Client Background
A leading management and technology consulting firm with over four decades of experience in healthcare.
Client Need
Streamlined access for sales reps to network referrals, prescription/order status by site/brand
Intuitive, conversational system for querying complex data
Insights into healthcare provider networks and referral patterns
AI-generated insights to optimize sales strategies for hospitals and brands
Solution
Conversational AI platform built on AWS (featuring AWS Bedrock and Guardrails for responsible AI): ReactJS frontend, Python FastAPI backend, API-centric, containerized architecture and LangGraph workflows with AI agents for relational database querying.
Tools & Tech: Anthropic Claude
Key functionalities included:
Dashboard views for key metrics and trends for ecosystem sites
Natural language querying for sales and network data
Proactive GenAI insights on trends and opportunities
Conversational data exploration
Healthcare ecosystem analysis
Realized Benefits
Empowered sales reps with instant data access and AI-driven insights for strategic decisions.
Enhanced sales effectiveness through better understanding of brand performance and network dynamics.
Reduced time on manual data tasks, increasing focus on strategic sales activities.
Improved user adoption via intuitive conversational interface for actionable intelligence.
Proactive identification of opportunities and risks for optimized strategies.
Tools & Technologies
Python
AWS
Amazon Bedrock
Anthropic Claude
LangChain
LangGraph
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