RefineTrain AI YCアプリケーション

Winter 2022Active

RefineTrain AIはWinter 2022バッチでB2B企業としてY Combinatorを卒業しました。以下：会社の事業内容、創業者、そして実際のYCフォームで質問ごとに再構築されたYCへの応募内容。

YCバッチ: Winter 2022
業界: B2BEngineering, Product and Design
チーム規模: 4
ステータス: Active
ローンチ済み: 2022

創業者

Rasmus Chow

RefineTrain AIの事業内容

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のYCアプリケーション、再構築済み

Y Combinator 申請

RefineTrain AI 様、Winter 2022 バッチ。公開データから回答された、実際のフォームの質問。

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.

フルアプリケーションで21件の追加回答

はフルバージョンにあります。無料アカウントを作成して、他のすべてのYCバッチの横にあるYCインサイトで開いてください。

申請内容全体を見る

よくある質問

RefineTrain AIの実際のYCアプリケーションですか？

いいえ。Y Combinatorは提出されたアプリケーションを非公開にしています。これは再構築されたものです。実際のYCフォームの質問に、RefineTrain AIの公開データ（ローンチノート、創業者経歴、製品説明）から回答しています。RefineTrain AIのような会社がYCにどのようにアピールするかを示しており、彼らが提出したテキストではありません。