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How the work moves

Four stages, in the order the material actually arrives. Each one records what it did, and none of them advances on its own.

The same four stages serve a solo practice, a small firm, and a large firm: no matter is too small to open here, and no firm is too large to work with.

Why the work is shaped this way

Drafting is cheap now. Checking is not: to sign something you have to know where each claim came from, and that is the part nobody has automated. Most firms pay for it out of a first-year’s afternoon, a paralegal’s week, or the partner’s evening.

The brief carries its sources. Every factual line opens to the passage behind it, so checking means opening a citation instead of rereading a file. What the material does not contain is marked as not found in this scope, never as proof that it does not exist.

The decision belongs to a person, and it is recorded. A name that comes close puts the matter on restricted hold. An attorney clears it or declines the matter, and approval attaches to the version approved.

The material is prepared before any model sees it. That is the condition for a firm that will not put a client’s file into a chat window, and it holds for a model on the machine as much as one across the internet.

None of that gets easier with a better model, because none of it is the model’s job.

01 Intake: material keeps its origin

Email, PDF, scan, or a folder dropped on the desktop. Each item is stored with its sender, its arrival time, and its place in the matter. The original stays untouched, and a working copy sits beside it, so a question about what a document said six weeks ago can be answered by the document.

Nothing gets renamed into a taxonomy you have to learn. The folder you already keep still means what it meant.

Where an item goes

Material arrives before anyone knows which matter it belongs to. Each item is matched against the matters the firm already holds and shown with the matter it proposes, the reasons behind the proposal, and how confident the match is. You confirm it, override it, open a new matter, or mark it uncertain.

The software does not put an item into a matter on its own. An item nobody can place waits instead of landing in the wrong file, and a wrong proposal costs one decision rather than a search for what went where.

02 Screening: a name that comes close stops the matter

Parties are checked against an approved index. That index is narrow on purpose: it answers whether a name appears in a matter the firm already holds, without opening another client’s file to you.

A possible match puts the matter on restricted hold. An attorney clears the hold or declines the matter. The software does not decide conflicts, and it never writes a conflict determination into the record as though it had.

03 Review: the material comes back as work you can check

The review is the part you will spend your day in. A timeline ordered by date and attributed to the document that established each event. The gaps the material leaves. The two accounts that cannot both be right. The potential issues worth a second look.

Each of those is a link rather than a sentence: open it and you are reading the passage it came from. The labels on every item keep you from reading a claim as a fact, and keep you from reading a gap as proof that something does not exist.

Timeline, with the citation that carries each point ILLUSTRATION
A timeline of three dated events and one gap Three events, each carrying the document and page that established it, followed by a dashed stretch where the reviewed material has no record. 03 JAN Intake email p. 1 14 JAN Incident report p. 12 02 FEB Client statement p. 3 No record in this scope

Cited event Where the material is silent

04 Brief: approval belongs to a version

The output is a draft you correct, reject, or rebuild. An approved version is approved at that version. A later edit starts a new one, and the earlier sign-off does not follow it, because the earlier sign-off was about different words.

Matter briefDraft · illustration

Intake brief: State v. Alvarado

41 items reviewed · 1 possible conflict cleared by counsel · draft 3

Sequence

The 14th begins with a call the complainant says lasted four minutes1, followed by a report filed the next morning2.

What the client says

That no officer attended, and that no call was logged3.

Open

No call log appears in the reviewed material. That is not evidence the call did not happen4.

Reading

The absence reads more like a records gap than a false account, given the dispatch timing5.

Page 1 of 4 · prepared for attorney review · not filed

1 · RecordIncident report, p. 12
2 · RecordDispatch log, p. 4
3 · AllegationClient statement, p. 3
4 · UnresolvedScope: 41 items, none a call log
5 · InferenceReviewer note, draft 3

What it will not do

It does not file, serve, calendar, bill, or talk to your client. It does not decide whether the firm should take the matter. Those stay with you and your signature, which is the point of the design rather than a gap in it.

The request this is built around: a pile of incoming material, and a need to see what matters, what may be missing, and where each point came from.