Kaedim

Kaedim is an AI-powered platform specializing in converting concept art, product photos, and design sketches into production-ready 3D models. Based in London, Kaedim aims to fundamentally accelerate traditional 3D modeling workflows by automating the 2D-to-3D conversion process, particularly for game studios, e-commerce companies, and digital content producers. The platform adopts a hybrid approach combining AI generation with human quality control, maintaining output quality at professional standards.

Kaedim's feature set extends beyond basic 2D-to-3D conversion to offer a comprehensive production pipeline. The core image-to-3D conversion feature produces complete 3D models with detailed geometry, UV mapping, and PBR textures from a single concept drawing or photograph. The automatic texturing system applies realistic material properties to make models render-ready out of the box. Level of Detail (LoD) support ensures models can be optimized for different performance requirements, which is particularly critical for mobile games and web applications. Clean UV unwrapping algorithms minimize texture distortion and facilitate direct integration into professional workflows. The platform supports export in FBX, OBJ, and GLTF formats, ensuring seamless compatibility with Blender, Maya, Unity, and Unreal Engine.

Kaedim's workflow is straightforward yet effective. Users upload their 2D image to the platform and specify the desired style and detail level. The AI analyzes depth cues, shadows, and perspective information from the image to extract three-dimensional geometry. The automatic texture generation system then applies surface materials and performs UV mapping. Results undergo a quality control process where human artists refine the model when necessary. In the final step, users download the model in their preferred format or export it directly to the target platform. This process reduces what traditionally takes 3 hours of 3D modeling work to approximately 10 minutes.

Kaedim's primary target audience is professional game studios and 3D content production teams. Independent game developers use the platform for high-volume asset production on limited budgets, while AAA studios leverage it for rapid prototyping from concept art. E-commerce companies convert product photographs into 3D models to enable augmented reality try-on features and interactive product experiences. Architecture and interior design firms obtain quick 3D visualizations from drawings. Educational institutions and museum digitization projects are also among Kaedim's user base.

Pricing is built on a credit-based model. Users purchase credit packages according to their needs, with each 3D conversion consuming a specific number of credits based on complexity. Enterprise plans offer volume discounts, priority processing, and dedicated API access for high-throughput production environments. The platform may be expensive for hobbyist use and is primarily oriented toward professional teams.

Kaedim stands out from competitors particularly in hard-surface objects — vehicles, accessories, furniture — achieving 85-90 percent accuracy rates. Its hybrid approach combining AI with human quality control produces more consistent and reliable results compared to fully automated solutions. However, accuracy can drop to the 70-80 percent range for organic shapes such as characters and creatures, and results may weaken with low-resolution or cluttered inputs. Despite these limitations, Kaedim positions itself as one of the platforms offering the best balance between professional quality and production speed in the 2D-to-3D conversion space.