Case Studies

Systems we've shipped

Real results from production AI deployments. Every project represents a measurable improvement to a real business operation.

Document Intelligence Legal Tech

Automated contract analysis for legal tech

94% accuracy on clause extraction

Challenge

Manual contract review was creating bottlenecks, with legal teams spending hours analyzing standard agreements for key terms and potential risks.

Solution

Built a RAG-based system that ingests contracts, extracts structured data from clauses, identifies non-standard terms, and flags potential risks — all with human-like accuracy.

Results

Processing 10,000+ contracts daily
94% accuracy on clause extraction
85% reduction in review time
Full audit trail for compliance

RAG Document AI Legal Enterprise

Customer Intelligence Software

AI support agent for SaaS platform

73% ticket deflection rate

Challenge

Support team overwhelmed with repetitive technical questions. Response times suffering, customer satisfaction declining.

Solution

Deployed an LLM-powered agent integrated with product docs, knowledge base, and ticket history. Handles complex multi-turn conversations with context awareness.

Results

73% ticket deflection rate
Average response time under 30 seconds
Seamless escalation to humans when needed
CSAT improved by 18 points

LLM Support Integration SaaS

Process Automation Fintech

Intelligent data pipeline for fintech

40hrs saved per week

Challenge

Complex multi-source data reconciliation required manual review of discrepancies across multiple systems, prone to errors and delays.

Solution

Built an intelligent pipeline that automatically reconciles data, classifies discrepancies, and routes exceptions based on learned patterns from historical resolutions.

Results

40 hours saved per week
99.7% automated resolution rate
Exception handling with full audit trail
Real-time discrepancy dashboards

Automation Fintech Data ML

Knowledge Systems Professional Services

Research assistant for consulting firm

5x faster research synthesis

Challenge

Consultants spending excessive time synthesizing information from hundreds of sources for client deliverables.

Solution

Created a private RAG system over internal knowledge bases, past projects, and curated external sources with citation tracking and source quality scoring.

Results

5x faster research synthesis
Accurate citations on every output
Integration with existing workflows
Knowledge reuse across projects

RAG Knowledge Management Enterprise

AI Governance Healthcare

Compliance monitoring for AI outputs

99.9% compliance rate achieved

Challenge

Needed to deploy AI in a regulated environment with strict requirements around content accuracy, PII handling, and audit trails.

Solution

Implemented a governance layer with real-time output validation, content filtering, bias detection, and comprehensive logging for regulatory requirements.

Results

99.9% compliance rate
Zero PII incidents post-deployment
Automated audit report generation
Regulatory approval achieved

Governance Healthcare Compliance Safety

AI Applications Retail

Intelligent product recommendations

23% increase in conversion rate

Challenge

Generic recommendations weren't capturing nuanced customer preferences and context, leading to poor engagement.

Solution

Built a hybrid recommendation system combining collaborative filtering with LLM-powered understanding of product descriptions and customer intent.

Results

23% increase in conversion rate
34% higher average order value
Real-time personalization
A/B testing infrastructure included

ML LLM E-commerce Recommendations

50+

AI systems shipped

99.9%

uptime maintained

industries served

$2M+

client savings generated

Ready to see results like these?

Let's discuss your project and what outcomes are achievable for your specific situation.

Start a Conversation