RefineTrain AI YC 지원서

Winter 2022Active

RefineTrain AI은(는) Winter 2022 배치에서 B2B 회사로 Y Combinator를 거쳤습니다. 아래에는 회사의 사업 내용, 창립자, 그리고 실제 YC 양식에 맞춰 재구성한 YC 지원서가 있습니다.

YC 배치: Winter 2022
산업: B2BEngineering, Product and Design
팀 규모: 4
상태: Active
출시됨: 2022

창업자

Rasmus Chow

RefineTrain AI의 사업 내용

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 AI의 YC 지원서, 재구성됨

Y Combinator 지원

RefineTrain AI, Winter 2022 기수. 공개 데이터를 기반으로 작성된 실제 지원 질문.

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.

전체 지원서에서 21개의 추가 답변

Founders, Progress, Idea, Equity, Curious, Batch Preference는 전체 버전에 있습니다. 무료 계정을 만들어 YC Insights에서 모든 YC 배치 옆에 열어보세요.

전체 지원 보기

자주 묻는 질문

RefineTrain AI의 실제 YC 지원서인가요?

아닙니다. Y Combinator는 제출된 지원서를 비공개로 유지합니다. 이것은 재구성된 것입니다. 실제 YC 양식 질문에 RefineTrain AI의 공개 데이터(출시 노트, 창업자 배경, 제품 설명)를 기반으로 답변했습니다. RefineTrain AI과 같은 회사가 YC에 어떻게 자신을 소개하는지 보여주며, 그들이 제출한 텍스트는 아닙니다.