AI Product Design & CMF Studio • PRD V1.0

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.

Non-Destructive Branching 4-Zone CMF Masking Studio Presentation Boards
LIVE INTERACTION STAGE
Raw hand-drawn industrial sketch
AI Product Render
↔
HAND-DRAWN SKETCH
AI CMF STUDIO RENDER
MaterialSandblasted Matte Aluminum
FinishFine Satin Anodized
Engine
Seedream 5 Flash / Ideogram Colorways
End-to-End Design Workflow

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.

Fal Seedream 5 Flash

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.

Non-destructive shape preservationLearn more
Ideogram Colorways API

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.

Up to 4 custom mask zonesLearn more
Ideogram Material Swap

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.

Physical CMF texture libraryLearn more
Subtle • Balanced • Creative

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.

Multi-variant branch generationLearn more
High-Res PNG & PDF

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.

Ready for client sign-offsLearn more
Cloudflare R2 + D1

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.

Full lineage and version rollbackLearn more
Speed vs Effort

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.

Traditional Method 8–24 Hours

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.
High barrier to early exploratory concept approvals
AI CMF Advantage
DesignCMF Studio 30–60 Seconds

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.
Accelerates client review cycles by 10x
Transparent Pricing

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

$29 / mo
$29/ month
Monthly Credits Included1,000 Credits
  • 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
Most Popular for Studios

Studio Plan

For hardware startups & design studios

$59 / mo
$59/ month
Monthly Credits Included3,000 Credits
  • 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.

Frequently Asked Questions

Everything You Need to Know About DesignCMF

Clear technical answers regarding precision, CMF capabilities, and commercial IP.

Midjourney and generic text generators re-roll an entirely different product silhouette every time a word in the prompt changes. DesignCMF is an iterative studio workbench: you start with your hand-drawn sketch or CAD viewport screenshot, and use precision brush masks to explore alternate colorways, swap physical materials (e.g. brushed aluminum to matte PC), and branch versions while keeping the underlying product silhouette, parting lines, and mechanical joints intact.
    DesignCMF — AI Product Design & CMF Studio | Sketch to Render | DesignCMF