Ethics and Brand Risks in Generative AI: Governance Strategies

Research Note

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Summary

Deploying Generative AI without robust governance frameworks poses significant ethical, reputational, and legal risks, including hallucinations, biased outputs, and privacy breaches. Effective management requires a combination of technical safeguards, clear acceptable-use policies, and cross-functional oversight to balance rapid innovation with corporate responsibility. Failing to prioritize these foundational requirements can lead to mounting costs from regulatory penalties, lost customer trust, and the dilution of brand identity.

 

 

 

 

Research Note Details

Topic: Generative AI

Issue:

How should brands approach the ethics and risks of deploying generative AI?

Research Note Number: 2026-09
Length: 7 pages
File Size:  1.5 MB
File Type: Portable Document Format (PDF)
Language: English
Publisher: Aragon Research

Authors:

Adam Pease Headshots 012920 3

Adam Pease, Associate Analyst

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