AI Analytics Platform for Data Analysis
An AI-powered analytics platform that reveals the 'why' behind metric movements through real-time trend detection and narrative summaries.
Full frontend redevelopment using React.js, TypeScript, React Router, and Axios.
Platform that goes beyond traditional dashboards by uncovering root causes of metric changes.
Delivers actionable insights in plain language instantly via Slack or email.
The Idea Behind the Project
DataScoop is a modern analytics platform designed for data analysts to go beyond traditional dashboards by uncovering the root causes of changes in topline metrics.
It detects meaningful data segments driving trends, summarizes insights in plain language, and delivers them instantly via Slack or email.
The platform makes insights not just accessible, but actionable — in seconds, helping data analysts understand the 'why' behind metric movements through real-time trend detection and narrative summaries.
Project Challenges
The client from Silicon Valley needed to implement a new design and rebuild the frontend of their analytics platform.
Main challenges:
- Implementation of new design from Figma with high-quality standards
- Complex analytics and technical file processing
- Conversion of data into graphs and visualizations for correct data interpretation
- Need to bring Figma-based designs to life while maintaining performance
- Deliver a responsive, intuitive user interface aligned with the product's goal
Provided Solutions
Frontend Rebuild
Completed a full frontend redevelopment using React.js, TypeScript, React Router, and Axios, with strict code quality via ESLint and Prettier. Successfully brought Figma-based designs to life while enhancing performance and delivering a responsive, intuitive user interface.
Analytics Implementation
Implemented complex analytics and technical file processing, converting data into graphs and visualizations that enable correct data interpretation. The platform now effectively processes and visualizes data to reveal meaningful insights.
Performance Optimization
Enhanced platform performance to ensure insights are delivered instantly, aligned with the product's goal of making insights not just accessible, but actionable — in seconds.
Key Features Overview
Root Cause Analysis
AI-powered platform that detects meaningful data segments driving trends and uncovers the root causes of changes in topline metrics.
Plain Language Summaries
Automatically summarizes complex analytics insights in plain language, making data accessible to all stakeholders.
Instant Delivery
Delivers insights instantly via Slack or email, ensuring stakeholders receive actionable information in seconds.
Advanced Data Visualization
Converts technical data files into intuitive graphs and visualizations for correct data interpretation and analysis.