Unlock Legal Intelligence, Craft Winning Strategies

Argus analyzes millions of court documents to reveal judge-specific tendencies, streamline motion analysis, visualize reasoning, and power deep research—giving your team a strategic edge.

Insights derived from decisions across:

Federal District CourtsCircuit Courts of AppealsState Appellate CourtsBankruptcy CourtsPatent Trial and Appeal Board

Judicial Analytics: Hon. Lucy H. Koh

N.D. Cal. (San Jose Division) / 9th Circuit

Overall Tendency for 'Preliminary Injunction (Trademark)'

For trademark PIs, Judge Koh meticulously analyzes the Winter factors, with significant weight placed on likelihood of success (esp. likelihood of confusion) and irreparable harm. Balances equities carefully.

Key Metrics

PI Grant Rate (Trademark)

40%

Highly fact-dependent.

Finding of Irreparable Harm Rate

55%

Post-eBay, requires clear evidence, not presumption.

Avg. PI Decision Time

30 days

From hearing or final submission.

Evolution Over Time

More explicit demand for concrete evidence of irreparable harm following key SCOTUS decisions (eBay).

Key shift observed around Post-2006 (Based on 28 decisions).

View Trend Analysis »
ANALOGY FINDER

Quickly Discover Similar Cases

Argus identifies key legal concepts and matches them to similar cases, revealing hidden connections and precedents.

Versatile Analogy Finder

Find conceptually similar cases across practice areas.

Plaintiff construction company alleges defendant property owner breached contract by failing to make milestone payments after significant design changes were requested verbally, leading to work stoppage. Defendant claims changes were within scope and plaintiff delayed unreasonably...

Decisions with Similar Factual Patterns:

Builder Corp. v. Developer LLC

S.D.N.Y. - 2022-11-01

Similarity:
88%

Key Matched Concepts/Terms:

Verbal Change OrdersMilestone PaymentsWork StoppageReasonable Delay

Relevant Snippet Preview:

...court analyzed whether the alleged **verbal change orders** modified the contract terms regarding **milestone payments**. Defendant's argument regarding **unreasonable delay** was weighed against evidence of the owner's own contribution to the **work stoppage**...
ConstructCo v. Realty Partners

Cal. Superior Ct. - 2023-01-15

Similarity:
82%

Key Matched Concepts/Terms:

Breach of ContractDesign ChangesFailure to Pay

Relevant Snippet Preview:

...similar to the present case, ConstructCo involved disputed **design changes** and subsequent **failure to pay**. The court focused on whether the changes constituted a cardinal change, excusing performance...
CORE CAPABILITIES

Unlock Deeper Legal Understanding

Argus analyzes court decisions providing clarity and strategic advantage through unique AI-driven features.

Judicial Preferences

Visualize judge-specific tendencies, key citations, reasoning patterns, and potential leanings based on their past opinions.

Motion Classification

Automatically identify motion types, outcomes, and the crucial factors driving the court's ruling, synthesized for quick analysis.

Reasoning Chain

Trace the court's step-by-step logic interactively. See how legal standards were applied to facts for each key issue.

DeepSearch Reports

Go beyond keywords. Ask complex questions and receive AI-synthesized research reports identifying key themes, cases, and trends.

Built on Extensive Legal Data

Our algorithms are developed using millions of judicial opinions providing broad and deep analytical capability.

5,200+

Judges Analyzed

1.2M+

Court Opinions Processed

Multi-Jurisdiction

Federal & State Coverage

HOW IT WORKS

Advanced Algorithms for Legal Intelligence

Our platform harnesses the power of machine learning and natural language processing to transform raw legal data into actionable insights.

Data Ingestion & Structuring

We aggregate and process decisions from federal and state courts, extracting text and metadata using advanced OCR and NLP.

  • Structured data from millions of documents
  • Proprietary entity recognition
  • Continuous updates

Data Sources

Federal

District & Appeal

State

Appellate & Supreme

Bankruptcy

All Districts

Metadata

Dates, Judges, etc.

Raw Data - Structured

Analysis & Modeling

We utilize state-of-the-art algorithms, fine-tuned on legal text, to analyze reasoning patterns, summarize complex decisions, and understand judicial preferences.

  • Judge-specific pattern identification
  • Conceptual vector embeddings

Workflow

Structured Text - Legal Engine
Reasoning & Pattern Analysis
Profile & Chain Output
NLP Processing

Insight Delivery

Access insights through an intuitive interface featuring interactive visualizations, deep search, and clear summaries connected directly to the source documents.

  • Interactive Reasoning
  • Conceptual search & In-depth Memos
  • Motion outcome analysis

Actionable Insights

Reasoning Flow
Judge Insights
Research Reports
USE CASES

Transform Your Legal Workflow

Leverage Argus's deep analysis capabilities across various stages of litigation and research.

Motion Practice & Analysis

Quickly understand outcomes, dissect reasoning, and tailor arguments based on judge preferences.

Judicial Strategy & Prep

Gain deep insights using the Mind Map. Understand citation patterns, concepts, and tendencies for oral arguments and briefs.

Advanced Legal Research

Use Conceptual Search for analogous cases. Get research memos for complex legal questions focused on specific judges.

Team Collaboration

Standardize analysis with Reasoning Chains and summaries. Share judge insights easily across teams.

Ready to Gain Your Strategic Edge?

Join forward-thinking legal teams leveraging Argus for deeper insights, smarter strategies, and better outcomes.