At Nova Mondo, we help companies accelerate product development by combining natural language, generative AI, and deterministic AI workflows.
Our solution enables product teams to explore new design directions quickly and consistently. Instead of starting from a blank page, teams can take an existing product and generate controlled variations of it new colors, materials, patterns, textures, finishes, and visual concepts while preserving the core product identity. This makes it easier to move from idea to visual concept in minutes rather than days.
From neutral product model to controlled design variants
This example shows how Nova Mondo uses AI to support product ideation and visual iteration. We start with a neutral product model and then explore different material directions, colors, and finishes while keeping the original product structure consistent.
The value is not just that AI can generate images. The value is that the process can be controlled. The shape, proportions, stitching, sole, laces, and overall product identity remain recognizable, while the surface design is changed and refined step by step.
This allows product teams to move quickly from a simple base model to multiple realistic design directions — without having to manually create each variation from scratch.
Branching into an alternative direction
At any point in the process, we can branch off into a new design direction.
Variant 5 shows a darker, more formal interpretation of the same sneaker. Instead of continuing with the light cognac version, we explore a deep brown leather finish, cream laces, and a cleaner premium look.
This branching capability is important because product development is rarely linear. A promising idea often leads to several new directions. With AI-supported ideation, teams can explore those branches quickly while still maintaining control over the core product model.
From one neutral product model, we explore multiple design directions.
In this lamp example, the core shape remains consistent while AI is used to test new materials, finishes, colors, and lighting moods — from clean chrome and soft fabric to dark premium variants and warm atmospheric product shots.
This allows product teams to quickly compare visual concepts before committing to physical prototypes, photography, or production decisions.
Curious to see it in action?
Contact Nova Mondo and we can show relevant examples for your industry or product type. Whether you work with footwear, furniture, packaging, lighting, tools, or consumer products, we can demonstrate how AI can support faster visual iteration and more controlled product exploration.
Because the solution can run self-hosted, design iterations do not rely on paid external token usage. Your team can explore more ideas, test more variations, and move faster from concept to decision.