The proposed process

How FJP would work, from first filing to follow-up.

Early choices can shape an entire case. Before time, money, and attention are committed, FJP asks: What problem is this family actually facing, what must happen now, and what information is still missing?

Interactive overview

One case. Four questions.

Choose a step to see the basic logic. The protocol does not decide the answer; it makes the path to the answer easier to inspect.

What needs attention first?

Screen privately for immediate danger, coercion, access needs, financial strain, and case complexity. A screen directs attention; it does not prove an accusation.

In plain English

FJP does not tell a judge which parent should “win.” It proposes a clearer way to collect information, test important claims, control unnecessary cost, explain decisions, and check whether court-ordered safeguards happened in practice. See unfamiliar terms explained →

The premise

A family case is a system under stress.

Family courts resolve legal disputes, but their decisions also reshape daily life for children and caregivers. FJP separates hardship that existed before court (A₀) from hardship the court process may add (Acourt): delay, uncertainty, repeated investigation, uncontrolled cost, unsafe procedure, and conflict that the process makes worse.

Two requirements that cannot be traded away

Safety and due process—basic legal fairness—must come first. They cannot be sacrificed for speed, settlement, satisfaction scores, or lower cost.

After those requirements are met, FJP asks whether the chosen path improves accuracy and a child’s stability while limiting avoidable financial cost, emotional harm, damaged relationships, and lost time.

Try the premise.

Imagine two files with the same accusation. In one, the allegation is part of a documented pattern of coercive control. In the other, it is contradicted by the best available evidence. A system that treats the label as the diagnosis fails both families—just in opposite directions.

A design lens—not a sentencing score

“Net Family Benefit” is a transparent decision checklist, not an algorithm: safety + accuracy + developmental gain + relationship stability, considered alongside economic depletion, psychological harm, attachment harm, time loss, and error risk. No single number decides a case.

Stage 1 · Diagnose and stabilize

Put the right case on the right path.

Early screeningSafety planningProvisional ordersEvidence architecture
01

Ask the same basic questions—in private

Collect the information needed for early decisions without forcing every family into the same process.

Safety gate
  • Screen each person separately and privately for domestic violence, coercive control, child abuse or neglect, stalking, and immediate instability.
  • Identify disability, language needs, substance-use concerns, unequal access to money, and urgent child needs.
  • Record where information came from and how certain it is. A screen directs attention; it does not prove an allegation.

See relevant screening standards →

02

Choose a path based on risk and complexity

Separate ordinary disagreement from danger, and a simple case from one whose complexity is still hidden.

Idea to test

This early sorting process is called triage. Possible patterns include ordinary disagreement, communication breakdown, escalating conflict, serious health or substance-use problems, domestic violence, coercive control, child abuse or neglect, blocked parenting, knowingly false claims, misuse of litigation, and two capable parents who strongly dislike each other. The category must change when the evidence changes.

Anti-bias rule: a label never replaces the observations and sources underneath it.

03

Immediate stabilization

Address urgent safety, housing, child-care, contact, and financial continuity with minimal necessary intrusion.

Safety gate
  • Emergency action where evidence supports urgency.
  • Alternative safe procedures when joint negotiation would create coercion or danger.
  • Every temporary order states what is provisional, its factual basis, and a review date so inertia does not harden uncertainty into a final arrangement.
04

Evidence Ledger: keep a clear history of each important claim

Show where information came from, what supports or challenges it, how certain it is, and how it was corrected.

Design proposal

For each important claim, record the source, supporting evidence, conflicting evidence, relevance, current status, uncertainty, who may see it, and its change history. Suggested statuses are supported, partly supported, unresolved, contradicted, knowingly fabricated, and not relevant to the decision. Read the full definition.

Not proven does not mean false.

Missing support may reflect privacy, fear, an incomplete investigation, or limited evidence. Calling something fabricated requires evidence that it was knowingly or recklessly false—not merely that it was not proved.

The record must also show patterns. Coercive control can disappear when every event is viewed alone.

Stage 2 · Investigate and decide

Match effort to the actual question.

05

Auditable professional reasoning

Separate what was seen, reported, inferred, and concluded.

Design proposal

Every material professional opinion should expose its chain: observation → reported information → inference → alternative explanations → conclusion → confidence → what could change the conclusion.

The record should also distinguish behavior observed under litigation pressure from baseline functioning. Existing Illinois evaluation law already requires data, results, conclusions, recommendations, and limitations; FJP extends that logic into a consistent record architecture. Source S16

06

Give neutral professionals a clear assignment

Define the question, cost, deadline, and stopping point before authorizing the work.

