500,000 Contracts. 15 Languages. A 2-Year Backlog Cleared in 12 Weeks — with 99.2% Accuracy.
Industry
Professional Services (Legal)
Service
AI/ML & Document Analysis
Duration
12 weeks
Team
Agilityx consultants + AI agents
Documents
500,000+ processed
The Situation
A prestigious global law firm was managing a backlog of 500,000+ contracts across 15+ languages. Manual review for regulatory compliance was creating a multi-year delay and significant legal risk. Traditional manual review was too slow and basic AI tools were insufficient to capture the subtle legal nuances and complex clause dependencies required for high-stakes risk management.
They required a Full Stack AI solution capable of autonomous document extraction, multi-language clause classification, and risk flagging — all while maintaining a 99.2% accuracy standard.
The challenge was to process this massive backlog within 12 weeks while maintaining the precision required for legal compliance and risk management.
The Approach
Ingestion(Phase 1)
AI Agents
Automatically OCR'd and profiled 500k documents across 15 languages.
Consultants
Identified critical legal clauses and risk-flagging criteria with law partners.
Logic(Phase 2)
AI Agents
Generated and refined clause-extraction models programmatically.
Consultants
Defined the 'Human-in-the-Loop' validation workflow for legal ethics.
Scale(Phase 3)
AI Agents
Executed automated analysis and risk scoring for the entire backlog.
Consultants
Resolved high-complexity legal nuances that required human judgment.
Validation(Phase 4)
AI Agents
Agents cross-referenced extractions to achieve 99.2% validated extraction accuracy across defined clause categories.
Consultants
Managed the program delivery to ensure a 12-week timeline for 500k docs.
Launch(Phase 5)
AI Agents
Auto-generated summary reports and training materials for legal staff.
Consultants
Trained associates on using the new AI-augmented review tools.
Traditional vs. Agilityx
| Dimension | Traditional | Agilityx |
|---|---|---|
| Review Velocity | 24+ months | 12 weeks |
| Review Effort | 100% manual | 90% reduction in time |
| Accuracy | Varies by associate | 99.2% validated accuracy |
| Multi-Language | Massive translation costs | Native multi-language NLP without separate translation pipelines |
Review Velocity
Traditional
24+ months
Agilityx
12 weeks
Review Effort
Traditional
100% manual
Agilityx
90% reduction in time
Accuracy
Traditional
Varies by associate
Agilityx
99.2% validated accuracy
Multi-Language
Traditional
Massive translation costs
Agilityx
Native multi-language NLP without separate translation pipelines
The Outcomes
90%
Faster Review
What used to take years was finished in just 12 weeks through agentic automation.
99.2%
Precision
AI-augmented review delivered consistent, audit-ready extraction performance.
500K+
Docs Processed
Eliminated a massive multi-year backlog in a single quarter.
Agentic
Future
The firm now uses AI agents for all new client intake and contract reviews.
"Working with Agilityx felt like having an extension of our leadership team. They understood our business context and built a solution our team can confidently extend and own."
Managing Partner
Global Law Firm
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