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Reputational Risk

What is Reputational Risk?

Reputational Risk is the danger that an AI system will damage your organization's public image, brand trust, and/or stakeholder confidence because it behaves in a way that violates social norms, ethical expectations, or public values.


The California Management Review notes that when AI systems violate social norms, then single events can cause lasting damage to reputation.


Gravity Research adds that AI is not the #1 issue executives feel pressure to address because public concerns over ethics, privacy, and job impact can quickly turn into distrust.

Image of the lettering "Reputational Risk" over a blue and purple high tech background

What does Reputational Risk Do?

Image of a risk graph with - & + at each end & a finger pointing at the + with lettering Risk above

Reputational risk shows up when:


  • AI outputs offend, discriminate, or violate social norms
  • Customers lose trust due to unclear or unethical AI use
  • AI misuse goes viral before the company can respond
  • Employees leak data into public AI tools
  • Synthetic media (e.g., fake voices, videos)
  • Automated decisions harm customers or appear unfair


Comsint emphasizes that AI reputation crises now move faster than any traditional crisis playbook, and is driven by viral content and synthetic media.

Why it Matters for Executives?

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Reputational Risk can lead to:


  • Loss of customer trust
  • Public backlash and media scrutiny
  • Declines in brand value
  • Regulatory attention
  • Loss of investor confidence
  • Long-term damage to credibility


AJG notes that AI misuse is now considered the number one risk to organizations as it is capable of harming public image and financial performance.

We can Help Your Organization

  • Engage us to assess the AI risks your organization may be exposed to, and help you build the necessary safeguards

  • Schedule an Executive Strategy Session with Bradley J. Martineau

  • Explore our AI Advisory Services

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