Generative AI has moved from an experiment to a solid product that is influencing how animation gets planned, produced and delivered. If you work in the video, digital marketing and animation industries, you should already feel its presence around you and in client discussions. Especially in situations where clients prefer a low budget approach or faster delivery timelines. AI literally went from a cool concept in science fiction movies to a famous practical tool as of 2026.
It raises a few serious questions though. Can generative AI genuinely save time and improve the animation industry without damaging its creativity and talents? Does faster production come at the cost of originality and proper substance? And if these AI tools become deeply embedded in production pipelines, what does that mean for human artists in the long term?
So instead of speculating, we went straight to the people who are actively working in these industries. We spoke with animation studio leaders, video producers, editors and creative directors who are already testing, using or deliberately limiting generative AI in client projects. Let’s jump in!
What is Generative AI exactly (as of 2026)?
Generative AI is widely known as having an AI powered platform generating visuals. It can be photo realistic 3D artworks, live action footage that look like real life humans and objects, 2D graphics or animations and even voice overs. This content gets produced from scratch or with the help of a reference image or video that is provided by the user.
The cost to generate differs from one platform to another. It is usually determined by the amount of GPU usage required to produce a certain content. Typically, static images cost less than video or animation. This is because a video or animation consists of many frames per second.
The quality of the output varies from platform (AI Engine) to platform. Some come with fewer defects than others. But overall, none produces perfect results so far. There are multiple generations required to get a desired outcome (or at least close to it!). As of 2026, generative AI still seems to struggle particularly with specific instructions and style consistency. It is yet to get close to the level of control that traditional videography or animation software provides.
The 2 Questions We Asked
1) How do you see generative AI affecting the balance between production speed and creative originality in 2D/3D animation projects?
2) What long-term benefits or risks do you anticipate if studios depend heavily on generative AI tools for client projects?
Here is What Video Animation Industry Experts Think About Gen AI
Joanna Gauza and Anna Malinowska | Studio Pigeon
Generative AI speeds up early stages like concept art or asset creation, and when clients provide prompts, it helps define artistic directions faster. But relying too much on AI can create unresolved expectations, as it will always need human input to stay coherent. While early pre-production can be faster, the extra work needed in post-production may outweigh the saved time.
The main benefits are shorter timelines and greater efficiency, since fewer people are needed. The risks include more generic, similar-looking projects, loss of individuality, and over-reliance on AI that leads to spending more time fixing generated images instead of creating them traditionally.
Joel Freedman, Video Producer | 2 Hungry Dogs Productions
The addition of generative AI will be similar to the way digital editing transformed post-production decades ago by removing bottlenecks and shifting human attention to where they can best be creative. It’s not there yet, it need to follow direction better. Right now it’s like an over eager intern putting out a lot of effort, but getting the important parts wrong. In the future it will help speed up and reduce the costs of production, allowing for multiple iterations is a short time frame with limited budget.
Those who learn to embrace it and use it as a tool, just like any other tool will thrive. Those that fight it will see their opportunities diminish.
Justin Vajko, Founder | Dialog Video Marketing
I run a video agency specializing in thought leadership videos for LinkedIn and beyond. AI has already been around for a while in the software we use (e.g. captions) but it’s slowly making its way into more parts of our workflow. For example, we’ve been testing AI-generated b-roll, with mostly poor results (right now it takes too long to generate, the scene/character continuity is non-existent, and it costs more money than a stock footage subscription). But as it improves we’re excited to add it in as it will unlock more relevant footage for some of the very specific scenes and stories our clients share.
We’re also seeing AI video editing tools come out such as Veed.io or Opus.pro. I don’t feel threatened by them as they’re tools. And tools don’t replace the human, they only enhance their work. Even with amazing AI video editors, the kinds of clients we serve (busy entrepreneurs) will still want to work with a strategic human. If anything, I expect AI to cut time and costs. Perhaps increase profitability?
David Uebergang, Head Creative & Video Editor | Digital Darts
In the next 3-5 years, generative AI will increasingly handle the repetitive parts of production, allowing us more time to focus on creative direction, storytelling, and quantity of output. At the same time, client & consumer expectations will go up as they become more aware of what generative AI can produce (both the good, and the weird), and quality of work will remain the differentiator. People can already tell the difference between quality human feeling work and “gen AI slop”.
Artists with great vision will increase their capacity to produce great art with new AI tools. Old school artists or crafts people who only do 1 thing well only may be left behind. But there are new opportunities everywhere.
