Case Studies
Selected Work
We specialize in problems that don't fit templates. Here's a selection of challenges we've solved for clients across industries.
Financial Document Processing
Automated extraction and classification of complex financial documents for a major investment firm
The challenge
Processing thousands of varied financial documents daily
Outcome
92% reduction in manual review time
Lead Prioritization Engine
Multi-criteria scoring system for enterprise sales teams at a B2B SaaS company
The challenge
Sales team overwhelmed with low-quality leads
Outcome
3.2x improvement in conversion rates
Entity Resolution Pipeline
Disambiguation and matching across fragmented healthcare data for a regional health network
The challenge
Patient records fragmented across 12 legacy systems
Outcome
99.4% accuracy on patient matching
Contract Intelligence System
Semantic analysis and risk scoring for legal contract review at a corporate law firm
The challenge
Manual review bottleneck on high-volume deals
Outcome
75% faster contract review cycles
Fraud Detection Platform
Real-time anomaly detection and risk scoring for an e-commerce marketplace
The challenge
Increasing sophisticated fraud patterns evading rules
Outcome
65% reduction in fraud losses
Production Optimization System
Multi-constraint scheduling optimization for a precision manufacturing company
The challenge
Complex production schedules with hundreds of constraints
Outcome
40% reduction in changeover time
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