Design proposal

Each appointment states the decision question, the work allowed, an initial spending limit, the expected result, a deadline, possible conflicts of interest, and when the assignment ends. More work requires a written explanation of why it is needed. The goal is not to block a necessary investigation; it is to prevent an assignment from growing without review. What is a neutral professional?

07

Truth must remain affordable

Notice when one person’s financial advantage is preventing the other from getting necessary evidence or being heard.

Fairness gate
  • Create an early warning when someone cannot afford the evidence, expertise, or participation needed for a fair hearing.
  • Use fee-sharing orders, legal aid, help with a limited task, or publicly supported neutral fact-finding when local law allows.
  • Keep each side’s right to advocate while limiting repeated information requests and proven misuse of procedure.

See Turner v. Rogers and M.L.B. v. S.L.J..

08

Family Impact Statement

Make the foreseeable burden of a discretionary order visible before it is imposed.

Pilot hypothesis

For expensive or intrusive steps, record expected safety benefit, evidentiary need, duration, direct cost, time burden, privacy cost, child-development disruption, less intrusive alternatives, and review conditions. The statement informs judgment; it does not replace it.

09

Reasoned, proportionate orders

Link findings to evidence and restrictions to stated risks.

Due-process gate
  • State material findings, evidence relied on, important contrary evidence, and unresolved uncertainty.
  • Explain why material alternatives were rejected.
  • Use the least intrusive option consistent with verified safety needs and legal standards.
  • State conditions for modification, review, or termination.

Stage 3 · Verify and learn

Close the loop without keeping families under court control.

10

Implementation verification

Check whether the safeguards written into an order exist in practice.

Design proposal

Time-limited verification focuses on execution: Did supervised contact actually have the ordered supervision? Was a required provider available? Were safety incidents escalated? This is not indefinite surveillance; access and retention are restricted, and review ends when the defined condition is met.

11

Professional calibration and audit

Evaluate repeat professionals across cases without rewarding agreement with judges.

Design proposal

Review evidence traceability, timeliness, uncertainty calibration, scope compliance, corrections, safety misses, excessive intervention, complaints, and appointment concentration. Disclose referral relationships and material revenue dependencies. Qualified rotation or randomization may reduce concentration; a written specialist exception preserves needed expertise.

12

Review outcomes over time

Measure the system at 6, 12, and 24 months using data with direct identifiers removed.

Idea to test

The balanced review includes safety events, legal fairness, time to a workable resolution, necessary returns to court, family cost, child stability, compliance, corrected errors, and restrictions that proved unnecessary. No single measure controls. Speed counts as success only when safety, evidence, and fairness requirements also pass. What “de-identified” can and cannot promise.

See the proposed small test and safeguards →

Safeguards

How FJP tries not to become its own problem.

RiskDesign response
False confidence from structured dataConfidence labels, contrary evidence, explicit unknowns, human judicial responsibility, and appealable reasons.
Coercive control reduced to isolated eventsPattern-level evidence objects, private screening, contextual analysis, and safety-expert review.
Speed incentivizes unsafe closureSafety/evidence/due-process gates; track reopening and postjudgment hearings alongside disposition time.
Cost control blocks necessary proofAllow more work when its added need is explained; flag inability to afford a fair hearing; provide fee support; and protect safety-critical investigation.
Professional scorecards punish dissentAudit process quality and calibration—not whether a recommendation matches the final order.
Outcome tracking becomes surveillanceDe-identification, purpose limitation, minimum necessary fields, retention limits, and no automatic extension of jurisdiction.

Roles

Keep advocacy; improve the machinery around it.

FJP does not turn attorneys into neutral professionals. Lawyers remain advocates. Judges remain responsible for decisions. Evaluators and child representatives keep their professional judgment. The protocol adds clearer assignments, visible evidence history, uncertainty labels, cost information, and review around those roles.

Mediation has a conditional role.

It may reduce conflict in appropriate cases, but it must not be mandatory where violence, coercive control, intimidation, or severe power imbalance makes genuine consent unreliable.

Technology

Use the simplest secure tool that does the job.

FJP does not require blockchain. It can begin with a well-managed secure database that limits access, preserves earlier versions, records changes, and allows authorized corrections. More complex technology should be used only when it solves a defined problem better.

Technical questions an implementation team must answer

Who may see each item? How are sealed records protected? How can access be withdrawn, an error corrected, and a security key replaced? Could the system reveal sensitive information indirectly through dates or activity patterns? If several institutions share control, what happens if some of them cooperate improperly? A record that is difficult to alter must not make a child’s error impossible to correct or forget.

See the privacy and data rules → or read the plain-English technology definitions →