owerczuk.dev

Case Studies

See how organizations got measurable results with AI solutions built for their needs.

Legal
AI Integration

AI Chat Agent for a Mid-Size Law Firm

40-Lawyer Firm, DACH Region

Critical knowledge locked inside 12,000+ documents across scattered systems. Off-the-shelf tools failed GDPR compliance and lacked access to internal firm knowledge. Lawyers could not verify AI answers against source documents.

94%

Response Accuracy

1.8s

Avg Response Time

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FinTech
AI Integration

AI Workflow Automation in FinTech

Nordic FinTech Scale-Up

Manual compliance checks for transaction monitoring required a team of 8 analysts working full-time. False positive rates exceeded 40%, causing delays and customer friction.

-65%

False Positives

-80%

Processing Time

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Insurance
RAG Development

RAG System for Insurance Documentation

Mid-Sized Insurance Broker

Employees spent 2-3 hours daily manually searching through fragmented document repositories. Policies, claims reports, and compliance documents were scattered across multiple systems.

-75%

Research Time

94%

Response Accuracy

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