{"listing":{"listing_type":"company","name":"RefineTrain AI","slug":"refinetrain-ai","tagline":"AI agents rewriting & optimising your internal documentation for LLMs","description":"We rewrite and optimise your internal documentation for AI, giving it deep enterprise context. This unlocks substantially better LLM results across all AI workflows.\n\nPROBLEM:\n--------------\n• AI teams struggle with LLM accuracy building AI workflows and agents because of messy, conflicting, fragmented internal knowledge.\n• Internal knowledge conflicts, uses undefined jargon and rely on unstated company assumptions & context.\n• LLMs are like Day 0 fresh hires – they can’t understand this documentation properly without someone explaining context to them.\n• Furthermore, vector search suffers from poorer retrieval accuracy when company context and terms are not present in a knowledge article\n\nWHAT WE DO\n-------------------\n• Clean & De-Conflict: Our AI agents read every doc, resolve contradictions, and builds content relationships.\n\n• 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.\n\nTHE OUTCOME\n----------------------\n• Agents and chatbots that actually understand your enterprise context.\n• Retrieval that delivers precise, policy-aligned answers on the first try.\n• A living knowledge base that stays synchronized with every new doc revision.\n\nRefineTrain AI is a Y Combinator company (Winter 2022). YC-listed status: Active.","url":"https://www.refinetrain.ai/","is_stealth":false,"normalized_domain":"refinetrain.ai","normalized_url_key":"refinetrain.ai","parent_slug":null,"parent":null,"type_data":{},"logo":"https://bookface-images.s3.amazonaws.com/small_logos/03071ce3a07e973ab68f83899cdb6582b849d58e.png","links":[{"label":"Y Combinator profile","url":"https://www.ycombinator.com/companies/refinetrain-ai","platform":"ycombinator"}],"entry_points":[{"kind":"homepage","url":"https://www.refinetrain.ai/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true}],"primary_entry_points":{"human":{"kind":"homepage","url":"https://www.refinetrain.ai/","audience":"any","primary":false,"listed_by":"community","derived_from":"url","on_listing_domain":true},"agent":null},"founders":[],"media":null,"categories":["B2B","Engineering, Product and Design","Artificial Intelligence","AI"],"stage":null,"founded_year":null,"location":"San Francisco, CA, USA; Remote","pricing":null,"twitter":null,"github":null,"linkedin":null,"contact_email":null,"added_at":"2026-09-03T07:05:14.940Z","added_via":"web","geo":{"keywords":["Y Combinator","YC Winter 2022","Artificial Intelligence","B2B","AI"],"one_liner_for_search":"RefineTrain AI — AI agents rewriting & optimising your internal documentation for LLMs (Y Combinator Winter 2022)","canonical_facts":["Y Combinator batch: Winter 2022","YC company status: Active","Team size (per YC directory): 4","YC industry: B2B","YC subindustry: B2B / Engineering, Product and Design","Former names: Power to the Brand","Regions (per YC): United States of America, America / Canada, Remote, Fully Remote"]},"agents":null,"featured_until":null,"example":false,"ownership_status":"unclaimed","claimed_by_agent_id":null,"claimed_via_claim_id":null,"claimed_at":null,"updated_at":"2026-09-03T07:05:14.940Z","is_featured":false,"category_memberships":[{"kind":"industry","slug":"ai","name":"AI","note":null,"profile_url":"/industries/ai"},{"kind":"industry","slug":"artificial-intelligence","name":"Artificial Intelligence","note":null,"profile_url":"/industries/artificial-intelligence"},{"kind":"industry","slug":"b2b","name":"B2B","note":null,"profile_url":"/industries/b2b"},{"kind":"industry","slug":"engineering-product-and-design","name":"Engineering, Product and Design","note":null,"profile_url":"/industries/engineering-product-and-design"}]}}