Margin reads your PDFs, contracts, and research so you don\'t have to. Upload a document, ask a question, get a cited answer. That\'s it.
No bloat. No 14-step onboarding. Just a chatbot that actually knows your documents.
PDFs, contracts, research papers, meeting notes, handbooks. We extract, chunk, and embed every page.
No keyword guessing. Ask the kind of question you'd ask a colleague who actually read the doc.
Every response shows the exact passages it pulled from. Trust, but verify — in one click.
Documents stay private to your workspace. Encrypted at rest. No third-party training, ever.
Sub-second retrieval. Answers stream as they generate. No spinner roulette.
Follow-ups remember context. Drill deeper without re-pasting the question every time.
I dropped in 400 pages of due diligence and had a draft memo in twenty minutes. This replaced three days of skimming.
Our support team uses it as a live handbook. Onboarding time dropped from two weeks to four days.
Legal review used to be a black box. Now I ask the contract questions directly and get cited clauses back.
Best research tool I've used in years. The citations are what sold me — I can actually trust the output.
Try it on your messiest folder. If it doesn\'t save you an afternoon, just delete the account.
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