Mastering AI in Branding: Use Cases

Mastering AI in Branding: Use Cases

We encourage to use AI as an enabler to strengthen our brand and build trust with our stakeholders. Leveraging AI-powered and data-driven workflows, enables us to make smarter decisions, build stronger connects and create meaningful impact.

AI transforms how we plan, create, and scale on-brand content, supporting teams across key areas:

 

Brief and Strategy Copywriting

  • Automates data collection and analysis to create clearer, more aligned briefs
  • Ensures consistency with brand messaging and outcomes

Generative Copywriting

  • Produces engaging and tailored content at scale, improving efficiency
  • Adapts messaging for different audiences while maintaining brand voice

Generative Images

  • Creates visuals aligned with our mission and brand identity
  • Enables rapid development of creative concepts

Generative Video

  • Accelerates video production
  • Strengthens storytelling through dynamic visual formats

Generative Audio

  • Develops tailored audio formats, including voiceovers and podcasts
  • Reinforces brand recognition through consistent sonic identity 

By applying these capabilities, teams deliver more consistent, scalable communication while meeting brand, legal, and ethical requirements.

 

Use Case Examples

The following use case examples show how these capabilities are applied in practice and what is required to ensure compliance.

Contact

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Reimagining Characters and Environment based on existing Images 

Source asset: Bayer Employee (Model Release Agreement (MRA) signed) or licensed image

Prompt: Create a fully new character and environment based on the source image. The result must be distinct and unrecognizable, including changes to physical features, styling, and setting.

Orginal Image
Orginal image
AI generated
AI generated

 Ethical – yes   Yes

 Legal – yes   Yes

 Labeling – yes   Yes

 Copyright – yes  Yes

Orginal Image
Orginal Image
AI generated
AI generated

 Ethical – yes   Yes

 Legal – yes   Yes

 Labeling – yes   Yes

 Copyright – yes  Yes

Subtle Transformations: Modifying Personal Identity Features

Source asset: Bayer employee (MRA-signed) or licensed image

Orginal image
Orginal image
AI generated
AI generated

 

Ethical – yes   no

Legal – yes   No

Labeling – yes   No

Copyright – yes  No

 

No  Modifying personal identity features (e.g. skin tone, facial characteristics, or other recognizable traits) is not permitted.

  • Even minor changes can infringe personality rights if individuals remain recognizable

  • Altering individuals within an image may also violate copyright if the original composition is changed unevenly
     

 

AI generated
AI generated

 

Ethical – yes   Yes

Legal – yes   Yes

Labeling – yes   Yes

Copyright – yes  Yes

 

 Replace all individuals and, where needed, adjust the environment to ensure a fully original and compliant result.

Subtle Transformations: Modifying Environment while preserving personal Identity
Orginal image
Orginal image
AI generated
AI generated

 

Ethical – yes   no

Legal – yes   No

Labeling – yes   No

Copyright – yes  No

 

No  Modifying the environment while keeping identifiable individuals is not permitted.

  • May infringe privacy and consent rights
  • Risks misrepresentation and erosion of trust
  • Can violate rights of publicity
AI generated
AI generated

 

Ethical – yes   Yes

Legal – yes   Yes

Labeling – yes   Yes

Copyright – yes  Yes

 

 Recommendation: Replace both individuals and environment to ensure a fully original and compliant result.

AI Voiceover for enhanced User Experience and seamless Translation 

Example: Living with Diabetes and Kidney Disease

Video with VO by AI

 

Video with VO by AI

AI-generated voiceovers can be used to improve accessibility and enable scalable localization.

Ethical – yes   Yes

Legal – yes   Yes

Labeling – yes   Yes

Copyright – yes  Yes

 

 

 

 

 

 Recommendation: Clearly label the use of AI

Example: “Voiceover generated by AI for translation” at the beginning of the video when the VO starts.

AI-generated video content

AI - generated protagonist

 

AI generated
AI generated

 Ethical – yes   Yes

 Legal – yes   Yes

 Labeling – yes   Yes

 Copyright – yes  Yes

 

 

 

 

 

 

 

 Recommendation: Clearly label the use of AI

Example: “AI generated” at the beginning of the video.

 

 AI-generated video content is permitted when the protagonist is fully distinct and not based on recognizable individuals, and Bayer holds the required usage rights.

All AI-generated or AI-modified content must be clearly labeled to ensure transparency and maintain trust:

Generative Images: “AI generated“

Generative Videos: “AI generated”, or “Voiceover generated by AI for translation”

Social Media Content: Use appropriate tags (e.g., #AIArt”)

 

FAQs

AI streamlines workflows and enables teams to focus on judgment, relationships, and impact. It improves clarity, consistency, and relevance across communications.

Generative copywriting enables scalable, audience-specific content while maintaining brand voice, improving both efficiency and consistency.

All outputs must comply with ethical, legal, and brand standards. Images must not infringe on personal identity rights and must result in clearly distinct, original content.

AI accelerates production and supports formats such as voiceovers and generated visuals. All AI-generated or modified content must be clearly labeled.

All AI-generated or modified content must include clear labeling (e.g., “This content was generated/modified by artificial intelligence”). Social media content should include appropriate tags such as “#AIArt.”