Ask a folder of contracts, emails and reports a plain question. Every answer shows the file and the exact page, with the clause marked on it.
One question can read across a contract, an email thread and a survey at once, and cite each one.
Plain English. No keywords to guess.
Every page scored against the question.
Too low, and the server answers on its own.
The cited clause, marked where it sits.
No page clears the cutoff, so the model is never asked. No invented citation.
An associate opens the contract, then the email thread, then the survey. They hunt for the clause, the reply that answers it, and the number that ties it together.
A plain chatbot will happily answer, and sometimes it invents the citation. Lawyers have been sanctioned for filing exactly that.
This build answers from the files only, cites the exact page, and stops itself when the answer is not there. You get the speed without betting your filing on a made-up quote.
Shown here on a sample dispute. The same engine reads your own contracts, emails and reports. Simulated case, real retrieval and citation guard.
This runs the same engine I would build for you. Ask the settlement question and watch it refuse.
Tell me what piles up: contracts, email threads, reports. I will reply with the fastest honest way to make it answerable.