Andy Kidd, Music Video Director | Andy Kidd Video
AI is poised to transform video production in profound ways. As its capabilities expand, more videographers will adopt and integrate AI into their workflows. This shift will open the door to innovative and groundbreaking content, but it will also shrink opportunities for human professionals competing in the field. To remain competitive, videographers must stay ahead of the AI curve leveraging its tools where useful, while also offering creative, human-driven services that spark genuine excitement and value for their clients.
I hope that 100% human-generated content will always hold a place in the space and be seen as a valued commodity among the glossy AI-generated content.
Rick Ryan, Photographer and Videographer | Rick Ryan Photography
Generative AI will streamline editing, virtual staging, and property tour creation, helping us scale while maintaining high-quality real estate visuals.
AI creates new opportunities by handling repetitive tasks and creating new fileds for artist to work, but artists remain essential for vision, storytelling, and authentic content.
Joe Savitch-Lee, Video Editor and Post-Production Specialist | Cinematic Lee
Having experienced the industry transition from tape to digital, I see generative AI following a similar pattern. Those who adapt will thrive; those who resist may struggle to remain relevant. Within 3-5 years, I expect the market to stabilize after an initial flood of low-quality AI content, as clients ultimately value human insight over mere efficiency. For B2B animation and video professionals, generative AI presents both challenge and opportunity. While it will certainly streamline certain production aspects, it cannot replicate the strategic thinking, brand understanding, or creative intuition that clients truly value. The technology will accelerate workflows but won’t replace the human relationships and collaborative refinement that produce genuinely effective content.
The most successful artists will embrace AI as a powerful tool while focusing on what makes them irreplaceable: the ability to transform complex ideas into compelling visual stories that resonate with specific audiences. In this new landscape, creative professionals who blend technical adaptability with uniquely human creativity will find themselves more valuable than ever.
Alex Safavinia, Creative Director | Kasra Design
We are seeing more and more requests for AI assisted or fully AI generated videos from brands. I believe this is a double edged sword. AI is not fully controllable as of today for a proper production pipeline. You need a lot of trial and error to get something close to what you expect and that matches your pre production designs. AI is getting better, but it is not there yet. We use it for pre production concept development and some video generation for brands with limited budgets. Although it does work for some industries, if trust is what you want to build, AI might backfire on that front. General audience immediately consider it a cost cutting move, which affects consumer perception of the brand.
It is indeed saving money for brands, but I believe it is killing creativity and future artists motivation in the long run. AI uses what it has been trained on, and to train it to do better or understand better, you need real artists. As everything shifts toward generative AI, current artists try to catch up and use more AI instead of sitting down, thinking, and coming up with unique work. Future artists may get discouraged altogether. They will ask, why choose a career path that is already halfway replaced by AI? If everything progresses at the current speed, I think there will be a point in the future where there is a shortage of 2D animators, 3D animators, graphic designers, and illustrators. No matter how much the tool advances, at the end of the day, you still need a creative human being to direct it and to get the best out of it.
Creative Human Touch Still Matter
Contrary to what many thought at the beginning of the Generative AI journey, human decisions become more important and not less. AI can generate visuals quickly, but it cannot decide what is suitable for a brand or what feels right for the target audience. It can’t tell what should be discarded.
The story, pace and sheer creativeness still depend on the people who use these generative AI platforms just like how it was with traditional animation production. Creative direction and taste remain the difference between a video that looks mediocre at best or garbage at worst and something that wows the audience.
And who is going to create schedules, set delivery expectations and inform clients about the limitations of the project with AI? The producers are still needed for this. So as many hype it to be, it is not a walk in the park situation with AI. Also, the limitations and wrong generations that come with any of the Gen AI tools available today, the creative human work hours are not entirely squeezed to a minimum. In some certain projects, you get the result faster if you do it traditionally as compared to doing it with AI.
Wrapping Up
For brands, one more option added to the production methods is Generative AI. Whether a brand uses it correctly or not is another story. As of today, the AI limitations still linger and affect the outputs. If a brand can live with compromises and not hurt their reputation by doing AI, then it is worth the shot. I must mention that the public eye is getting trained to spot a Generated AI video or animation from a traditional one and the chances are that you get a backlash if you are caught. So dear brands, thread carefully.
For studios and creatives, the real question is not whether to use AI, but how to use it properly. Tools are becoming easy to access for everyone. What still sets quality work apart is decision making, creative skills and care for the brand and audience behind the visuals. And the fact that your Gen AI work must pass the AI detection eyes of the public.