AI task assignment at a law firm

Real case · law firm with about 105 lawyers

Every court notice becomes a task, with a deadline and a lawyer in charge

We transformed task assignment and tracking at a law firm with about 105 lawyers. A robot monitors the court notices, AI interprets each one, a controller approves, and Distribuição, a system built by PYE Tech, assigns the right lawyer.

~800court notices a day
~105lawyers served
~4 h/dayof two key controllers given back to the operation

The bottleneck

Every day, about 800 court notices arrive in the name of the firm's lawyers and clients. Each one has to be read, understood, turned into a task, given a deadline and sent to one of about 105 lawyers. Done by hand, this took about 4 hours a day from two key controllers and concentrated the risk in a single point: one missed notice is one missed deadline.

What we built

  1. Robot · 3 times a day

    Court notice monitoring

    A robot on Curator collects, three times a day, the court notices issued in the name of all the firm's lawyers and clients.

  2. AI

    Analysis of each case

    Each notice goes to an AI that analyzes the case and determines the type of notice, the tasks to schedule and their deadlines.

  3. Human controller

    Review and approval

    The automation produces a detailed spreadsheet. A controller reviews it, fixes whatever is needed and approves it before any task moves on.

  4. Custom system

    Distribuição

    The approved spreadsheet goes into Distribuição, a system built by PYE Tech that determines which lawyers to call on for which tasks, for which clients and at what level of importance. The controller dispatches the tasks.

  5. Tracking

    Dashboard and deck

    Tasks are visible in two places: a dashboard integrated directly with the firm's system, and the Deadline Center, a physical deck on the desk. The deck reads data from the system and refreshes every five minutes.

The whole team on one deck

In management mode, the Deadline Center shows the whole team's overdue tasks, today's deadlines and those for the next seven days, plus one key per lawyer, sorted by who has the most overdue deadlines. One press opens that lawyer's agenda; another, the full task details.

Watch the deck on video

FIFINE D6 deck · 15 keys · sample data

What changed for the firm

  • No court notice depends on someone remembering to check: the robot collects them three times a day.
  • About 4 hours a day of two key controllers went back to actual oversight: instead of typing in tasks, they review and decide.
  • Assignment follows the firm's own criteria: lawyer, client and importance.
  • Each lawyer's workload and deadlines are in plain sight at all times.
  • Client: Law firm with about 105 lawyers (name withheld)
  • What we delivered: Court notice robot on Curator, AI analysis, the Distribuição system, a dashboard and the Deadline Center deck.
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