The operating system for a law practice.

Every matter, end to end. Intake to filed paper, on frontier engineering you run yourself.

The desk: today’s appearance and the week’s deadlines across every matter.
The same desk on a phone.

Supreme Court of the United States, Washington, D.C.. Carol M. Highsmith Archive, Library of Congress

The Full Opinions, Not the Headnotes

9,427,210
court opinions, full text, across 989 reporters
77,481,570
citation links between them
18,124,047
reporter citations, every one resolved

One paper, through the engine.

Before an answer leaves, the other side’s filing has been read whole, every authority read in full, every clock computed from its rule, and every stage of the gate cleared.

Answer and defenses

Hale v Brightwater · a possession action

Cleared to file
77of 77 stages
  • Authority and citation18
  • Argument and craft15
  • Form, forum and filing11
  • Source and provenance8
  • Adversarial review7
  • Exhibits and service5
  • Release control5
  • Parties and privacy3
  • Dates and clocks3
  • Numbers2

Authority

Fla. Stat. § 83.60(2)

The defense to possession turns on it. Read from the statute’s own text and recorded as read before it can be cited.

  • Read in full
  • Recorded
  • Binding

Deadline

Answer due

5 days

  1. M
  2. T
  3. W
  4. T
  5. F
  6. S
  7. S

Computed from Fla. R. Civ. P. 1.140(a) and the date of service. The arithmetic travels with the date.

Largest filing taken whole

3,651 pages

An opposing party’s filing, taken in whole: every exhibit indexed and every authority it rests on pulled for reading before a word in reply is written.

Authorities Are Solved For, Not Accumulated

Finding candidates is the easy half. The work is choosing among them — and then showing the choice was the best one available rather than merely a good one.

Fusion
Reciprocal rank fusion combines the lexical and dense rankings into one, so neither mode can hide the other’s best hit.
every query
Associative recall
A holographic reduced-representation triple store returns entity neighbours — what is related, not merely what is similar. This is the authority you would not have known to ask for.
1,556,170 triples
Authority selection
A brief does not need every case that agrees with it; it needs the smallest set that covers the argument. That is minimum-redundancy / maximum-relevance, expressed as a QUBO and solved by quantum annealing.
pool from 9,427,210 opinions
Optimisation cross-check
The annealer’s answer is checked against an exact brute-force oracle where the problem is small enough to permit one, and against an independent exact solver where it is not.
every solve

Ten stages stand between a question and an answer, each independently checkable. The whole pipeline, measured.

Every Safeguard Is Proven Before It Ships

Each one is exercised against the specific defect it exists to catch, on material it was never built from, and has to be watched failing before it is trusted to pass.

1,327
safeguards standing behind the engine
988
proven against the defect each one exists to catch
715
proven on material that was complete, well-formed and incorrect

The last figure is the one that matters. A check exercised only against a missing file proves that it notices absence — not that it catches a plausible error in a document that looks finished.

A law library under gothic arches, dark wood shelving and a long reading table beneath hanging lamps.

Built like infrastructure

Enterprise records, taken whole.

A production of thousands of pages is read end to end, not sampled. An instrument of any length is assembled and checked as one.

3,651 pages
in a single opposing filing, taken in whole: 19 million characters, every exhibit indexed, every authority pulled for reading
899 pages
in one exhibit binder, assembled, paginated and checked as a single instrument

Law Library, Herbert C. Hoover Building, Washington, D.C.. Carol M. Highsmith Archive, Library of Congress

Six days of work

In six days, the engine worked through 97,000 pages.

1,945
attorney hours, just to read it: eleven months of full-time work
$777,800
at $400 an hour
< 1¢
under one cent: what the engine’s metered work cost, for all of it

64.8 million tokens across 14,363 engine calls, 21–26 September 2026. Converted at 0.75 words per token, 500 words a page, 50 pages an attorney hour, $400 an hour.

Measured Against the Rule of the Court It Is Going To

That is where papers are returned. It is the standard every paper here meets before it moves.

Read in Full, or Not Cited

No headnote, snippet or summary stands in for an opinion. An authority enters your paper only after its whole text has been read. In a brief filed this year: 90 citations, 90 verified against the full opinion, none fabricated.

The Court Decides the Form

A verification that is valid in one forum is a defect in another. Every paper is measured against the rule of its own forum, read from that rule’s own text.

It Is Allowed to Refuse

77 stages stand between a draft and a court, and every one is invoked on every paper. A draft that fails a stage does not leave.

