Inspiration
ASTRAM AI-Assisted Data Intelligence & Work Automation
- Project Overview ASTRAM is an AI-assisted data intelligence and work automation platform designed to turn raw datasets into actionable insights, analytics, and professional reports through one connected workflow. The platform combines dataset ingestion, automated analysis, anomaly detection, visualization, AI-assisted reasoning, and report generation in a single workspace.
- Problem Statement Working with CSV and Excel data often requires users to move between multiple tools for data inspection, statistical analysis, anomaly detection, visualization, interpretation, and report preparation. This fragmented process can make exploratory analysis repetitive and time-consuming. ASTRAM addresses this workflow gap by bringing these stages together under an AI-assisted interface.
- Proposed Solution ASTRAM provides an end-to-end workflow: • Upload CSV/XLSX datasets and inspect their structure and data quality. • Automatically calculate descriptive statistics and analyze distributions. • Detect unusual values and statistical anomalies. • Generate analytics and visualizations for easier interpretation. • Use the AI Agent to convert natural-language requests into structured analytical tasks. • Generate professional reports and export them as PDF or JSON.
- AI Agent Workflow The ASTRAM AI Agent acts as an orchestration layer between the user's request and the registered data/analytics tools. For example, a request such as “Analyze my sales.csv and find unusual sales patterns.” can be converted into a task plan that inspects the dataset, calculates statistics, checks for anomalies, and produces an executive-style result when the required dataset is available.
- Key Features Feature Description AI Agent Natural-language task execution and multi-step analytical workflow. Data Analyzer CSV/XLSX ingestion, profiling, statistics and data-quality checks. Anomaly Detection Identification of unusual values and variance patterns. Analytics Interactive analytical views and visualizations. ASTRAM Project Description Page 2 Report Generator Professional report creation with PDF/JSON export. Demo & Security Demo mode, health monitoring, security middleware and production-readiness checks.
- Technology Stack Frontend: React + Vite Backend: Node.js + Express Analytics: ASTRAM backend service layer and analytical tools Visualization: Frontend charting components Reporting: Report generation with PDF/JSON export Development Environment: Antigravity IDE
- Innovation ASTRAM integrates data inspection, statistical analysis, anomaly detection, AI-assisted reasoning, visual analytics, and professional reporting into one workflow. Its natural-language task interface allows users to describe what they want to discover instead of manually coordinating every analytical step.
- Expected Impact The platform is intended to make exploratory data analysis more accessible and reduce repetitive transitions between analysis and reporting tools. It provides a clear path from raw data to structured insights and decision-ready documentation.
- Future Scope Future development can extend ASTRAM with additional data-analysis tools, broader automation workflows, multi-user capabilities, scalable production storage, and more deployment options. The current architecture is designed as a foundation for these extensions. ## What it does
Log in or sign up for Devpost to join the conversation.