SAMPLE REPORT · fictional customer created for system verification · no real persons or data
100% AI-AUTOMATED REPORT · produced by the AI Council · never reviewed by any human being
MarriageCounsellingCheck · AI Opinion & Strategy
100% AI opinion on what’s wrong — and the stepwise plan most likely to succeed

Repetitive financial conflict

Client
Test Client Ferland
Matter
We keep having the same fight
Region
Quebec, Canada
Package
MarriageCounsellingCheck — 5-AI Council
What is actually wrong with our marriage and what concrete steps should we take first to stop having the same fight repeatedly?
Private by design: every AI model ran on AWS Bedrock under a signed HIPAA BAA — no outside model was contacted, nothing was stored, and none of this is used for training. Council: Claude Sonnet 4.6 · Amazon Nova Pro · Llama 4 Maverick · Claude Opus 4.1 · Mistral Pixtral Large. Chair: Claude Opus 4.1.
1

Opinion

Panel consensus
Moderate

Marriage locked in demand-withdraw cycle with unresolved financial power imbalance — workable but requires both communication repair and structural renegotiation

The relationship retains protective factors (9 years, shared children, laughter on vacation, motivation to repair) but exhibits Gottman's stonewalling and a potentially inequitable financial structure. The 'YOU agreed on a budget' statement signals imposed rather than co-created financial governance, requiring both process and structural intervention.

2

Relationship timeline

Panel consensus
DateEventSource
9 years agoMarriage beganclient narrative
7 years agoFirst child bornclient narrative
4 years agoSecond child bornclient narrative
UnspecifiedTransition from 'talking for hours' to 'logistics and resentment'client narrative
OngoingRepetitive fight pattern: spending accusations → control accusations → room exit → days of stonewallingclient narrative
Recent vacationStill laugh together sometimesclient narrative
Last weekHer: 'You went through the credit card again like I am a child'conversation excerpt
Last weekHim: 'Someone has to watch it, we agreed on a budget'conversation excerpt
Last weekHer: 'YOU agreed on a budget'conversation excerpt
Last weekHe left for garage, followed by 2 days of one-word answersclient narrative
3

AI Council opinion

AI Council consensus

What the council thinks is wrong

Classic demand-withdraw cycle (Christensen & Heavey) with financial control as the content trigger, but the process problem (stonewalling) and structural problem (unilateral budget authority) are equally damaging.

The possible causes — with the evidence

1) DEMAND-WITHDRAW: Wife pursues with complaint about monitoring, husband withdraws to garage then stonewalls for days — strongest predictor of relationship deterioration. 2) STONEWALLING (Gottman's 4th horseman): Two-day shutdown exceeds physiological flooding, enters punitive territory. 3) FINANCIAL POWER IMBALANCE: 'YOU agreed on a budget' signals imposed rather than negotiated structure, placing this on Postmus et al.'s financial control spectrum. 4) CRITICISM ESCALATION: Her 'like I am a child' and his 'someone has to watch it' both dismiss the other's legitimacy. 5) ERODED EMOTIONAL INTIMACY: Baseline degraded to 'logistics and resentment' suggests deeper disconnection using money as proxy fight.

Where this is heading on the current path

Without intervention, stonewalling will increase in duration/frequency, financial resentment will calcify, and emotional disconnection will deepen toward parallel lives or separation within 2-3 years per Gottman's research.

The stepwise strategy most likely to succeed

1) IMMEDIATE: Stop stonewalling — when flooded, say 'I need 30 minutes to calm down' then return (success = conflicts end with conversation not silence). 2) WEEK 1: Schedule weekly 20-minute 'state of the union' meetings outside conflict to discuss patterns not content (success = naming the cycle together). 3) WEEK 2-4: Renegotiate budget as equals — both bring proposals, merge them (success = both can say 'we created this'). 4) MONTH 2: Implement 'soft startup' for complaints — 'I feel X when Y, I need Z' not 'You always...' (success = conflicts start calmer). 5) MONTH 3: If no progress, seek couples therapy specifically for demand-withdraw patterns. 6) ONGOING: Daily 5-minute positive check-ins unrelated to logistics (success = rebuilding emotional bank account).

