Case Analytics

AI-powered analysis tool for legal case documents, focusing on parental alienation detection and pattern recognition in high-conflict divorce cases.

AI-Powered Insights into Family Court Data

Family courts struggle to recognize patterns of parental alienation, manipulation, and coercive control due to the sheer volume of legal documents and communication records. Case Analytics leverages AI-driven forensic analysis to bring clarity and objectivity to these disputes.

The Problem

High-conflict custody cases generate massive amounts of data—court filings, co-parenting messages, emails, and legal transcripts. Identifying subtle patterns of alienation is time-consuming and often subject to human bias.

The Solution

Case Analytics applies AI-powered language modeling and behavioral analysis to uncover hidden patterns in legal disputes by analyzing:

Court filings, parenting plans, and legal arguments
Co-parenting communications (e.g., Our Family Wizard)
Emails, text messages, and deposition transcripts

By detecting shifts in sentiment, contradictions, and alienation tactics, our system helps legal professionals, researchers, and affected families present objective, data-driven evidence.

Next Steps: Controlled Alpha Testing

We are preparing for an alpha release, refining AI models with real-world cases, and seeking legal professionals, affected parents, and researchers to contribute data and feedback.

If you’re interested in testing, research collaboration, or sponsorship, get in touch. Our goal is simple: make parental alienation visible—where it was once hidden.

Project Blog Entries

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Join Our Mission

Join Distributed Thinking Systems in our development, community, support, and outreach efforts.

Collaborative Support: Join the mission, contribute data, provide expertise, or participate in building AI-driven solutions.
Products and Services: Assistance with AI projects, system architecture, or support for distributed Unix/Linux/macOS computing environments.

Supporting us keeps vital resources available to the community and accessible to those who need them most. You make a difference by helping us make a difference.

Get In Touch

We’re always looking to collaborate with professionals, families, and organizations seeking AI-driven solutions for parental alienation or other high-conflict situations.

If you have questions, ideas, or want to contribute, you can get in touch with us directly. Alternatively, you can join discussions on our GitHub Discussions or follow us on social media (links in the footer).

Your involvement helps us make a greater impact.