Transform Industrial Sketches into Photorealistic Renders & CMF Variations
An iterative AI workbench for industrial designers and hardware brand teams. Explore colorways, swap physical materials, and export client presentation boards without re-rendering CAD.
Four Core Pillars Built for Industrial Design
Not a generic text-to-image generator. DesignCMF is an iterative workbench built around the real workflow of consumer hardware teams.
Sketch to Render
Transform hand-drawn concept sketches or CAD wireframes into photorealistic studio renderings while strictly preserving proportions, part silhouettes, and mechanical interface details.
Color Variations (Colorways)
Explore unlimited color palettes without redesigning the product. Use interactive brush masking on up to 4 distinct regions and assign exact target HEX codes or hardware finishes.
Physical Material Swap
Swap real-world engineering materials in seconds. Choose from brushed aluminum, injection-molded matte PC, glossy acrylic, surgical stainless steel, frosted glass, or upload custom textures.
Design Variations
Generate iterative aesthetic branches from an approved product design. Explore alternate ergonomic bevels, parting lines, and styling directions while keeping core structural components intact.
CMF Presentation Board
Select 2 to 6 generated design variants, specify finish names, materials, and Pantone/HEX codes, and instantly export agency-grade design review boards for clients and stakeholders.
Unified Project Version Tree
Never lose an iteration. All original sketches and generation branches are permanently archived in Cloudflare R2 with complete prompt, model, and parameter provenance.
Engineered for Hard-Line Industrial Design
One unified AI design engine fine-tuned for physically-based lighting, manufacturing finishes, and form factor fidelity.
Consumer Electronics
Audio, wearables, smart charging & mobile hardware
Home Appliances
Coffee machines, air purifiers, culinary appliances
Lighting & Fixtures
Architectural desk lamps, ambient luminaires, portable LEDs
Ergonomic Tools & Devices
Precision power tools, medical instruments, handheld meters
Furniture & Lifestyle
Workspace accessories, minimalist seating, acoustic objects
Traditional CAD Workflow vs. DesignCMF AI Studio
Save dozens of hours during early-stage industrial design phases, client pitch deck preparation, and CMF exploratory reviews.
Manual 3D Modeling & Shader Nodes
- Requires full parametric CAD solids (Rhino/SolidWorks) before seeing any realistic render.
- Manual UV unwrapping, normal mapping, and complex shader tree setup in KeyShot or Blender.
- Testing 5 colorways requires re-rendering full resolution passes on local GPU farm.
- Manual Photoshop compositing to create presentation boards for client reviews.
Instant Sketch Renders & Masked Swaps
- Start from any hand sketch, CAD screenshot, or white foam prototype photograph.
- Paint 4 mask regions to test colorways with exact HEX palettes in seconds.
- One-click swap of anodized aluminum, matte PC, frosted glass, or custom reference textures.
- 1-click export of unified CMF Presentation Boards with material labels & finish specs.
Predictable Plans for Industrial Designers & Studios
No unexpected GPU surcharges. Commercial usage rights included. Generous generation credits with zero downtime.
Designer Plan
For solo industrial designers & freelancers
- Sketch to Render (Seedream 5 Flash Edit)
- Color Variations (Up to 4 mask zones)
- Material Swap with Built-in Library
- Unlimited Version Branching & R2 Storage
- CMF Presentation Board Export (PNG)
- Full Commercial IP & Design Rights
Studio Plan
For hardware startups & design studios
- Everything in Designer Plan
- 4-Candidate Batch Generation
- High-Quality 8K Output Mode
- Custom Texture Reference Uploads
- CMF Presentation Board Export (PDF & PNG)
- Priority GPU Queue & Dedicated Support
Generation cost: 10 credits for Sketch to Render / Variations, 15 credits for Colorways / Material Swap. Unused monthly credits roll over as long as the subscription remains active.
Everything You Need to Know About DesignCMF
Clear technical answers regarding precision, CMF capabilities, and commercial IP.