How this opinion was produced
100% AI — you asked the AI Council for its opinion. Independent AI models, all running on AWS Bedrock under a signed HIPAA BAA, debated the facts and a chair model wrote this consensus. No human reviewed it before delivery; nothing was stored; no outside model was contacted.
4

What would sharpen this opinion

Panel
5

What you should do next

Panel
6

Questions to open the discussion with a specialist

Bring these with you
Our system doesn't replace the specialist — it prepares you for them. Walk in with these and the meeting starts at the deep end.
7

Worth weighing

Panel
8

The AI Council — the debate

Claude Sonnet 4.6 · Amazon Nova Pro · Llama 4 Maverick · Claude Opus 4.1 · Mistral Pixtral Large
ExpertOpening positionAfter discussion
Claude Sonnet 4.6Moderate — A structurally intact marriage locked in a repeating demand-withdraw cycle with unresolved power dynamics around money.Moderate — A structurally intact marriage locked in a repeating demand-withdraw cycle with an unresolved and potentially inequitable financial power structure — workable but requiring more than communication repair.
Amazon Nova ProModerate — The relationship is workable if specific communication and financial management patterns are addressed.Moderate — The relationship is workable if specific communication, financial management, and potential power imbalance patterns are addressed.
Llama 4 MaverickModerate — The relationship is strained by a recurring conflict patternModerate — The relationship is strained by a recurring conflict pattern with potential for deeper issues
Claude Opus 4.1Moderate — Classic demand-withdraw pattern with financial conflict as the trigger, but repair capacity still exists.Moderate — Entrenched demand-withdraw cycle with concerning power dynamics requiring immediate intervention
Mistral Pixtral LargeModerate — The relationship is stuck in a demand-withdraw cycle with eroded communication and trust.Moderate — The relationship is at risk due to a demand-withdraw cycle and unresolved power dynamics around money, but repair is possible with intervention.
Consensus: All analysts identified demand-withdraw cycle, stonewalling as critical threat, financial conflict as proxy for deeper issues, one-sided account limitation, and retained positive factors supporting Moderate prognosis.
Dissent: Disagreement on whether wife's room-leaving is punitive or self-protective (ruled: unknown without her input), whether 'communication repair' sufficient without structural change (ruled: both needed), and severity of financial control pattern (ruled: concerning but sub-threshold for coercive control).
How the debate evolved: Initial focus on communication patterns shifted when analysts recognized 'YOU agreed on a budget' as evidence of structural inequity not just tone. Consensus emerged that two-day stonewalling exceeds normal flooding response and that financial arrangement itself, not just discussion of it, requires renegotiation.
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Your own account (verbatim)

Intake
Your question to the AI Council: Married 9 years and every conversation becomes the same fight — what is actually wrong and what do we do first?

FICTIONAL TEST CASE. Married 9 years, kids 4 and 7. We used to talk for hours; now it is logistics and resentment. The same fight on repeat: I say she spends without telling me, she says I control the money and dismiss her. It ends with her leaving the room and me shutting down for days. No affairs that I know of. We still laugh sometimes on vacation. Example from last week — Her: "You went through the credit card again like I am a child." Me: "Someone has to watch it, we agreed on a budget." Her: "YOU agreed on a budget." Me: silence, left for the garage. Two days of one-word answers after that. I do not want a divorce; I want to know what is broken and the steps most likely to fix it.

Prepared for: Test Client Ferland · client@example.com · submitted . Files analyzed: none.
Disclaimer: This is AI Council opinion on your situation, not couples therapy and not expert advice: a 100% AI-generated analysis of the evidence and information you provided, produced by AI models debating each other. It is NOT reviewed by any human before delivery and no therapist or professional stands behind it. The council only knows what you sent — the other person has a side it hasn’t heard. If there is violence or abuse in the relationship, contact local support services; this tool is not the answer.
Privacy: the entire AI Council ran on AWS Bedrock under a signed HIPAA BAA — no outside model was ever contacted, your material was never stored, and none of it is used for training (ours or anyone's). Never reviewed by any human being. When this PDF reached you, every copy of your data was gone.