Case Studies

Real-world implementations of RAG systems, workflow automation, and AI enablement — delivering measurable ROI for enterprise clients across regulated industries.

Financial Services

Reducing Support Ticket Volume by 42% with RAG-Powered Knowledge Base

A tier-1 financial institution struggled with overwhelming support ticket volume from relationship managers and compliance officers seeking information across 10,000+ policy documents, product specifications, and regulatory guidelines. Average resolution time was 2.3 hours per ticket, and knowledge gaps led to compliance risks.

Key Results:
42%
Ticket Volume Reduction
18 minutes
Average Resolution Time
Tech Stack:
Azure OpenAI (GPT-4)Pinecone (vector database)LlamaIndex+3 more
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Insurance

Automating KYC Triage with AI Workflow Agents

Manual KYC (Know Your Customer) review processes created bottlenecks in customer onboarding. Analysts spent 60% of their time on routine document verification that could be automated, delaying policy issuance by an average of 5 business days.

Key Results:
35% faster
Processing Time
60% increase
Analyst Productivity
Tech Stack:
Anthropic Claude (document analysis)LangChain (orchestration)Salesforce API+3 more
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Logistics & Supply Chain

Transforming Product Discovery for Logistics Operations

A global logistics provider managed a catalog of 50,000+ equipment specifications, service offerings, and regulatory documents across 40 countries. Sales teams and operations staff struggled to find accurate information quickly, leading to quote errors and lost sales opportunities.

Key Results:
80% reduction
Search Time
35% improvement
Quote Accuracy
Tech Stack:
OpenAI GPT-4Milvus (vector database)Azure Cognitive Search+3 more
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