AI Analytics Dashboard
ML-powered BI platform with natural language querying and automated reporting.
An ML-powered business intelligence platform that enables executive teams to query data in plain English, detect anomalies the moment they occur, and receive fully automated weekly insight reports — no SQL knowledge required.
The Challenge
Executives were waiting days for analysts to produce reports, missing time-sensitive trends and anomalies. Data was siloed across a dozen systems with no unified view, and the analytics team was perpetually behind on ad-hoc requests.
Our Solution
Built a Python/FastAPI backend with TensorFlow models for predictive analytics and anomaly detection. The React frontend features a natural language query interface — users type questions in plain English and get visual answers instantly.
Results Achieved
94% prediction accuracy on key business metrics. Insights generated in under 5 seconds versus hours of manual analysis — a 10× improvement. The analytics team now focuses on strategy instead of data wrangling.
Tech Stack
Key Features Delivered
Every feature built to solve a specific problem and drive measurable outcomes.
Natural Language Querying
Ask questions in plain English — "What were sales last quarter by region?" — and get instant charts.
Anomaly Detection
ML models monitor KPIs continuously and alert the team the moment an unusual pattern is detected.
Predictive Forecasting
Rolling forecasts for revenue, churn, and inventory — updated automatically with every new data point.
Automated Reports
Weekly executive reports are generated and delivered by email every Monday morning — zero manual effort.
Multi-Source Integration
Pulls from Salesforce, Stripe, Google Analytics, PostgreSQL, and more — unified in one view.
Shareable Dashboards
Custom dashboards can be shared with stakeholders via secure links — no account required to view.
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