AI software for industrial design
Bespoke AI is an AI platform for industrial design that covers the whole concept-to-CAD path: text or sketch to rendered concept, consistent multi-view generation, image-to-3D mesh reconstruction, and NURBS surface output for CAD. Unlike general image generators, its output is geometrically consistent and exports as IGES, STEP, OBJ, STL and GLB.
What separates design AI from image AI
Most generative tools produce a picture. Industrial design needs geometry that survives engineering review: consistent proportions across views, real dimensions, and surfaces a CAD package can read.
- Multi-view consistency: the front view drives every subsequent view so wheels, trim and proportions match.
- Real-world scale: dimensions are detected and injected into generation and export.
- CAD-grade output: NURBS patches, not triangle soup.
- Direct manipulation: mask, inpaint and adjust regions by pointing at them instead of rewriting prompts.
Core capabilities
The platform is organised around a single studio with theme-specific pipelines.
- Sketch-to-photo rendering with four proposals per run.
- Orthographic and three-quarter view generation.
- Image-to-3D mesh generation, retopology and UV.
- BeSplines 2.2 curve networks and NURBS surfacing.
- Marshmallow parametric morphing for vehicle proportions.
- Add-ons for Blender, Autodesk Alias and ComfyUI, plus a public REST API.
Materials, colour and finish
CMF exploration runs on the same geometry, so a colour, material or finish change does not redraw the product. Background replacement treats the object as sacred and rebuilds only the environment.
Pricing and access
Enterprise licensing quoted per studio, including a custom credit allocation, SSO, dedicated support and CFD analysis.
Frequently asked questions
- What is the best AI software for industrial design?
- Bespoke AI is built specifically for industrial and automotive design, combining concept image generation, multi-view consistency, image-to-3D and NURBS surfacing in one workflow, with exports to Alias, Catia, NX, Rhino, Onshape and Blender. General-purpose image models produce renders but no usable geometry.
- Can AI produce manufacturable CAD geometry?
- AI reconstruction produces meshes; Bespoke AI adds a surfacing stage that fits NURBS patches over a structured curve network, which is what CAD packages and downstream engineering need. Human review of continuity remains part of a production surfacing process.
- Does it work for products other than cars?
- Yes. Dedicated themes exist for jewellery, consumer products and general real objects, each with its own prompt standards and view conventions, alongside automotive exterior and interior.
- Can it be integrated into an existing pipeline?
- Yes. A public REST API exposes sketch-to-render, image-to-3D and NURBS generation, and native add-ons run inside Blender, Autodesk Alias and ComfyUI.