RightNow AI

RightNow AI is an AI-powered CUDA code optimization platform that analyzes your CUDA kernels to identify performance bottlenecks and automatically generate optimized GPU code. It aims to replace costly manual optimization efforts with AI-driven recommendations and one-click deployments, delivering significant speedups and cost savings.

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Overview

RightNow AI analyzes CUDA kernels to determine whether they are memory-bound or compute-bound, then applies targeted optimizations to maximize GPU throughput. It runs on a serverless GPU platform where you can upload your code, generate optimized kernels, and achieve substantial performance gains with minimal engineering effort.

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How It Works

1. Upload your CUDA code to the RightNow AI platform.
2. The AI analyzes the code to identify bottlenecks and generates optimized kernels.
3. Apply optimizations with a single click or via an interactive editor for further tweaks.
4. Deploy the optimized kernels to your workflow and benchmark performance.

The platform claims typical optimization outcomes of 80-99% optimization, replacing the need for expensive GPU engineers and traditional profiling toolchains.

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Why It Matters

• Significantly reduces manual tuning time (weeks of engineering effort condensed into minutes).
• Provides scalable optimization across multiple kernels and workloads.
• Reduces overall cloud and hardware costs by avoiding prolonged expert profiling cycles.

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Performance Highlights

• Demonstrated improvements: from 2.3 ms (original) to 0.6 ms (AI-optimized) for matrix multiplications, with up to ~3.8x faster execution in some configurations.
• Optimized CUDA implementation leverages shared memory, tile-based processing, loop unrolling, and vectorized loads for higher occupancy and better throughput.

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Plans & Pricing (Examples)

• Buy plan examples scale from Basic to Enterprise, offering a mix of kernels per month, profiling, advanced optimizations, and priority support. Plans shown include:
• Starter / Developer: a few kernels per month with basic optimizations
• Professional: more kernels, advanced optimizations, and priority support
• Enterprise: unlimited kernels, dedicated optimization team, and custom configurations

Pricing examples (illustrative):

• Basic: from $6/month for 1 kernel
• Developer: from $14/month for up to 3 kernels
• Professional: from $49/month for up to 10 kernels
• Enterprise: custom pricing with unlimited kernels

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How to Use RightNow AI

1. Prepare your CUDA kernel (e.g., matrixMul, etc.).
2. Upload the kernel to RightNow AI’s platform.
3. Review the AI-generated optimized kernel and benchmark results.
4. Deploy the optimized kernel into your project.

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Safety and Legal Considerations

• Designed for legitimate optimization tasks on your own code; verify license terms for any third-party code involved.

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Core Features

• AI-powered CUDA code optimization that analyzes kernels and suggests or applies optimizations
• Serverless GPU platform for uploading, benchmarking, and deploying optimized kernels
• One-click optimization with optional interactive editor for custom tweaks
• Strong performance gains (typical 80-99% optimization relative to unoptimized code)
• Shared memory usage, tile-based processing, loop unrolling, and memory access optimizations
• Benchmarking and performance comparison tooling
• Pricing tiers based on kernel volume and feature needs, including enterprise options