RefineTrain AI

We help companies turn sprawling, conflicting documentation into a clean, AI-ready knowledge base that plugs straight into any LLM or RAG pipeline. || PROBLEM • General-purpose LLMs know the internet; they don’t know your products, policies, or process nuance. • Even with RAG, LLMs don't quite understand the retrieved document as it is missing deep company-specific context. • The result? Answers that sound confident but are inaccurate for mission-critical workflows. WHAT WE DO • Clean & De-Conflict: Our AI reads every doc, resolve contradictions, and builds content relationships. • Context Distillation: Our AI reads & compares related docs, distills context and rewrites an LLM-optimised version of your internal documentation. Optional human-approval ensures 100% confidence in the output. • Zero Model Re-Training: Because only enterprise knowledge is tuned, your LLM stays stock. Faster deployment, lower cost, no IP risk. THE OUTCOME • Agents and chatbots that actually reflect your enterprise reality. • Retrieval that delivers precise, policy-aligned answers on the first try. • A living knowledge base that stays synchronized with every new doc revision. If you’re tired of “hallucinations” and half-right answers from your internal AI tools, let’s talk. We'd show you how data-tuning beats model-tuning – not just talk about it.