Case study 01 · Legal
Legal Case-Management AI — Automatic e-litigation deadline tracking
Litigation deadlines calculated and flagged automatically
In operation · Court e-filing integration
The legal case-management system is not shown: every screen contains personal data.
- Industry
- Legal
- Scope
- AI system build · operations & monitoring
- Technology
- Web service · court e-filing integration · document AI · desktop sync agent
- Status
- In operation · Court e-filing integration
- Client
- Undisclosed — contracts and acceptance records can be shown under NDA
- The repeated work
- Every day meant logging into the court e-filing portal to check status and copying deadlines from served documents onto a calendar. With hundreds of cases, missing one is irreversible.
- How it works now
- Cases and hearing dates are collected automatically, statutory deadlines are pulled from the served documents and counted from their start date, and draft filings and argument strategy are built on the case record.
How the flow changed
- Before
- Log in→read served docs→copy deadlines
- After
- Auto-collect→extract deadline→alert
What we built
- Web service
- court e-filing integration
- document AI
- desktop sync agent
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If you need to verify the contracts and the acceptance, we put an NDA in place and show you the contract list and the acceptance records directly in a consultation.


