The Cost of Not Governing
- James W.
- 3 days ago
- 1 min read

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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