Automotive & Manufacturing

Present machinery that costs a fortune to photograph and takes ages to explain. Automotive and industrial teams use genvi for launch imagery, colourway configurators, cutaway diagrams, assembly guides and safety training.

For Automotive brands, Industrial manufacturers, Product engineers, Technical trainers and Sales engineers.

What you’ll make

Launch imagery

Your vehicle or machine in its environment, lit like a commercial rather than a spec sheet.

Configurator sets

Every colourway and trim in the same pose under the same light, so the picker compares like with like.

Cutaways and exploded views

The inside made readable, which is what turns a specification into an argument.

Assembly and safety training

Step sequences and hazard scenarios that would be dangerous or expensive to film for real.

How it works, step by step

Top to bottom, in the order you’d actually do it. Every model named here is one genvi really runs.

  1. 1Chat Studio

    Hunt for the hero angle

    Describe the machine, the environment and the lens. Industrial subjects photograph badly from most angles and beautifully from a few, so this is the cheap way to find the few.

    Grok ImagineGemini 2.5 Flash Image
  2. 2Node Workflows

    Fan out the configurator

    One reference node holds the pose and the light, one prompt node holds the finish. Changing only the finish is what makes a configurator grid read as one machine in ten colours instead of ten different machines.

    Gemini 2.5 Flash ImageFLUX.1 [dev] (Fal)
  3. 3Image Composer

    Build the cutaway

    Layer the internals over the shell, mask through, and give every callout its own layer. Technical illustration is fundamentally a layering problem, and layers are exactly what the Image Composer is.

  4. 4Whiteboard

    Sequence the procedure

    Assembly steps and safety decision trees laid out with connectors, so your training document and your diagram end up being the same artefact.

  5. 5Video Composer

    Cut the launch or the lesson

    Assemble the hero film or the step sequence, add narration, export. Training wants held frames and clear narration. A launch wants motion and a score.

    Veo 3.1 LiteElevenLabs VoiceSuno v4

Briefs you can steal

10 of them, each with the prompt for the still and the prompt for the film. Every product down here is made up, so go ahead: swap in your own name and material, and the rest of the prompt still does its job.

Veyra S1

Automotive launch

electric urban motorcycle

Image prompt

Create a premium automotive launch image of Veyra S1, a sleek electric urban motorcycle, parked on a rain-slick futuristic city street at blue hour, sculpted bodywork, integrated lighting, rider in modern protective gear, cinematic reflections, 35mm automotive photography.

Video prompt

Create a 30-second Veyra S1 launch film. Start with silent city streets before sunrise, reveal the motorcycle through close mechanical details, follow the rider through urban streets, tunnels and elevated roads, then end on a skyline overlook. Dynamic tracking shots, realistic physics, electric motor sound design and modern electronic score.

Altura X

Vehicle configurator

electric luxury SUV

Image prompt

Create photorealistic configuration scenes for Altura X, a luxury electric SUV, in five exact vehicle configurations with different paint, wheel, trim and interior combinations. Preserve identical geometry and camera framing while changing materials and environment.

Video prompt

Create a 30-second interactive-style configuration film for Altura X. Start with the base vehicle, smoothly morph paint, wheels, trim and interior while the environment changes from studio to city to mountain. Precision 3D animation, polished automotive sound and electronic music.

Northstar E7

Vehicle feature film

family electric crossover

Image prompt

Create a cinematic family lifestyle image featuring Northstar E7, an electric crossover, arriving at a mountain cabin with family unloading gear, vehicle hero in foreground, natural landscape, premium automotive photography, realistic details.

Video prompt

Create a 45-second feature film for Northstar E7 following a family road trip to the mountains. Naturally demonstrate spacious cargo, panoramic visibility, quiet cabin and charging without making unsupported technical claims. Scenic driving footage, interior closeups, family interaction and uplifting music.

ForgeMate 600

Industrial product launch

robotic welding cell

Image prompt

Create a dramatic industrial product hero image of ForgeMate 600, a robotic welding cell, operating inside a clean advanced factory, sparks illuminating robotic arms, polished metal components, workers observing safely, photorealistic industrial advertising.

Video prompt

Create a 60-second B2B launch film for ForgeMate 600. Begin with a production bottleneck, introduce the robotic cell, reveal its components through cinematic macro and 3D views, show installation and operation, then finish with a smooth production line. Technical narration, industrial sound design and confident music.

SnapRail Pro

Assembly training

modular industrial conveyor

Image prompt

Create a clean instructional 3D visualization of SnapRail Pro conveyor components laid out in assembly order on a neutral industrial background, labeled connection points, bolts, brackets and rails, precise engineering illustration.

Video prompt

Create a step-by-step assembly training video for SnapRail Pro. Show components in sequence, isolate connection points, demonstrate correct orientation, animate each assembly action clearly and highlight common mistakes. Clean narration, instructional graphics and realistic 3D motion.

AquaCore 900

Machine exploded view

industrial water filtration machine

Image prompt

Create a photorealistic exploded 3D view of AquaCore 900, an industrial water filtration machine, with major components separated along their assembly axis: pumps, filters, valves, housing and control system, clean engineering visualization.

Video prompt

Create a 40-second exploded-view animation of AquaCore 900. Begin assembled, smoothly separate major components, reveal internal water-flow pathways, label each subsystem and then reassemble the machine. Precise engineering animation, subtle technical music and clear narration.

SafeArc Shield

Safety training

industrial welding safety system

Image prompt

Create a realistic industrial safety-training scene in a welding workshop showing SafeArc Shield protective equipment correctly deployed, worker wearing appropriate PPE, welding area controlled, clear hazard zones, authentic factory lighting, documentary realism.

