12M+ active customers 50,000+ 180+ countries The client wanted faster answers without risking data privacy Analysts sifted through scattered files, losing hours on search and copy-paste Stakeholders waited days for budget, supply, and campaign numbers, delaying action. Sharing raw data with outside tools threatened sensitive sales figures. Impact Delivered Answers arrive in minutes, not days. Speeding budget and supply Faster treatment decisions cut critical-care time and free up beds. We delivered an AI assistant that speaks and responds in plain English yet keeps data locked inside the client’s cloud. NEXT.JS web and mobile UI lets users upload files and ask questions Supports PDF, Excel, Docx etc. processed without altering original content Stores unstructured data in Neo4j for relationship-based querying Snowflake houses structured tables for quick joins Snowflake runs SQL in the warehouse so raw data never leaves Snowflake. Each upload logs file size, owner, and status, supporting compliance reviews.
worldwide
healthcare and wellness products
support with fulfilled orders Business Case
Document silos
Slow turnarounds
Privacy worries
~ 35% lift in analyst
productivityInsight cycle from
2 days to 10 mins
decisions.Real-time trend
snapshots Our Solution
Natural-language chat
File Upload and Processing
Knowledge Graph Integration
Structured Data Warehouse
Secure query layer
Full audit trail
Tech Stack
Snowflake
Amazon Bedrock
NEXT.js
Neo4j
FastAPI
