Generative AI is transforming video production. A new ebook by 2Emotion explores its benefits and impacts on creative workflows.
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The use of AI in video creation is rapidly advancing everywhere. Tools are becoming simpler, more accessible, and faster. For marketing and communication executives, the challenge is no longer just about experimentation but about regulation. How to produce faster without compromising brand consistency? How to prevent misuse while teams are already using AI daily? The white paper from 2Emotion offers a clear method to structure these uses and adopt creative AI “calmly, fairly, and confidently.”
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The spontaneous use of AI is progressing much faster than internal policies. Today, 78% of employees are already using AI tools at work, often outside the official framework. The white paper from 2Emotion highlights that “unauthorized or hidden (shadow AI)” uses are one of the primary areas of concern for companies. Marketing and communication teams are no exception: generating scripts, audio cleaning, automatic subtitling, creating images for a mood board, video prototypes… AI has already integrated into their workflows.
This spontaneous adoption meets a real need. That of producing more, faster, in a context where content is varied across formats, languages, and platforms. 2Emotion explains that “the video ecosystem becomes more accessible and iterative” due to AI, with tools capable of generating scripts, templates, or subtitles “in minutes” where teams previously spent several hours.
The consequence is twofold. On one hand, there’s an acceleration of production. On the other, there’s a proliferation of unvalidated tools, a lack of framework, and a loss of control over content quality. The white paper emphasizes that these dispersed practices “weaken brand consistency” and make it difficult to trace the contents created by AI.
For marketing, AI, or communication directors, the question is no longer whether AI should be integrated, but how to regulate practices already in place, and how to turn spontaneous use into a structured lever.
The three major risks of generative AI in video
2Emotion identifies three central risks (Shadow IA, data leakage, and Green AI Ethics) that organizations often underestimate.
Shadow IA refers to the use of unvalidated tools without IT or legal supervision. The white paper notes that such behaviors already concern “a majority of employees,” exposing the company to “reputational damage” and the spread of incorrect or non-compliant content.
Data leakage is one of the most sensitive risks in AI video creation. The document alerts readers about the leak or reuse of internal data due to risky copy-pasting, prompts containing employee names, or the use of tools capable of generating avatars “from a simple photo,” paving the way for the spread of fake content in the names of real collaborators.
Green AI Ethics targets another deviation: the massive, recreational, and non-professional use of generative AI. The white paper reminds us that an AI query can consume much more than a classic search, and that compulsive video creation “without real added value” results in resource wastage and increases the company’s environmental footprint.
2Emotion also highlights the rise of fully generative platforms, like AI social networks, which promote virality rather than business value and normalize the manipulation of images and videos. These risks are not extreme scenarios. They are the direct consequence of a lack of framework, and it is precisely what suitable AI governance aims to resolve.
Implementing AI governance
For 2Emotion, AI governance is not a hindrance: it is “a lever for excellence and trust” that allows teams to create “more calmly” while respecting rules and brand coherence. The white paper offers a simple and operational roadmap.
- Forming the AI committee: It brings together management, legal, IT, and business representatives to define rules, supervise usage, and ensure alignment between creative performance and compliance. The ebook recommends a clear composition: management for vision, legal for compliance, IT for security, and business for operational needs.
- Writing your AI charter: It clarifies the goals, risks, list of authorized tools, best practices, data management, and rules for using creative AI. The white paper provides a complete checklist including the preamble, prohibitions, sanctions, regular updates, and distribution to all teams.
- Selecting compliant tools: The document emphasizes that solutions must respect the AI Act, offer transparency, guarantee human supervision, and allow reversibility. 2Emotion highlights its ability to activate or deactivate integrated AI models, document data, and immediately replace an unethical or non-compliant model.
- Training teams: Skill development is a crucial pillar. The white paper recommends raising awareness of relevant uses, avoiding access to overly versatile AIs, monitoring generated content, and promoting tools committed to responsible AI. 2Emotion complements this approach with e-learning and a dedicated resource center.
This framework allows for the integration of generative AI in a useful, controlled manner that aligns with the brand strategy. The challenge is not to add more tools, but to sustainably structure a mode of creation where innovation and responsibility advance together.
To discover in detail all the advice from 2Emotion, the best practices, and access key resources provided in the white paper, you can download the complete document for free by clicking the link below.
Explore the 2Emotion ebook for free
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Jordan Park writes in-depth reviews and editorial opinion pieces for Touch Reviews. With a background in UI/UX design, Jordan offers a unique perspective on device usability and user experience across smartphones, tablets, and mobile software.