Startup Ideas AI

RightNow AI helps developers optimize their CUDA code and profile their kernels to spot bottlenecks and unlock peak GPU performance, getting the most out of their hardware. It automatically profiles, detects bottlenecks, and optimizes CUDA kernels for peak performance. It supports major NVIDIA architectures and allows generating optimized CUDA kernels instantly with AI.

TAHO by Opnbook is next-generation infrastructure software for AI, Cloud, and High-Performance Computing (HPC). It doubles throughput without extra hardware, containers, or complexity by introducing an execution layer to run alongside your existing stack. TAHO optimizes resource use, cuts costs, conserves energy, and protects the planet by reducing infrastructure waste. It achieves operational readiness in milliseconds and distributes workloads intelligently across environments to reduce GPU waste and eliminate bottlenecks. TAHO is built to run when others fail, with resilient, secure, and deeply observable features.