The documents arrive unsorted, the deed is built by hand

This article describes a use case. We have not delivered an engagement to a law firm handling this kind of matter. What follows is what we see of the work and its tools, not the account of a deployment.

Why drafts are still built by hand

In a small law firm, documents arrive one at a time: a scanned deed, a bank statement, a photo from a client’s phone. The firm’s software does not read them. A paralegal opens each one, checks it and types the facts into the draft. Legal document automation would help most here, before drafting starts.

The pile before the draft

Think of a firm that handles estate plans, home sales or divorces. Each matter needs a stack of papers from the client and from third parties. Old wills. Title records. Tax returns. Account statements. Court forms from another county.

None of it comes in at once. Some papers come by email. Some come by mail. Some come as photos, sent late at night. Some come as a PDF with ten documents inside, in no order.

The draft, on the other side, has a fixed shape. Names must match. Dates must line up. The property must be described the same way on every page. Someone has to bring the two sides together.

A small mismatch is easy to miss and costly to find late. A middle initial that appears on one record and not on another. A parcel number copied with one digit off. An account that was closed last year. Each one is caught by a person reading page after page, often at the end of the day.

The tools stop at the door

Practice management software and document templates are good at what they do. They hold the matter, the forms and the deadlines. But they only see what a person puts into them.

So the matching is done by hand. It takes reading, and it takes memory. It is hard to hand off inside the firm, because it means knowing the file. It cannot be handed to the software, because the software never sees the papers until someone enters them.

Small firms feel this the most, and they have the least help with it. The ABA’s 2024 Legal Technology Survey, as reported by the ABA Journal, looked at who uses AI. It found that 46% of firms of 100 or more attorneys use AI. Among solo attorneys, it was 18%. The firms with the most paper to sort per person are often the ones with the fewest tools.

“Now, you’re seeing that with this tech, it’s coming from the bigger firms’ younger lawyers.” — Patrick Wright, partner at The Wright Firm, in the ABA Journal

Drafting is not what takes the most time. Knowing what is still missing, at any given moment, is.

What an agent could take on

Three things. None of them is legal advice, and none of them signs anything.

• Preparing a first draft from the documents already received, inside the firm’s own tools.
• Flagging gaps between the draft and its sources: a date that does not match, a name spelled two ways, a statement that is out of date.
• Tracking what is still missing and preparing the follow-up, so no one has to keep the list in their head.

All three would give information to a lawyer or a paralegal. None would make a decision. Advice, review and signature stay with the firm. That is not a style choice. It is what makes the idea workable in a profession where the lawyer answers for every page.

You can read more about the scope on our page on AI agents for law firms.

Why we write this in the conditional

Because we have not delivered this to a firm, and saying otherwise would be false.

What we do know how to do is proven elsewhere. Each agent is custom-built and installed at the client’s office. Files stay on the client’s machines. Only the text a task needs is sent to the AI model. It works inside the software the firm already uses.

What that would look like in a given firm is still to be built. It would start by watching a real day at a real desk, before writing a single line. The cost is public: see pricing for a custom agent.

---

Engagements we have actually delivered are marked as such in our case studies and use cases by industry. Use cases are marked too, and the difference is explicit.