Mnml.ai

mnml.ai streamlines architectural visuals by allowing users to upload sketches or models, then instantly generates polished renderings with optional style filters and AI-enhanced refinements. Its API enables integration into apps, while support for upscaling, video, and staging offers all‑in‑one tools for design pros and educators alike.

Key Features :

• 1‑Click Sketch → Render – Transform hand‑drawn or digital drafts into polished images in seconds.
• 40+ Styles – Choose from realistic, CGI, ink-sketch, and more.
• Design Variations – Generate multiple layout options from one input.
• Software-Compatible – Imports from SketchUp, Blender, Revit, 3ds Max.
• Interior & Exterior – Supports landscapes, staging, and elevations.
• APIs Available – Includes rendering, staging, inpainting, video, and style transfer.
• 4K Upscaling – High-res exports ready for print & presentation.
• Commercial-Use Plans – Licensing is included in Pro and Expert tiers.