RightNow AI
RightNow AI is an AI-powered CUDA optimization platform that automatically profiles, detects bottlenecks, and optimizes GPU code performance without requiring deep expertise.
https://www.rightnowai.co/?ref=aipure
Product Information
Updated:May 9, 2025
What is RightNow AI
RightNow AI is a cutting-edge platform designed to help developers and teams optimize their CUDA code and GPU performance. It combines AI technology with serverless GPU infrastructure to provide automated kernel optimization, profiling, and benchmarking capabilities. The platform supports all major NVIDIA architectures including Ampere, Hopper, Ada Lovelace, and Blackwell GPUs, making it a comprehensive solution for GPU code optimization.
Key Features of RightNow AI
RightNow AI is an AI-powered CUDA optimization platform that automatically profiles, detects bottlenecks, and optimizes GPU code performance without requiring deep expertise. It provides serverless GPU profiling, generates optimized CUDA kernels through natural language prompts, and supports all major NVIDIA architectures including Ampere, Hopper, Ada Lovelace, and Blackwell GPUs.
AI-Powered CUDA Optimization: Automatically analyzes code and identifies performance bottlenecks, applying optimizations with a single click to achieve 80-99% optimization
Serverless GPU Profiling: Profile kernels on cloud GPUs to identify bottlenecks without requiring local hardware setup
Natural Language Code Generation: Create high-performance CUDA kernels using simple natural language prompts without needing deep GPU expertise
Multi-Architecture Support: Works across all major NVIDIA GPU architectures including Ampere, Hopper, Ada Lovelace, and Blackwell
Use Cases of RightNow AI
ML Pipeline Optimization: Help AI teams optimize their machine learning inference pipelines for better performance
Legacy Code Modernization: Assist teams in modernizing and optimizing existing CUDA code bases without manual rewrites
Rapid Prototyping: Enable quick development and optimization of new CUDA kernels for research and development teams
Pros
Significant performance improvements (2-20x speedups reported)
No deep CUDA expertise required
Quick optimization process (minutes vs weeks)
Serverless architecture eliminates hardware setup needs
Cons
Limited free tier (only 5 kernel generations per day)
Requires internet connection for serverless profiling
May not achieve optimal performance compared to expert manual optimization
How to Use RightNow AI
Upload Your Code: Start by uploading your CUDA code to RightNow AI's serverless GPU platform for analysis
Automatic Analysis: The system automatically analyzes your code to identify performance bottlenecks (e.g., memory-bound or compute-bound issues)
Select GPU Architecture: Choose your target NVIDIA GPU architecture (Ampere, Hopper, Ada Lovelace, or Blackwell) for optimization
Apply Optimizations: Click to apply the AI-suggested optimizations that can improve performance by 80-99%
Profile Performance: Use the serverless GPU profiling feature to benchmark and verify the performance improvements without requiring local hardware
Fine-tune Results: Make additional tweaks using the interactive editor or let the AI suggest further improvements until desired performance is achieved
Generate Optimized Kernels: Use natural language prompts to generate high-performance CUDA kernels if needed - no deep GPU expertise required
Deploy Code: Once satisfied with the optimizations, deploy the improved code to your production environment
RightNow AI FAQs
RightNow AI is an AI-powered CUDA optimization platform that automatically improves GPU code performance. It combines features similar to GitHub Copilot and NVIDIA Nsight to analyze code, identify bottlenecks, and optimize CUDA kernels without requiring deep expertise.
RightNow AI Video
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