Your Files Stay on Your Machine

Matters, evidence and drafts stay on the machine you run. A question about a matter carries the context it needs to the place you chose: Gage cloud, your own server, or this computer only, where nothing leaves the device.

What Has to Be True Before It Leaves

Nothing leaves unexamined. A motion is measured against the rule of its court. A contract is measured against the statute that makes it enforceable — and against how it reads from the other side. Two batteries, because the two fail in different ways.

Court Papers

  • Authority and citation18

    No case is cited until the opinion has been read in full — not a headnote, not a snippet, not a summary. Each is then checked for what the majority actually held, whether the court reached it, and whether it is still good law.

  • Argument and craft15

    The standard of review, who carries the burden and the relief sought are each stated with the authority that sets them. Every authority the other side cited is answered rather than left silent.

  • Form, forum and filing11

    Caption, margins, page limits and the filing packet measured against that court’s own rule — and a refusal to draft into a court whose procedure we do not hold, rather than applying another state’s by default.

  • Source and provenance8

    Every fact traces to the document it came from. A search result, an internal note or an earlier draft of our own is a lead to read, never a source to cite.

  • Adversarial review7

    Someone goes looking for what kills the argument before opposing counsel does, including the authority that cuts against us.

  • Exhibits and service5

    Exhibits numbered without collision, legible at the size they will be read, and reconciled against what the paper says was served on whom.

  • Release control5

    Nothing regenerates after signature, and nothing leaves without the approval on the record. A signed paper is frozen.

  • Parties and privacy3

    Every party’s identity and role verified from a primary source — no title inferred from a name — and personal data held out of what gets filed.

  • Dates and clocks3

    No “next Tuesday”. Every deadline computed from the rule that sets it and carrying that rule’s citation, so a date can be checked instead of trusted.

  • Numbers2

    Every figure reconciles against its exhibit, and any amount the court may ask about is on one page before anyone stands up.

77 stages in 10 lanes, every one invoked on every court paper, counted from the running gate on 2026-09-22. A draft that fails a stage does not leave, and the stage that stopped it is named in the record rather than summarised. If the gate changes and this is not re-measured, the number is wrong and the date says so.

Business Paper

Land contracts, NDAs, licences, employment and services agreements, operating agreements. No caption to lock, no exhibits to reconcile. What voids one is a statute; what costs you is a term you agreed to.

  • What kind of paper this is, and whether any blank was left unfilled

  • Who is signing, in what capacity, and whether they can bind the party named

  • The statutory elements this instrument must contain to be enforceable

  • The clause families a paper of this kind is expected to carry

  • How the paper reads from the other side — one-sidedness in either direction

  • Terms that have taken us before, scored from our own executed deals

  • What executed contracts in the corpus do where this draft is silent

  • How the market drafts these clauses — context that never blocks

8 phases over 6 kinds of instrument, checking 30 clause families against 14 statutes read from their own text. One of the eight scores the paper from the counterparty’s side: a contract that is one-sided in our favour is a contract that gets renegotiated, and that is a defect too.

A vaulted courtroom lit by desk lamps, with a carved wooden railing before the bench.
The Old Supreme Court Chamber, United States Capitol, Washington, D.C. Historic American Buildings Survey, Library of Congress

From the First Notice to the Filed Paper

Every matter, every deadline and every draft in one place, with each paper examined before it goes anywhere.

For Every Matter

Every matter in one file: its papers, evidence, service, law and deadlines, with what needs you named in a sentence.

The product
A matter opened on a computer: its files, evidence, service, law and outstanding work.

For Every Filing

Every draft is examined before it goes anywhere, and the defects that get a paper returned are named the way a court would.

The proof
The documents view on a computer, one paper expanded, marked not ready, with the reason given.

One Desk, in Light and in Dark

The desk follows your computer’s setting, or keeps the one you choose. Nothing about the work changes between the two: the same matters, the same deadlines and the same checks, drawn for a bright office or for a long evening with the record.

The desk in its light theme.
Light
The same desk in its dark theme.
Dark
The desk on a phone, light theme.
The desk on a phone, dark theme.

Text size and contrast are settings as well, so the desk reads the way you read.

Live

The system, measured today.

Every figure below is read from the running system and carries the date it was measured. New abilities arrive as they are released.

