From AI Concept to Production-Ready Performance
Beyond standard AI integration, we deliver high-performance, purpose-built solutions that solve your most complex data and visual computing challenges. Our expertise in GPU programming and systems architecture allows us to unlock the full potential of your AI models.
From strategy and benchmarking to deploying highly-optimized models on the cloud, edge devices, or secure local infrastructure, we provide the deep technical expertise needed to turn AI concepts into robust, scalable realities.
Our Core AI Capabilities
We offer end-to-end services to ensure your AI initiatives are powerful, efficient, and perfectly aligned with your business goals.
1. Strategic AI Consulting & Architecture
Before a single model is deployed, we help you build a winning strategy. We enable you to make informed decisions and build future-proof systems.
- Problem-Solving & Consulting: We analyze your unique challenges and recommend the optimal AI approach.
- Model Benchmarking: We rigorously test and compare models to identify the best fit for your performance and accuracy requirements.
- Multi-Model Frameworks: We design solutions that allow for the rapid integration of new state-of-the-art (SoTA) models, ensuring your application stays on the cutting edge.
2. Versatile Deployment: Cloud, Edge & On-Premise
Deploy your models where they deliver the most value. We handle the complexities of integration, providing secure and scalable solutions for any environment.
- Cloud & API Services: We deploy models to the cloud, complete with custom APIs and intuitive user interfaces for seamless access.
- Embedded & Edge AI: We deploy models directly onto edge devices like NVIDIA Jetson, integrating them with system I/O for real-time, on-site processing.
- Secure On-Premise Hosting: For maximum data security and confidentiality, we deploy models within your enterprise infrastructure, eliminating reliance on third-party cloud services.
3. End-to-End Performance Optimization
Standard AI models rarely perform optimally out-of-the-box. We specialize in custom optimization to extract maximum performance from your hardware.
- Accelerated Data Pipelines: We build highly efficient I/O pipelines, for example, capturing video and processing it in real-time to match the specific format of custom 3D displays.
- Deep GPU Optimization: We leverage low-level programming (e.g., CUDA, C++, Rust) to optimize every step of the data processing pipeline, from input to inference, for unmatched speed.
Project Spotlight: Real-Time 2D to 3D Conversion
Background
Our client, 3D Global, needed to convert standard 2D video into a 3D format for their specialized displays in real-time, without replacing existing 2D camera hardware.
Our Solution
We evaluated multiple approaches and selected a deep learning model as the core of the solution. We then engineered a complete framework to capture video, run inference, and process the output for 3D Global’s unique display technology. This was delivered as both a real-time embedded solution and a cloud pipeline for high-quality post-processing.
This project highlights our ability to build end-to-end AI pipelines—from model evaluation to processing high-throughput video streams for specialized hardware.
Let’s Build Your AI-Powered Solution
Ready to move beyond generic AI and unlock real performance? Let’s discuss how a tailored AI strategy can transform your business.
Schedule a Consultation or contact us at info@ux3d.io.