Game developers with AI expertise
Software with AI. Local where it counts.
We bring AI models into your software, make your knowledge searchable with RAG, automate recurring workflows and advise teams who build software with AI agents. Entirely on your own hardware if you wish. For small companies just as much as for large ones.
Services
From the idea to the running application
Local, as an external service or combined: your task and the data you may use decide the solution. We measure quality on your own use case. Small companies can start small too: with a single, clearly limited task.
Local AI & RAG
Make text, images, video and audio searchable, with verifiable sources and on your own hardware.
- Hybrid search
- Text · image · video · audio
- Embeddings
- MCP
AI software development
Complete applications with local model integration and automation of recurring workflows, fast and responsive.
- Rust
- C++
- Python
- .NET
AI programming consulting
Model choice, data flow and a way of working that lets your team review and accept AI code reliably.
- Workshops
- Model choice
- Data protection
- Codex
Games & real-time 3D
Simulation, 3D visualisation and product presentation: the experience everything else builds on.
- Simulation
- Unreal Engine
- VR
- Rust
Projects
Selected projects
From a published game to AI solutions in the daily work of a specialist publisher's newsroom.
Editorial RAG
Editors find earlier articles from several publications faster, with source and page reference.
- Python
- LanceDB
- Tantivy
- Sentence-Transformers
- Docling
- FastAPI
- MCP
Agrar Kompakt
AI-based newsletter: farmers choose topics, regions and channels and receive news that fits their own farm.
- Python
- FastAPI
- Pydantic AI
- SQLModel
- NiceGUI
- Docker
Cattle and Crops
Our farming simulation: machines, workflows and field work as a complete game.
- C++
- C4 Engine
- PhysX
- Real-time 3D
- Simulation
Technology
What we build projects with
We choose the technology to fit the task. These are the tools we use in current and completed projects.
Local AI
Models on your own hardware: language, image, 3D and audio.
- llama.cpp
- ggml
- stable-diffusion.cpp
- Ollama
- PyTorch
- CUDA
- ROCm
- Vulkan
Knowledge & agents
Search with verifiable sources and tools for AI agents.
- RAG
- MCP
- LanceDB
- Tantivy
- Sentence-Transformers
- Docling
- Pydantic AI
Applications & web
Back ends, user interfaces and operations, from prototype to production.
- Python
- .NET
- FastAPI
- ASP.NET Core
- axum
- React
- TypeScript
- WebView2
- Windows API
- PostgreSQL
- Docker
Engines & 3D
Real-time graphics, simulation, 3D models and tools for games.
- Rust
- C++
- wgpu
- Vulkan
- egui
- OpenXR
- glTF
- Unreal Engine
- Blender
- 3ds Max
- ZBrush
- Substance Painter
- Photoshop
Games & real-time 3D
From game development: the most out of every piece of hardware
In games, every millisecond counts. We bring that experience to AI applications: performance is the key to apps that respond instantly, even when the model runs on your own hardware. That is why we love Rust. Where we come from: real-time visualisation, product presentations and VR demos for agricultural machinery and architecture.
Product presentation 
3D model 
Architecture 
Game world
How we work
High output with AI agents. Every step reviewed.
We develop in a fixed process: a second, independent model reviews every step against the plan before work continues.
Plan before code
Goal, scope and acceptance criteria are fixed before an agent starts.
Small steps
Implementation with tests, version control and documented progress.
Independent curator
A second model reviews every step and blocks it when something is wrong.
Humans decide
A passing build does not replace a review by people who know the subject.
Contact
Which task should your AI solve?
Tell us about your use case and your data: whether your company is small or large, whether it is a single task or a whole project. We will get back to you personally with a proposal for getting started.
info@masterbrain-bytes.com