FORMA transforms loose sketches and mood boards into production-aware automotive concepts — with brand DNA, real proportions, and surface intelligence built in.
General AI tools produce pretty pictures. FORMA understands the craft of automotive design — constraints, proportions, brand language, and surface quality.
Upload loose pen drawings or tablet sketches. FORMA preserves your design intent while refining proportions, adding surface detail, and rendering in your chosen style.
ControlNet + IP-AdapterDrop in reference images — textures, other vehicles, architecture, fashion. FORMA extracts the design DNA and applies it as style conditioning, not just color matching.
CLIP EmbeddingsEnforce real vehicle architecture: A-pillar rake, beltline position, wheel-to-body ratio, overhang balance. Concepts that look buildable, not just beautiful.
Domain ConstraintsTrain lightweight style adapters for each design studio. Every sketch carries the right design language — the Hofmeister kink, the crease tension, the face identity.
LoRA Fine-tuningSimulate how light plays across proposed surfaces. See highlight lines, reflections, and shoulder tension before you ever open an alias modeler.
Rendering EngineGenerate consistent 3/4 front, side profile, rear 3/4, and top views from a single concept. The same design language holds across all perspectives.
SV3D / Zero123++Draw, configure, generate. A canvas built for designers, not prompt engineers.
A pipeline designed around how automotive designers actually iterate.
Draw on the canvas or upload loose sketches. Add mood board images for style direction.
→Set vehicle proportions, pick brand DNA, adjust body type and design language parameters.
→AI produces refined concepts with proper proportions, surface quality, and highlight flow.
→Compare versions, branch directions, generate multi-view packages, export to your pipeline.
Production-grade infrastructure behind the design magic.
Stylus-optimized workspace with pressure sensitivity and real-time preview
Async AI pipeline orchestration with job queuing and progress streaming
Relational data with vector embeddings for style similarity search
High-performance asset pipeline for images, sketches, and generated outputs
Sketch-conditioned generation with IP-Adapter for mood board style transfer
Per-studio style adapters that encode proprietary design language
Consistent novel view generation from single concept images
Brief interpretation, design rationale, and intelligent assistant layer
Join the waitlist for early studio access. Limited spots for founding design partners.