RefineTrain AI YC 申请

Winter 2022Active

RefineTrain AI 在 Winter 2022 批次的 Y Combinator 中作为一家 B2B 公司进行过。以下是：公司做什么、谁创立了它，以及其 YC 申请，按照真实 YC 表格逐题重建。

YC 批次: Winter 2022
行业: B2BEngineering, Product and Design
团队规模: 4
状态: Active
已发布: 2022

创始人

Rasmus Chow

RefineTrain AI 做什么

We rewrite and optimise your internal documentation for AI, giving it deep enterprise context. This unlocks substantially better LLM results across all AI workflows. PROBLEM: -------------- • AI teams struggle with LLM accuracy building AI workflows and agents because of messy, conflicting, fragmented internal knowledge. • Internal knowledge conflicts, uses undefined jargon and rely on unstated company assumptions & context. • LLMs are like Day 0 fresh hires - they can’t understand this documentation properly without someone explaining context to them. • Furthermore, vector search suffers from poorer retrieval accuracy when company context and terms are not present in a knowledge article WHAT WE DO ------------------- • Clean & De-Conflict: Our AI agents read every doc, resolve contradictions, and builds content relationships. • Context Distillation: Our AI agents read & compare related docs, distills context and rewrites an LLM-optimised version of your internal documentation. Optional human-approval ensures 100% confidence in the output. THE OUTCOME ---------------------- • Agents and chatbots that actually understand your enterprise context. • Retrieval that delivers precise, policy-aligned answers on the first try. • A living knowledge base that stays synchronized with every new doc revision.

RefineTrain AI 的 YC 申请，重建版

Y Combinator 申请

RefineTrain AI，Winter 2022 期。来自公开数据的真实申请问题解答。

Founders2
Company7
Progress7
Idea4
Equity3
Curious2
Batch Preference1

Company

Company name

RefineTrain AI

Describe what your company does in 50 characters or less.

AI agents rewriting & optimising your internal documentation for LLMs

What is your company going to make? Please describe your product and what it does or will do.

We build AI agents that read, clean, and rewrite internal company documentation so large language models can understand it correctly. Our system resolves conflicts and distills hidden context in enterprise docs, producing versions optimized for AI workflows. This improves LLM accuracy for engineering, product, and design teams using custom AI-driven tools.

Where do you live now, and where would the company be based after YC?

Our team lives in San Francisco and remotely. After YC, we'll remain based in San Francisco with remote flexibility.

Explain your decision regarding location.

San Francisco is a hub for AI and enterprise tech talent, letting us recruit and build relationships with early customers nearby. Remote work lets us keep flexible and tap talent worldwide.

21 更多回答在完整申请中

Founders, Progress, Idea, Equity, Curious, Batch Preference 包含在完整版中。创建免费账户即可在 YC Insights 中打开，紧邻每个其他 YC 批次。

查看完整申请

常见问题解答

这是 RefineTrain AI 的真实 YC 申请吗？

不是。Y Combinator 对提交的申请保密。这是重建版：使用 RefineTrain AI 的公开数据（发布笔记、创始人背景、产品描述）回答真实的 YC 表格问题。它展示了像 RefineTrain AI 这样的公司会如何向 YC 自我介绍，而不是他们提交的文本。

RefineTrain AI 是哪个 YC 批次的？

RefineTrain AI 是 Y Combinator Winter 2022 批次的成员。

谁创立了 RefineTrain AI？

RefineTrain AI 由 Rasmus Chow 创立。

RefineTrain AI 做什么？