Our breakthrough technology eliminates the need for expensive and manual GPU optimization, automatically generating high-performance code that runs efficiently on any hardware. Two core capabilities drive immediate business value:
Cost Optimization: Deploy AI models with up to 70% lower computing costs, directly improving your bottom line.
Universal Deployment: Run your existing AI models at peak performance across any GPU infrastructure, eliminating vendor lock-in and scaling constraints.
Mako delivers continuous, automated performance improvements without requiring changes to your existing code or hiring specialized engineers. Our intelligent compiler automatically optimizes your AI workloads 24/7, ensuring you maintain peak efficiency as your models and infrastructure evolve.
At the core of our platform is an innovative compiler that leverages hardware-aware deep learning-based search to automatically select from the growing ecosystem of vendor-provided and open-source GPU kernel libraries. Our compiler extends beyond library selection with optimization passes for both vertical and horizontal kernel fusion, enabling the generation of novel kernels outside the original search space.
Our roadmap includes extending the compiler to generate entirely new kernels from scratch. By integrating cutting-edge AI technologies into the compilation pipeline from day one, Mako is pioneering the next generation of modern compilation.
Our mission is to replace costly manual GPU tuning with automated intelligence, democratizing access to state-of-the-art performance. If you're excited about building the foundation for advanced coding agents and solving the hardest challenges in software engineering, join us.
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