Aurora Pattern brief, on your machine
Coming soon · 2026
A court-preparation tool

Years of messages. One brief the court can actually read.

Family-law judges read fast. Attorneys are billed by the hour. Aurora reads every message in your co-parenting platform export and returns a cited brief mapping every recurring pattern it finds — schedule control, financial pressure, contradictory accounts, demeaning, isolation. What makes a record one of coercive control rather than conflict isn't any single piece — it's the constellation.

For pro se litigants, family-law attorneys, advocates, GALs, and custody evaluators. Aurora runs on your computer using your own Claude API key. We never see your case.

Reading

The whole record

Every message in the thread, line by line, the way no one has time to. What's lost in five thousand exchanges becomes visible across them.

Pattern analysis

Behaviors that recur

Schedule control, financial pressure, contradictory accounts, isolation through scheduling — surfaced from the record and grouped by kind.

Output

Built for the reader

Each pattern is footnoted to the specific messages it draws from. A reviewing attorney can walk from claim to evidence without leaving the page. A judge can scan it in fifteen minutes.

Methodology

Aurora's pattern catalog is grounded in the established academic literature on coercive control — not invented for the product. The catalog is versioned and cited in every brief, so a reader can check the source.

Grounded in Stark · Fontes · Katz

What Aurora is not

Aurora does not give legal advice and does not diagnose people. It is a forensic pattern-analysis tool. It surfaces what is already in the record so the people who can act on it — your attorney, your advocate, the court — can read it in less time.

We're looking for testers.

Survivors preparing for a hearing. Family-law attorneys with an active matter. Advocates working with clients. If you have a co-parenting communication export and a case in front of you, we'd like to put Aurora in your hands before launch.

A short form — tell us who you are and we'll be in touch. Or write directly: aurora@plaintosee.cc