JusticeQueue

Autonomous Legal Operations Agent

The docket prepares
itself.

One click triggers a 13-step agent workflow: it retrieves your cases, analyzes deadlines, selects an execution strategy via Gemini, searches historical outcomes, retrieves judicial precedents, and delivers a ranked docket with attorney recommendations — typically in under two minutes.

Gemini Pro/FlashMongoDB AtlasCourtListenerReasoning Engine
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No configuration required. Upload an intake file and run the agent — docket generated automatically.

Docket PreviewLoading cases...
#ScoreClientTypeDueStatus
13
Agent pipeline steps
< 2min
Full docket preparation
3
Live APIs integrated
100%
Auditable decisions

The agent workflow

One button triggers thirteen sequential steps including four model-directed decision points. Every action is recorded, every tool call visible, every decision auditable.

01

Retrieve

The agent connects to MongoDB Atlas and retrieves all active cases — hundreds of intake records, structured and ready for analysis.

02

Analyze

Deadline urgency is computed across every case. Critical matters (≤3 days) and urgent matters (≤7 days) are isolated automatically.

03

Research

A vector similarity search identifies precedent patterns. The CourtListener API pulls relevant judicial opinions in real time.

04

Recommend

Gemini Pro synthesizes case data and precedents into specific, actionable attorney instructions — one per client, ready for tomorrow.

Transparent by design.

Every priority score is explained. Attorneys see exactly how each case was ranked — and can override any score with a documented reason. Every decision is logged for audit.

The algorithm doesn't replace attorney judgment. It ensures nothing falls through the cracks.

Priority Score Breakdown · 100 points
Deadline urgency
Days until the legal deadline
40 pts
Vulnerability
Minor children, medical needs, language
25 pts
Case severity
Type of legal issue and complexity
20 pts
Precedent match
Similarity to prior resolved cases
15 pts

Every intake record deserves a decision.

An autonomous agent prepares tomorrow's docket so your team starts every morning with a clear plan.

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