Agentic campaign photography, built for a global automaker.
A premium global automaker with €65.5B in annual revenue now produces campaign-ready vehicle photography for new scenes and new markets, without booking a reshoot.
One of the world’s largest premium automakers.
A German manufacturer of premium passenger vehicles, selling in more than 100 markets and delivering around 1.64 million vehicles a year.
Where the cost of a campaign was going.
One campaign needs dozens of angle and scene variations for a single vehicle. Every variation started as a physical shoot, and the cost showed up in 4 places.
New scenes meant more production
A different location or angle required another vehicle setup, crew, shoot and post-production.
Global campaigns multiplied the workload
Different roads, signs, number plates and driving sides meant creating and reviewing new versions for each market.
Existing photography had limited reuse
Once a shoot was complete, the images were tied to their original scenes. A new brief meant another production cycle.
Brand accuracy left no room for errors
The vehicle, branding and market details had to be right. A wrong badge, proportion or number plate could make the image unusable.
What a single prompt could not do.
The obvious approach is to generate the vehicle and scene together. But the model can alter the vehicle’s design and brand details. The real vehicle had to stay unchanged while the scene around it changed. Four things had to hold on every image.
Keep the real vehicle
The vehicle comes from studio photography and stays exactly as shot. No generated bodywork, no drifting badges or trim.
Build the world around it
Clean plate, light, weather, ground, contact shadow and reflection, all matched to a vehicle that is already fixed in frame.
Make it true for the market
Roads, signage, number plate and driving side, correct for the region the image will run in.
Check it before a human does
Scored against the brand rulebook and against the real vehicle reference, with flaws flagged for review.
Six stages. One locked vehicle. Three variants to choose from.
Each stage handles a specific part of the process, from preparing the scene to generating and refining the final image. The vehicle stays unchanged throughout.
Multiple images run without slowing down individual requests.
Each image request is processed separately in the background. Large sets of images run on their own, so they never hold up someone waiting for a single image.
Five checks between a generated image and a campaign.
The risk is not a broken image. It is a convincing image with the wrong vehicle in it. Five controls exist to stop that reaching anyone.
One studio photo. Forty finished images.
Nothing changes about the car in the frame. Everything changes about how the world around it gets built.
What changed, per campaign image.
The same campaign image, made the old way and the new way.
More model lines, more markets, then a move in-house.
Adding a model line means adding reference assets, not rebuilding the pipeline. The platform is contracted to migrate into the client’s own cloud environment in a later phase.
Got a use case in mind?
Platform, engineers and governance all in. We’ll map your workflow against the same 4 tests this one had to pass.