How AI Analyzes Millions of Court Decisions — and What It Means for Your Practice

A human reviews 30-40 decisions per session. AI processes 200-300 per minute. But it is not about speed — it is about completeness. When you see the full picture rather than a fragment, strategic decisions become qualitatively different.

How AI Analyzes Millions of Court Decisions in Seconds

It is not about speed. It is about completeness.

A Scale Impossible to Achieve Manually

The EDRSR contains millions of court decisions. A human can physically review 30-40 per work session. Even an experienced lawyer who works with case law daily covers only a microscopic fraction.

AI is not just faster — it works differently. A single query triggers 5-10 parallel searches with different formulations, collects 200-300 cases, classifies them, checks precedent statuses, builds a chronology.

What Completeness Provides

Trend Discovery

When you see 30 decisions — it is a sample. When you see 300 — it is statistics.

• "73% of negatory claims are granted in commercial courts, but only 58% in civil courts"
• "The Grand Chamber of the Supreme Court changed its position on land disputes in 2024 — lower courts followed within 4 months"
• "The Commercial Cassation Court grants claims for recovery of damages from a contractor 2.3x more often when an expert report is present"

Detecting Practice Shifts

The Supreme Court rarely announces: "we have changed our position." Instead, a decision appears with different reasoning. Then another. Six months later, lower courts start following.

AI sees this shift the moment it happens — because it analyzes the entire chronology, not a sample.

Comparing Court Instances

The compare_practice_pro_contra tool provides two lines of practice in parallel:

• Cases where the court granted an analogous claim
• Cases where it denied

With specific reasons for each decision. You see exactly what distinguishes successful cases from unsuccessful ones.

Practical Example

Query: "Practice of recovering 3% annual interest and inflation adjustments under Article 625 of the Civil Code"

AI in 2 minutes:

• 247 relevant decisions
• Satisfaction rate: 89% fully, 8% partially, 3% denied
• Main reasons for partial satisfaction: incorrect calculation period, missed limitation periods
• Timeline of changes in the Supreme Court's approach to calculating inflation adjustments
• 5 key Grand Chamber rulings with analysis

A lawyer manually: the same results — 2-3 working days.

This Is Not Replacement — It Is Augmentation

AI does not decide which strategy to choose. It gives the lawyer the full picture on which to base their decision. The difference between a decision based on 30 cases and 300 is the difference between intuition and an evidence-based strategy.