Use Cases by Industry
Financial Services & Banking
Where compliance meets velocity
RAG for Regulatory Intelligence
Problem: 500+ page regulatory documents updated weekly. Compliance team drowning.
Solution: RAG system that answers complex compliance questions in seconds.
Result: 70% reduction in compliance review time. Zero regulatory violations.
Text2SQL for Risk Analytics
Problem: Risk data scattered across 15 systems. Reports take days.
Solution: Natural language queries across all risk databases instantly.
Result: Real-time risk dashboards. Decisions in minutes, not days.
Knowledge Graph for Fraud Detection
Problem: Fraud patterns hidden in relationship networks.
Solution: Graph AI that connects dots humans miss.
Result: 40% more fraud caught. $2M+ saved quarterly.
Healthcare & Life Sciences
Where data saves lives
RAG for Regulatory Intelligence
Problem: 500+ page regulatory documents updated weekly. Compliance team drowning.
Solution: RAG system that answers complex compliance questions in seconds.
Result: 70% reduction in compliance review time. Zero regulatory violations.
Text2SQL for Risk Analytics
Problem: Risk data scattered across 15 systems. Reports take days.
Solution: Natural language queries across all risk databases instantly.
Result: Real-time risk dashboards. Decisions in minutes, not days.
Knowledge Graph for Fraud Detection
Problem: Fraud patterns hidden in relationship networks.
Solution: Graph AI that connects dots humans miss.
Result: 40% more fraud caught. $2M+ saved quarterly.
RAG for Clinical Intelligence
Problem: Patient data in 12 different systems. Doctors can't see full picture.
Solution: Unified RAG that surfaces complete patient context instantly.
Result: 30% faster diagnosis. Better patient outcomes.
Text2SQL for Research Queries
Problem: Researchers wait weeks for data pulls from IT.
Solution: Self-service natural language data access.
Result: Research velocity 5x faster. More trials launched.
AI Agents for Prior Authorization
Problem: 48-hour approval delays. Manual process. Patient frustration.
Solution: Automated agents that handle full authorization workflow.
Result: 2-hour approvals. 85% automation rate.
SaaS & Technology
Where features become moats
RAG for Customer Support
Problem: Support team can't keep up with product complexity.
Solution: RAG that knows every feature, integration, and edge case.
Result: 50% ticket deflection. 3x faster resolution.
Text2SQL for Product Analytics
Problem: PMs wait days for usage insights from data team.
Solution: Natural language product analytics for everyone.
Result: Daily insights. Features shipped 2x faster.
AI Agents for Onboarding
Problem: 14-day onboarding. High drop-off. Manual chaos.
Solution: Intelligent agents that guide and automate setup.
Result: 3-day onboarding. 60% better activation.
Retail & E-commerce
Where margins meet intelligence
RAG for Product Intelligence
Problem: 50,000 SKUs. Customer questions unanswered.
Solution: RAG that knows every product detail and compatibility.
Result: 25% conversion lift. Happy customers.
Knowledge Graph for Inventory
Problem: Stock-outs and overstock costing millions.
Solution: Graph AI predicting demand across locations.
Result: 30% inventory reduction. 95% availability.
Text2SQL for Merchandising
Problem: Buyers guessing what sells where.
Solution: Instant insights on sales patterns and trends.
Result: 20% margin improvement. Data-driven decisions.