Business Case
The client wanted faster answers without risking data privacy
- Document silos Analysts sifted through scattered files, losing hours on search and copy-paste.
- Slow turnarounds Stakeholders waited days for budget, supply, and campaign numbers, delaying action.
- Privacy worries Sharing raw data with outside tools threatened sensitive sales figures.
Our Solution
We delivered an AI assistant that speaks and responds in plain English yet keeps data locked inside the client’s cloud.
- Natural-language chat NEXT.JS web and mobile UI lets users upload files and ask questions
- Knowledge graph integration Stores unstructured data in Neo4j for relationship-based querying
- Secure query layer Snowflake runs SQL in the warehouse so raw data never leaves Snowflake
- File upload and processing Supports PDF, Excel, Docx etc. processed without altering original content
- Structured data warehouse Snowflake houses structured tables for quick joins
- Full audit trail Each upload logs file size, owner, and status, supporting compliance reviews.