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The Cost of Not Governing

LinkedIn Post 10: The Cost of Not Governing


Scenario: An organization implements predictive maintenance AI without governance. Vessels are inspected less frequently. Maintenance costs drop by 20%.


All good, right?


Then a vessel fails. Inspection would have caught the problem. But the AI recommended deferring the inspection based on data from a sensor that was never validated.


Now:

  • Regulator investigates. Enforcement action. Prohibition notices.

  • Civil litigation. The injured parties sue. Damages awarded.

  • Criminal liability. Directors are questioned. Gross negligence charges considered.

  • Insurance claims denied because organization breached policy terms by using unvalidated AI.

  • Reputation damage. Customers and suppliers question whether they're using a safe operator.


The 20% cost savings evaporates. And the organization faces costs that dwarf any operational savings:

  • Regulatory fines

  • Litigation defense costs

  • Damages awards

  • Remediation costs (retrofitting governance, retraining staff)

  • Lost business and reputation damage


The cost of implementing governance upfront (APMGA implementation typically takes 90 days and modest resources) is a tiny fraction of the cost of the failure scenario.


This is not about being cautious. It's about simple risk management.


Governance is insurance. You pay a small amount now to avoid catastrophic losses later.


Is your organization paying the insurance premium?


 
 
 

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