Sevn
Intelligent data visualization platform that transforms complex datasets into actionable insights.
The Problem
Data teams spend countless hours building dashboards and reports, only to have stakeholders struggle to extract meaningful insights. Traditional BI tools require significant expertise and rarely surface the most important patterns automatically.
The Solution
Sevn combines modern data visualization with AI-powered insight generation. It automatically identifies trends, anomalies, and correlations, presenting them in natural language alongside interactive visualizations.
How it was built
Map → Model → Make → Monitor
Map
Studied analytics workflows from data ingestion to executive reporting. Identified that most dashboard time is spent on routine pattern identification that could be automated.
Model
Architected a three-layer system: data connectors, ML insight engine, and adaptive visualization layer. The insight engine uses statistical analysis and NLP to generate human-readable summaries.
Make
React frontend with D3.js visualizations, Python-based ML pipeline, and a custom query language for flexible data exploration. Supports connections to major data warehouses.
Monitor
Measuring insight accuracy, user engagement with AI-generated summaries, and time-to-insight metrics. Continuous model improvement based on user feedback on insight relevance.
Why this matters
Data is only valuable when it drives decisions. Sevn democratizes data analysis by making insights accessible to everyone, not just data experts.
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