Language & Pattern Analysis for Family Law Cases
and High-Conflict Co-parenting Communications
Hidden & Confused communications lead to lost cases, and continued trauma...
Family law cases increasingly hinge on communication evidence. Messages between parents - across OurFamilyWizard (OFW) [see my special OFW report service], WhatsApp, email, SMS, and other platforms - often run into the hundreds, or even thousands, spanning months or years.
And the patterns that matter most are often scattered across single messages or separate threads.
One message read alone can look reasonable. The same message - read in the context of eight months of similar messages, buried amongst others - can tell a completely different story.
The problem is that chronological exports - the default format for many platforms, like OurFamilyWizard - make patterns almost impossible to see without spending hours or days manually adjusting message order and logging timestamps.
That's precious time that solicitors, barristers, and their teams rarely have - or costs way in excess of what many clients can agree to pay.
The result: patterns buried in the noise. Evidence that's right there but simply not easy to find or see. Cases that turn on facts that never surfaced because nobody had the time, or money, for them to be found.
In cases involving subtle, psychologically abusive messaging practices, that can also leave one co-parent dangling from the controlling strings of the other.
The AI Trust Problem...and Why It Matters Here
In August 2026, the Solicitors Regulation Authority issued a formal warning notice on the misuse of AI in legal practice [citation:1][citation:6]. The SRA cited two specific concerns:
AI-generated inaccuracies ("hallucinations") entering legal research, advice, and submissions to court.
Confidential client information being entered into AI tools without adequate safeguards, risking permanent waiver of legal professional privilege.
The SRA received 42 reports of potential AI misuse between July 2025 and July 2026, with ongoing investigations [citation:6]. The warning notice plainly states: "If you fail to have proper regard to this warning notice, you are at risk of disciplinary action. We can and will act where we find evidence that solicitors, firms and/or their employees contravene our rules" [citation:16].
What I provide...
I analyse communication evidence in family law cases, doing it in a way that is human-verified, locally processed, and evidentially defensible.
I work with any format: OurFamilyWizard exports, WhatsApp chat logs, email threads, SMS records. The analysis is the same regardless of the platform - just variations in time to collate the evidence.
However, I also specialise in processing Our Family Wizard pdf ouputs, as a powerful, time-saving extra report service, making it the cleanest data to analyse and report on.
The output is a structured, searchable, evidenced report that surfaces the patterns a chronological read often cannot.
All processing happens locally on my own device. Nothing is uploaded to a third party. Every report is human-reviewed before it goes out.
Wait: Do you deal with clients using Our Family Wizard (OFW) for co-parenting contact?...
Fixed fee. Typically 1–2 working days turnaround.
- OurFamilyWizard (OFW) provides an output of all messages (in PDF format) in chronological order.
- I take that output and turn it into a set of incredibly useful and objective data points you would otherwise have to spend hours or days, hoping to create yourself.
High value elements & insights:
- Gain a full, threaded output, from the chronological OFW pdf - which doesn't show individual conversations by subject.
- A fast, objective breakdown of communication patterns that a chronological read cannot produce. This is the entry point - the report that shows what's actually in the evidence.
- Message ratios - across all time and month-by-month
- Message initiation - who starts conversations, who goes quiet, when this happens
- Response-time analysis, including flags against user-specified thresholds (e.g. "no response within 24 hours")
- Flag Unread messages across a particular time (e.g. 24 hours)
This can prove essential when a Court CAO direction required a a specific time-to-view period
- Lengths of messages in words
- Timeline visualisation of volume and activity over the covered period
- A redacted/replaced export, ready for use by solicitors, barristers, or other third parties
Fee: from £195 (smaller exports) to £295 (larger exports) - fixed, quoted on receipt of export size.
The OurFamilyWizard Report Magic...
-2- Deep: Forensic Analysis
Fixed fee per case. Scoped and capped in advance.
A detailed, experienced read of language and communication patterns across the case's communications.
Typical findings include:
- Language patterns consistent with manipulation, minimisation, or coercive control
- Escalation or de-escalation patterns across time
- Cross-thread inconsistencies or contradictions
- Contextual analysis of tone shifts around key events (handovers, disputes, deadlines)
- Non-engagement patterns that only emerge across months — including where a party consistently failed to engage with specific categories of communication
Sample finding, from prior casework:
In a recent case, the analysis and subsequent submission that used it helped seal a 5-year s.91(14) order being made. This was despite expert advice in Court advocating for no more than 3 years. Those 2 extra years brings a great peace of mind to a Respondent who had already been psychologically and emotionally affected by multiple court actions across her previous 4 years.
Fee: Quoted as a fixed fee per case, based on scope — typically £400–1,200 depending on volume and complexity. You will never be billed beyond the agreed figure.
Note: If your case specifically uses OurFamilyWizard app messaging, it is recommended you get my standard OFW report for that first