Smart Analytics Dashboard
A business intelligence dashboard with real-time event ingestion, AI-powered anomaly detection, and a natural language query interface that lets non-technical users explore data conversationally.
The challenge
What we set out to solve
The client had data spread across 6 different systems with no unified view. Their analysts spent 40% of their time pulling reports manually with no ability to detect anomalies proactively.
Our approach
How we thought about it
We built a unified event ingestion layer feeding ClickHouse, a Python anomaly detection service using statistical methods and an LLM for contextual alerts, and a React dashboard with a natural language query layer powered by LangChain.
What we built
The solution
A unified analytics platform with real-time ingestion, cross-system dashboards, proactive AI alerts, and conversational data exploration.