Never Start From ScratchYour AI forgot the case again.
AI has the document. It doesn't have the history. Depositions, prior filings, and case facts stay in the matter, so you do not re-explain them every session.
The symptom, as lawyers describe it
What it looks like
You open a new session for the same case in a general purpose AI chat, say ChatGPT, and the chat does not know it.
You type in the names, the dates, the posture, all of it again before you can even ask your actual question.
You ask for a deposition outline and the chat hands back something written for a case that is not this one.
Next session, you type the names, the dates and the posture in again.
The fix, concretely
What changes
You open a matter in Irys One, a persistent workspace where documents, research, drafts and conversations live together.
You return to the case six months later and the full context is waiting: no re-uploading, no re-explaining.
You ask Workbench a question from a deposition or a prior filing inside that same matter, and it does not start from zero.
From a lawyer using Irys
Keep going
Pick the next fix
the same memory that keeps the facts also keeps the documents.

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