Money may change who can do more with a tool. It may never change what the tool tells you.
A free user and a paying user get the same truth about the same document. Paid tiers add artifacts and capacity, never answers.
01
Two laws, written before the first line of code
Every product in this network is a different lens over one doctrine. The doctrine is short enough to print on a bench plaque, and a release gate holds each product to it on every build.
Intelligence flows toward the weaker party.
When in doubt about who a feature serves, it serves the person holding a document they didn't write. The institution that wrote it has lawyers already.
02
The loop: doors, a wall, and the benches behind it
Every consumer tool in this network ends at the same sentence: this is the moment for a licensed human. That sentence is where the network starts. Each one is a person with a document in hand, already read, arriving at the bench where your office can take over.
It always starts with a letter.
A bill that doesn't add up. A benefits notice nobody can parse. A collection demand with a deadline buried in it. Every path through this network begins the same way, with paper the reader didn't write.
Door · consumer
Recoup
Audits a bill line by line and drafts the recovery paperwork, asserting only what the arithmetic proves.
Door · consumer & navigatorThreshold
Names the benefit programs worth asking about, the paperwork each one wants, and the office that decides.
the wall, where software stops
Bench · professional
Caseload
Turns the intake pile into a triaged queue, behind an attested professional credential or not at all.
Bench · professionalCountersign
Drafts the response and holds it behind four release walls until a human with a license signs.
What compounds here is demand. Documents live in memory and die there; nothing is pooled, mined or retained. Every consumer door added to the park sends more people to the wall with their paperwork already read, so the professional benches behind it are worth more each year. The wall never routes to a paying firm. The tools name the kind of help and the public directories that list it, and the firm that earns the matter is the one the person chooses.
03
The four benches, in detail
Four working benches, one discipline, each deployed and demoable today. Each card says what the bench does, what it will never do, and how the code enforces the refusal. For this network the refusals are the sales pitch.
For consumer-law firms & legal aid
Countersign
The tool drafts. A human with a license signs.
What it does
Assembles response drafts, a debt-collection dispute or a validation demand, with every factual claim tied to the consumer's own document and every legal statement carrying its citation. Drafts queue behind four release walls, and nothing reaches the outside world without an attorney's countersignature. Built with ABA Formal Opinion 512's supervision duties in view.
- Never sends anything unsigned
- Never charges the consumer: free for the consumer, always
- Never promises an outcome
- Never takes a share of any legal fee; licensing is flat, per seat or per released matter
Enforced by: four release walls · SAMPLE stamps until release · attorney countersignature is the one exit
For intake desks, clinics & firms
Caseload
No attested credential, no output at all.
What it does
Turns an unsorted intake pile into a triaged queue: deadlines surfaced with cited authority, draftable matters marked, and anything outside its leash table routed straight to a human. Every byte of output sits behind an attested professional credential, and the gate is the product.
- Never emits analysis to an unauthenticated user
- Never guesses outside its leash table of covered areas
- Never replaces professional judgment: it ranks the pile and the professional decides
Enforced by: credential gate before any output · leash table · 46 machine-checked assertions
For consumers first — firms license flat
Recoup
Asserts what it can prove. Confirms what you tell it.
What it does
Audits a bill line by line in integer cents, never floating-point money, and separates what the document itself proves from what it needs the reader to confirm. The gaps its detectors cannot see are declared in the report. Then it drafts the recovery paperwork. For a law practice the same audit becomes an exhibit: line-item findings with the arithmetic shown.
- Never invents an amount: every figure traces to the bill or is marked unconfirmed
- Never hides what it can't detect; every gap is declared in the report
- Never gives legal advice; it audits paper
Enforced by: integer-cent arithmetic · assert-vs-confirm split · declared detector gaps
For consumers, social workers & legal aid front desks
Threshold
Knows the door. Never claims the key.
What it does
Reads a household's situation against cited, dated benefit-program rules and names the programs worth asking about, the paperwork each one requires, and the office that decides, with the rule quoted word for word. For a legal aid front desk it is the warm no: the person the office can't take still leaves holding named doors.
- Never issues an eligibility verdict; "you qualify" does not exist in its vocabulary
- Never files anything on anyone's behalf
- Never replaces the agency's decision: the office decides, always
Enforced by: 65 machine-checked assertions · verdict language structurally banned from the schema
04
The wider park
The four benches are the front of a longer row. Behind them a family of document decoders is being built to the same contract, one per kind of paper an institution can send. Each is listed in its own words. All are in the workshop: built, gated and unlaunched until their checklists clear.
Plainsight
"Understand anything they put in front of you."
In the workshopMarque
"Every clause, in your favor."