Video prompt

Create a 60-second safety simulation for SafeArc Shield. Show a normal welding task, introduce a preventable hazard, pause at the critical moment, rewind, demonstrate the correct PPE and work-area procedure, then show the safe outcome. Professional safety narration and realistic factory sound.

PackFlow X2

Industrial sales demo

automated packaging line

Image prompt

Create a premium B2B industrial sales image of PackFlow X2, an automated packaging line, running inside a clean modern fulfillment facility, cartons moving through conveyors, operators supervising, crisp industrial lighting, photorealistic.

Video prompt

Create a 75-second sales demonstration for PackFlow X2. Follow a package from incoming product to automated sorting, packing, labeling and outbound conveyor. Use cinematic tracking shots and clean 3D overlays to explain workflow transformation. Professional narration and confident technology soundtrack.

ThermaCore

Product engineering story

advanced heat-exchanger module

Image prompt

Create a detailed engineering visualization of ThermaCore, an advanced compact heat-exchanger module, shown as both a finished product and transparent cutaway with internal channels, precision metal surfaces and flowing thermal visualization, high-end engineering render.

Video prompt

Create a 60-second engineering story for ThermaCore. Begin with the finished module, transition into a transparent cutaway, visualize fluid and heat movement through internal channels, then return to the installed product operating in a real industrial system. Scientific narration, precise 3D animation.

AtlasWorks Plant

Factory digital twin

smart electronics factory

Image prompt

Create a photorealistic digital-twin visualization of AtlasWorks Plant: multi-level electronics factory with robotic assembly, human operators, automated guided vehicles, storage, quality inspection and logistics, clean architectural cross-section aesthetic.

Video prompt

Create a 75-second digital-twin walkthrough of AtlasWorks Plant. Start with an aerial exterior, cut through the building, follow materials from receiving to assembly to quality inspection to shipping, then visualize real-time process flows with subtle overlays. Cinematic industrial score.

Fancy a different look?

None of this is stuck being photoreal. Each one below is a starting prompt from the style library: the same brief, rendered a completely different way.

Cutaway VisualizationInformation & Technical Visualization
Style prompt

Detailed cutaway illustration of a modern electric vehicle showing battery pack, electric motors, cooling system, suspension, cabin, electronics and structural frame, exterior partially removed to reveal internal architecture.

Exploded ViewInformation & Technical Visualization
Style prompt

Premium isometric exploded-view visualization of a futuristic smartphone separated into individual components, display, frame, battery, camera modules, circuit board, speakers, sensors and buttons floating in precise alignment, clean white background, subtle shadows.

Cross-SectionInformation & Technical Visualization
Style prompt

Detailed scientific cross-section illustration of a human cell, nucleus, mitochondria, ribosomes, endoplasmic reticulum and cell membrane clearly represented as layered structures, scientifically organized colors, educational medical visualization.

Technical DrawingInformation & Technical Visualization
Style prompt

Highly detailed engineering drawing of an advanced humanoid robot, front and side views, articulated joints, actuator systems, mechanical components and structural frame, precise linework, sectional details, monochrome industrial design presentation.

BlueprintInformation & Technical Visualization
Style prompt

Detailed engineering blueprint of a futuristic electric hypercar, orthographic front, side and top views, precise mechanical geometry, drivetrain layout, aerodynamic components and structural details, fine blue linework on blueprint paper.

Product PhotographyCommercial Photography
Style prompt

Premium studio product photograph of a minimalist wireless headphone resting on a sculptural pedestal, clean neutral background, precise softbox reflections, realistic materials, controlled shadows, luxury consumer-electronics advertising aesthetic.

InfographicInformation & Technical Visualization
Style prompt

Premium editorial infographic visualizing how a modern electric vehicle works, battery, motor, charging system, regenerative braking and power electronics represented as clean connected components, structured hierarchy, modern flat-design aesthetic, white background.

Made with genvi

A cutaway illustration of an electric car
Cutaway Visualization
A metal sculpture of a mechanical figure
Low Poly
A figure beside a concept supercar
Automotive Photography
A supercar on a rain-slicked city street
Automotive Photography
Product Photography · Grok Imagine Video
A coffee machine on a kitchen counter
Product Photography
Suno v4
A skeleton watch on volcanic rock
Product Photography
Retro Futurism · Grok Imagine Video
Headphones lit on a studio plinth
Product Photography
A cyberpunk megacity seen from a rooftop
Game Art
An orbital ring above a city
Retro Futurism
Retro Futurism · Grok Imagine Video
A spire city under a rising moon
Retro Futurism
A digital wall of reference and notes
Whiteboard
A research wall of storybook references
Whiteboard
Photoreal · Grok Imagine Video
Elevated skyways threading a future city
Concept Art
A dense futuristic megacity from above
Concept Art
3D Studio
A rover picking through a bioluminescent alien jungle
Retro Futurism
Manhattan seen across the water at dusk
Photoreal
Times Square lit up at night
Photoreal
A concept supercar, rendered as a 3D model
3D Studio

Questions people ask

Will a generated cutaway be technically accurate?

Not on its own, no. Generate the illustration and then correct it against the real assembly. The value here is getting a legible, nicely lit base quickly, not the model knowing your part numbers. Anything heading into a manual needs checking by someone who knows the machine.

Can I start from my CAD renders?

Definitely. A CAD render as a reference input gives you correct geometry and lets the prompt handle environment, light and atmosphere, which is the stuff CAD is worst at and generation is best at.

Is this okay for safety training?

For visualising a scenario, yes, and it's a great deal safer than staging a real hazard. The procedure itself still has to come from your safety team. Generation illustrates a procedure, it doesn't write one.

Grab a prompt and have a go

Signing up is free and comes with monthly credits. Paste any prompt from this page into Chat Studio and you’ll have a first frame back before you’ve finished reading it.