RightNow

RightNow's RunInfra provides chat-native AI model optimization and infrastructure to deploy production-ready AI endpoints for open-source models. It benchmarks GPUs, optimizes runtimes and kernels, and ships an API for production usage, with options for self-hosted or managed deployments.

Users select a supported open-source model, RunInfra benchmarks GPUs, optimizes kernels and runtimes, and deploys a production API. The platform offers a chat-driven interface to describe AI pipelines, auto-engine and auto-GPU capabilities, and a delivery of end-to-end inference stacks (quantization, KV cache, speculative decoding, and server tuning) for production across multiple model families and modalities. It supports self-hosted on users' GPUs with per-token billing or a managed cloud deployment, including a self-contained optimization suite and an OpenAI-compatible API with deployment endpoints and monitoring.

Who it’s for: Teams building AI-powered applications requiring production-ready inference on open models, who want chat-driven tooling to optimize and deploy AI pipelines on their own GPUs or via managed infrastructure.

Backed by Y Combinator; public launch noted; multiple model options and product iterations indicated, along with pricing tiers and self-hosted options.