In the workshopServiceRecord
"You served. Now make the paperwork serve you."
In the workshopCrossing
"Entiende cada carta. / Understand every letter."
In the workshopKindred
A care navigator for the sandwich generation — the paperwork of an aging parent's care.
In the workshopRecourse
After a person is served, billed, or cited — decodes the legal jargon and frames the response.
In the workshopRecourse for Business
The document-asymmetry product for America's small businesses.
In the workshopForesight
"Read it before you sign it."
In the workshopAdvocate
"The district has a team. Now you have one too."
In the workshopAbate
"You may be paying too much in property tax."
In the workshopReassess
"Your county says your house is worth more. Make them prove it."
In the workshopNoticeKey
"That IRS letter has a number in the corner. We know what it means."
In the workshopThroughline
"The clear line through a lifetime of care."
In the workshopAfterward
"The calm center, after." The paperwork that follows a death.
In the workshopBenefit Channel
The B2B2C distribution layer that carries the family to the people who need it.
In the workshop · distribution layer
Layer 1
Pandect
What the law says. A registry of cited, attorney-attested rules, served read-only. It never interprets; it is the shelf the rules live on.
Layer 2
The grounding rails
What the document means. The decoders above match a person's document to the cited rule and explain it. They never apply law to a person.
Layer 3
Nexus
What the numbers are. The one layer allowed to compute deadlines and amounts, and only for licensed-professional buyers. Consumer tools never compute magnitude.
No layer can do another's job. A consumer tool that started computing "you owe $X by date Y" would have silently become the professional layer without its safeguards, so the boundary lives in the architecture.
05
The rails: how honesty is enforced
For the technical reader. These are the engineering invariants every bench in the network is built on, and the reason the page above can afford to be calm.
Verbatim or absent
A quote from a user's document ships only if it is an exact substring of that document. Citations that fail the check are dropped. Not stated is correct output, because a disclosed gap beats a plausible fabrication.
Schema-enforced honesty
Analysis returns as forced-tool structured JSON against a schema that carries honesty fields (confidence, unknowns, gaps), so the model structurally cannot omit them. The banned field is telling: recommendedNextStep does not exist anywhere in the family, and the neutral howToChoose replaces it.
Mock/real lockstep
Every engine ships with a zero-secrets deterministic mock that honors the identical contract, so the entire product is testable without a single credential. Engine changes land in the real path and the mock in the same commit, or they don't land.
Two-key go-live
An API key alone keeps a product serving labeled samples. Production requires a second, deliberate confirmation flag that is set only after a no-training, no-retention agreement is in place. Going live is a decision, never a default.
Rules as data, never as memory
Legal and program facts live in cited, dated rule files with source URLs and re-verify stamps, never in prompt prose and never from the model's memory. The model is not the source of a single legal rule anywhere in the network.
Documents die in memory
Uploads are processed in memory with in-process OCR and are not retained. There is no corpus of user documents, by architecture.
Machine experience
The network is built to be read by machines as well as people: semantic landmarks, structured data, and a plain-text llms.txt map. This page practices what it claims — view source.
06
The lines: what this network will not do
For the legal reader. The unauthorized-practice line is the product's load-bearing wall, enforced in schemas and gates.
✕
Give legal advice.Every bench explains and offers a menu of options with neutral how-to-choose guidance. Prescribing the action is structurally off the table.
✕
Predict outcomes or issue eligibility verdicts.No "you qualify," no "you will win," no rating predictions. The tools name that a rule, right, deadline or program exists, and the office that decides.
✕
Invent a figure, date, or citation.The worst failure in this category is a fabricated number a person acts on against an institution. Verbatim-or-absent grounding exists so that failure cannot ship.
✕
Share a legal fee.Professional licensing is flat: per seat, per office, per released matter. Never a percentage of anything a lawyer earns. Model Rule 5.4 is a wall.
✕
Charge the consumer for Countersign.The person holding the collection letter pays nothing to have a response drafted and released. Ever. Firms license the bench; consumers take the seat.
✕
Operate as a referral service.High-stakes documents trigger a get-a-licensed-human block the model cannot remove. It points to kinds of help and public directories, never to a paying firm.
$0
What a consumer will ever pay to have a Countersign draft released. Free for the consumer, always.
111
Machine-checked assertions holding Caseload (46) and Threshold (65) to their word on every build.
4
Release walls between a Countersign draft and the outside world. The last one is a human with a license.
Come sit down.
We're showing the benches to consumer-law firms and legal aid offices now. If your office reads paperwork other people wrote, write to us and we'll run all four benches on a letter you choose, with your people watching.
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