Court notices from the e-filing system are read by AI, turned into deadlines by a rules table, written to the calendars of the responsible lawyer and a backup, and escalated to the supervising partner if the last day arrives with nothing filed.
Typical results
≈6 hrs/wk
Clerk time returned to the litigation team
2 calendars
Every deadline on the lawyer's and a backup's
3 reminders
Escalating at 7, 3 and 1 days before
Figures reflect typical results for this kind of automation.
The challenge
Court decisions, hearing summons and filing confirmations arrive from the e-filing system all day, and a docketing clerk reads each one, works out the response period and types deadlines into calendars by hand. A miscounted period or one forgotten entry can cost a case, and a lawyer on leave rarely has a backup watching.
Before and after
Docketing hours per week
−75%Minutes to docket one court notice
−75%Deadlines entered with a wrong date per quarter
−75%The automation
Each document from the court's e-filing system is read by AI, which pulls the case number, document type and any date or response period. A rules table turns each one into deadlines, for example a response due 30 days from service, and writes them to the calendars of the responsible lawyer and a backup. Reminders escalate at 7, 3 and 1 days, and a deadline with no linked filing on its last day alerts the supervising partner.
How it works
- 01
Notice arrives from e-filing
Decisions, summons and filing confirmations from the court's e-filing system land in a monitored mailbox or folder.
- 02
AI extracts the key fields
AI pulls the case number, document type, service date and any date or response period the court set, and matches the notice to its matter.
- 03
Rules compute the deadlines
A rules table converts each document type into deadlines, such as a response due 30 days from service, with weekends and court recess applied.
- 04
Calendared for lawyer and backup
Each deadline is written to the responsible lawyer's calendar and a backup's, linked to the notice and the matter.
- 05
Escalation before the last day
Reminders go out at 7, 3 and 1 days, and a deadline with no linked filing on its last day alerts the supervising partner.
Starts from
- Court e-filing notices
- Deadline rules table
Delivers
- Lawyer and backup calendars
- Reminders at 7, 3 and 1 days
- Partner alert on last day
The impact
Docketing time drops by about 75%, from roughly 8 hours a week to 2, with each notice taking about 2 minutes to check instead of 8. Date-entry errors fall from around 4 a quarter to 1, and no deadline depends on a single person's calendar.
Questions about this automation
How does the AI know which deadline applies?
The AI only reads the document and extracts facts such as the document type, the service date and any period the court set. The deadline itself comes from a rules table the firm maintains, so every calculation is predictable and auditable, and a rule can be updated when procedure changes.
What happens when a notice is unclear?
If the AI cannot identify the document type, the case number does not match an open matter or the court sets an unusual period, the notice goes to the docketing clerk's review queue instead of the calendar. The clerk confirms or corrects the entry, and that choice is logged on the matter.
Does it replace the docketing clerk?
It removes the typing and day counting, and the clerk shifts to reviewing exceptions and spot-checking entries. A multi-step build like this is usually rolled out in stages, often running alongside manual docketing for a few weeks so the firm can compare results before relying on it.