For family law practices
Triage the financial disclosure. Draft the routine motions. Manage emotional clients without losing your evenings.
Family law is uniquely document-heavy and uniquely emotionally draining. We compress the document work and stabilize the client-communication cadence so attorneys have the bandwidth for the work that only attorneys can do.
Serving North America jurisdiction-specific requirements confirmed during scoping
Family law has an operational pattern that is unusually intense even by legal-practice standards. Cases are document-heavy, financial disclosures, tax returns, bank statements, investment accounts, business valuations, often running 200-500 pages per side on a contested divorce. Cases are also emotionally heavy, clients are often at the hardest moment of their lives, and handle the attorney relationship accordingly, calling at odd hours, needing reassurance on matters that are routine from the attorney's perspective, and sometimes making decisions emotionally that need to be gently re-considered.
AI genuinely helps in two areas. The first is document review triage. An attorney or paralegal reviewing 400 pages of financial disclosure linearly consumes 20-40 hours to find the 15 things that matter. An AI-assisted review that categorizes exhibits, flags anomalies (unusual transactions, undisclosed accounts, patterns consistent with hidden income), and surfaces specific items for attorney attention compresses this to a fraction of the time without losing accuracy, because the attorney ends up reviewing the flagged items deeply, not the entire document mass shallowly.
The second is routine pleading and motion drafting, standard discovery requests, motions to compel, routine temporary orders. First-draft assembly with mandatory attorney review is enormously time-saving and standardizes quality across associates.
The third area, which we approach more cautiously, is client communication. Family law clients need consistent, empathetic, well-paced communication. We build matter-status communication that drafts updates for attorney review before sending, never autonomous responses. The attorney stays the voice. The automation just reduces the drafting load.
This page is not legal, regulatory, tax, or professional advice. Data handling and jurisdiction-specific requirements are documented in the engagement scope; no control or certification is implied. Read the scoped data-handling approach.
What we'd automate first
Where a carefully scoped workflow may earn its keep.
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01
50-70% review time cut; findings up
Discovery review eating 30-40 paralegal hours per contested divorce
Linear document review is inefficient. AI-assisted triage that categorizes, flags anomalies, and surfaces items for attorney attention typically cuts review time 50-70% while improving findings.
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02
Client calls and emails outside business hours
Family law clients call at night. Most concerns have been addressed before; the pattern repeats. Structured client-status communication (drafted for attorney approval) keeps clients informed preemptively, reducing the volume of off-hours contact.
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03
First-draft pleadings taking hours at attorney rates
Standard motions, discovery requests, and routine responses get drafted from scratch every time. First-draft assembly from firm templates with case-specific details typically saves 3-6 hours per motion.
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04
Court deadline tracking manual and error-prone
Family law has tight deadlines around temporary orders, status conferences, and discovery responses. Automated deadline tracking with escalation reduces the risk of a missed deadline. Malpractice insurers notice.
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05
Financial analysis (income, expenses, support calculations) done by hand
Preliminary support calculations and income/expense analysis are still often done in spreadsheets. Structured analysis with case-specific state-guideline application accelerates settlement posture.
3-attorney family law practice: discovery review on contested divorces
A three-attorney family law firm routinely spent 25-40 paralegal hours per contested divorce reviewing the opposing party's financial disclosure. Most of that time was linear reading; the actual findings (unusual transactions, undisclosed accounts, gifting patterns) could be reached in a fraction of the time with better triage. We built a document-review workflow that categorized exhibits by type, flagged anomalies, and surfaced specific items for attorney attention. Paralegal review hours dropped to 10-15 per matter; attorney findings per matter went up because they started from a pre-organized summary instead of a stack of paper.
Result: Paralegal review hours cut ~60%, attorney findings upRough numbers first
Estimate the opportunity in your own numbers.
Directional scenario only. This calculator does not validate inputs, estimate implementation cost, provide a quote, or predict a result. Confirm assumptions against your own records.
Common questions
Questions to resolve before implementation.
Do you integrate with common family law case management (Clio, MyCase, Smokeball)?
These systems can be evaluated during scoping. Feasibility depends on available APIs or exports, account permissions, and the specific workflow; this page does not promise a prebuilt integration.
State-specific guidelines (support calculations, property division), can you configure?
Yes, per state. Configuration is part of engagement scope.
Will you build AI that responds to emotional client emails?
No. Emotional client communication always runs through attorney or paralegal review. We draft the logistical matter-status updates; we do not handle the emotional dimensions.
Mediation practices, does this apply differently?
Yes, the mediation niche has its own page. Different workflows.
Describe what is actually happening in this workflow.
Glen replies in writing with whether a Nano-Pilot fits or the honest answer is “not yet.”
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