“We were promised ads that could be created with just a few clicks. The reality is that the best ones required hundreds of preparatory photos—even before we ran a single AI model.”
If you’ve recently watched a car commercial and wondered whether it was “real” or generated, you’re not alone. Artificial intelligence tools have profoundly changed what we can produce visually. What they haven’t changed is the amount of expertise needed to make it truly great.
AI has made its way into audiovisual production studios. It’s welcome there. But it hasn’t replaced the crews, the technicians, or the hours of work. It has transformed the way we work —it hasn’t eliminated work.
For communications departments seeking to better understand what AI can—and cannot—do for their video content, this distinction is fundamental. The gap between a video generated with a few prompts using a consumer-grade tool and a high-end AI-powered audiovisual production is the same as that between a selfie and a professional fashion photo shoot.
Introduction – What we’re exploring here is what really goes on behind the scenes of a professional AI video production. What it costs. What it delivers. And why, if you’re aiming for quality, choosing the right production partner makes all the difference.
At Imagista, this is exactly the kind of work we do every day: rigorous AI workflows that support a demanding artistic vision. But before we talk about solutions, let’s first talk about reality.
AI in audiovisual production isn't a magic button
Imagine a Michelin-starred chef who is given a new, ultra-precise knife. This knife doesn’t do the cooking for him. It allows him to chop with greater precision, faster, and with less waste. But you still have to know how to cook.
That is exactly the relationship between artificial intelligence and professional audiovisual production.
Tools such as ComfyUI, 3D rendering engines, and broadcast templates do not operate in isolation. They are integrated into a complex production workflow that requires strong artistic direction, rigorous technical preparation, and expertise in 3D, compositing, and color grading—as well as human oversight at every stage.
What AI changes is the speed at which certain tasks are performed and the ability to explore a greater number of visual variations. What it doesn't do is produce high-quality content from scratch.
In practical terms: What does a professional AI workflow look like?
Let’s take the example of a recent automotive campaign produced in Spain for the launch of a premium electric vehicle. The agency used a custom-trained LoRA model —a type of AI fine-tuned on specific images of the vehicle—to generate hyperrealistic images in recognizable urban settings that were consistent with the brand’s visual identity.
What this entailed beforehand: rigorous photo shoots to build a proprietary dataset, model calibration, artistic validation at each generation, and compositing work to ensure final consistency. The result is visually flawless. The process: anything but simple.
A professional AI workflow is generally broken down into several distinct phases:
Creating the dataset — Photograph or model key elements (product, setting, character) from a variety of angles and under various conditions. This is the raw material that the AI will learn to reproduce and reinterpret.
Model fine-tuning — Train a model specifically on this dataset so that it “understands” the brand’s visual universe. Without this step, generic outputs immediately give away their AI origins.
Layer-by-layer creation — Work separately on depth layers, outlines, textures, and lighting. This approach allows for precise control in post-production, just like in a traditional 3D rendering pipeline.
Compositing and Art Direction — Assembling, refining, and validating. This is often where the majority of the time—and the added value—is concentrated.
Does AI really make your productions cheaper?
That's the question every marketing manager eventually asks. The honest answer: yes, and no.
Where AI Generates Real Cost Savings: Whether it’s creating multiple versions of the same content (formats, languages, markets), visual pre-production phases, or rapid creative explorations, AI significantly reduces time—and therefore cost.
Where AI Doesn’t Cut Costs: When it comes to personalized, identity-driven, high-end content, the cost savings are more nuanced. Creating a proprietary dataset, fine-tuning it to your brand’s universe, and integrating it into a professional rendering pipeline—all of this represents a real technical investment.
AI shifts costs rather than eliminating them. Shooting hours sometimes decrease. Hours spent on technical preparation and artistic direction increase. And the value created—in terms of quality, consistency, and creative possibilities—often justifies this investment.
Producing a high-end AI video is like building a house with 3D printing. The technology is revolutionary. But you still need an architect, an engineer, and high-quality materials. Without them, you’ll end up with four unstable walls.
PROVE / TRUST
Art directors and technical leads who work with these tools on a daily basis all agree on one thing: the first “low-cost” AI-generated productions often ended up being expensive due to the amount of rework required —because they lacked control over the output, brand consistency, and workflow management.
The real competitive advantage today isn’t using AI. It’s knowing how to use it—with the right workflow, upstream expertise, and artistic direction—to achieve a result that supports your communication without compromising your brand image.
That’s where an agency like Imagista makes a difference: not by promising videos in just a few clicks, but by working with you to build a production workflow tailored to your brand’s identity, your deadline constraints, and your creative requirements.
CONCLUSION
Artificial intelligence has not made audiovisual production trivial. It has made it more ambitious, more flexible, and more strategic —provided it is approached with the same rigor as any other creative discipline.
For communications departments that want to take advantage of these new possibilities without sacrificing quality, the right question isn’t “AI or no AI?”—it’s “with whom?”
→ Let’s talk about your project —whether it’s a product launch, brand campaign, or corporate content—request a personalized quote from Imagista and discover how a professional AI workflow can precisely address your communication challenges—without compromising on quality.