3,042
automated checks watching the system on every machine
Measured Nov 5, 2026
9,532,618
court opinions held in full text
Measured Nov 5, 2026
48
abilities the assistant can use on your matters
Measured Nov 5, 2026

Newest

  • The deskA scanned return-receipt card appears as a dated item on your to-do list.
  • The deskThe chat answers questions about the app using the screen you are viewing.
  • The deskDropping papers without an open matter creates a matter, cited drafts, and a marked revision.
Everything, live

In court, today

Already winning in court.

People are filing with the engine now, across multiple jurisdictions, and pro bono access is extended today to litigants who cannot afford counsel.

Pro bono

A $10,000 Claim Dismissed in Under a Month

A self-represented parent, given pro bono access to the engine, answered with immaculate paperwork, disciplined motion practice and every procedural step in order. The court dismissed the claim in full, and she never paid a dollar for legal advice.

Closed September 2026 · shared with the client’s consent

Every scale of the law.

One engine and one standard, from a household’s first notice to a corporation’s production. The instrument changes. The discipline does not.

  • Families and Estates

    Trusts, estates, guardianships and a fiduciary record that holds up to scrutiny years later.

  • Individuals

    Every notice answered on time, every paper checked before it is filed, every deadline carrying its rule.

  • Small Businesses

    Contracts read against the statute that governs them; disputes and collections run as a docket.

  • Law Firms

    Dockets, briefs and discovery at volume, every citation read in full before it reaches a partner.

  • Corporations and Fiduciaries

    Enterprise productions ingested end to end; governance and fiduciary administration on hardware you control.

The marble front of the Supreme Court under a deep blue sky.
Supreme Court of the United States, Washington, D.C. Carol M. Highsmith Archive, Library of Congress

The practice behind the engine

A method proven over six years in federal proceedings.

Gage Law comes from an administration that carried a federal trademark contest for more than six years, largely self-represented, opposite a global law firm, and closed it in 2026 with judgment in its favour. What that contest demanded became the method, and the engine is that method made exact and repeatable.

  1. 01

    The whole record

    Every page the other side files is taken in, and every authority it leans on is read in full before a reply is drafted.

  2. 02

    Primary sources only

    A statute from its own text, a case from the opinion itself, a deadline from the rule that sets it. Summaries are leads, never citations.

  3. 03

    Solved, not searched

    Arguments and authorities are weighed as a whole and optimised, on classical and quantum annealing, so the paper carries the strongest set rather than the first found.

Built with practising lawyers

  • New York
  • New Jersey
  • Supreme Court of the United States

Among the legal professionals building the engine: a trial lawyer admitted before these courts, in practice since 1994.

Fluted stone columns in a round hall beneath two hanging lamps.
Court of Appeals, Albany, New York. Historic American Buildings Survey, Library of Congress
Broad stone steps and a paved walk leading to a tall courthouse with narrow vertical windows.
United States Courthouse, Seattle, Washington. Historic American Buildings Survey, Library of Congress

Your matters, on your machine.

The corpus and the filing gate are the same for everyone. What an engagement adds is that the work becomes yours: private, kept apart from every other matter, and reviewable line by line before anything carries your name.

Every Matter Kept Separate
Each matter has its own file and its own record. One client’s papers cannot be opened from another client’s work — not by accident, and not by anyone.
Every Claim Opens to Its Source
Open any authority in a draft and read the passage it came from, in full. A claim you cannot open is a claim you should not file.
It Refuses Work That Will Not Hold
Before a draft is yours, the checks read every authority end to end. A citation that will not survive being read back does not pass — and it tells you why.
It Runs on Your Own Computer
Your matter file, evidence and drafts are kept on your machine, not on someone else’s server. When you ask the assistant about a matter, the context it needs goes with the question; on the sovereign tier it is answered only on hardware we own.

Security Built for Privileged Work

Signed releases, approvals bound to the exact document, encryption in transit, and your choice of where work runs, down to this computer only.

  • Signed Releases

    Every release is signed with Ed25519 and verified before it installs.

  • Approvals Bound to the Page

    An approval records the SHA-256 digest of the exact document approved.

  • Encrypted in Transit

    TLS 1.3 on the web, and the kit reaches our gateway over HTTPS inside a private WireGuard network.

  • Kept on Your Machine

    Matters, evidence and drafts stay on the computer the kit runs on.

  • You Choose Where It Runs

    Gage cloud, your own server, or this computer only. Leave the cloud whenever you like.

  • Hardened at the Edge

    Rate limits and signed-in sessions are enforced before a request reaches the application.

Security in full

See It on a Matter of Your Own

Member sign in

Skyline and lakefront, Chicago, Illinois. Carol M. Highsmith Archive, Library of Congress