurity, security, serious injury fatality prevention cyber risk, technology
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Building Sustainable Leadership: Why It Matters More Than Ever
What if leadership itself were treated as a renewable resource rather than a consumable one? First introduced at the ASSP Management Systems Symposium, the sustainable leadership framework was designed to help organizations perform today without eroding the people, trust, and systems they depend on tomorrow. In an era shaped by AI, complexity, and constant disruption, its seven tenets offer a practical blueprint for building leadership that endures. Continue reading
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