The Lab
What Red Tree Labs builds, measured. Working applications, the case studies behind them, and what we learn along the way.
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RAG & document Q&A: Answering questions from a company’s own documents. One piece of work shows it.
Applications
Working software you can run.
Demonstrates
Answers from freight paperwork
Sign in to openDetention disputes, short pays and claim deadlines, answered from the contract instead of from memory.
A brokerage’s contracts, rate cons, PODs, carrier invoices and procedures indexed in a Qdrant vector database. An inbound email pulls back the right passages by keyword, by meaning, or both, and Claude drafts the reply citing each one, or hands off when the paperwork doesn’t say. Twenty-two test emails with a known right answer measure every mode against Claude with no documents.