Suggested Templates
Business Analysis
Extract factual, actionable business insights from data
Data Quality Check
Identify issues and provide suggestions for improvement
Sentiment Analysis (Concise)
Get one-word sentiment without explanations
Customer Feedback Analysis (Detailed)
Analyze sentiment and extract key points from feedback
Translation Service
Replace [TARGET_LANGUAGE] with your desired language (e.g., English, Spanish, French, Japanese)
Aidstack Insights
Intelligent Excel Analysis with AI
Product Introduction
Aidstack Insights is your intelligent assistant for analyzing Excel spreadsheets with the power of AI. This tool allows you to upload your Excel files and generate insightful analysis using advanced AI models, helping you uncover patterns, trends, and actionable insights quickly and efficiently.
The app uses OpenAI's GPT models to process your data, allowing you to get human-like understanding of text, numbers, and combinations of different data types without requiring any coding or AI expertise.
Whether you're a data analyst, business professional, or researcher, Aidstack Insights can transform your workflow by automating complex analysis tasks. It's designed to be user-friendly while delivering powerful analytical capabilities that would typically require extensive manual effort or specialized knowledge.
Key Features
- Multiple file formats support (.xlsx, .xls, .csv)
- Multi-column analysis capabilities
- Pattern detection and categorization
- Secure local file processing
- Custom analysis instructions
- Quick test runs on small data samples
- Download analysis results
- Real-time progress tracking
Use Cases
- Financial Data Analysis: Analyze financial statements, detect anomalies in expense reports, categorize transactions, and extract insights from budgets and forecasts
- Market Research: Process survey responses, compare competitor features, analyze customer demographics, and identify market trends from raw data
- Scientific Data: Interpret experimental results, analyze research findings, categorize observations, and summarize complex datasets
- Sales Performance: Analyze regional sales data, identify top-performing products, evaluate sales representative performance, and discover seasonality patterns
- Customer Feedback Analysis: Categorize reviews, extract key complaints/praises, identify sentiment trends, and prioritize customer issues for resolution
- Document Extraction: Pull key data points from text-heavy documents, summarize contract terms, and extract structured information from unstructured text
- Content Optimization: Improve product descriptions, analyze marketing copy effectiveness, and generate enhancement suggestions for text content
- Support Ticket Analysis: Categorize support tickets, identify recurring issues, and extract actionable insights from customer communications
- Data Cleaning: Detect outliers, identify inconsistencies, suggest corrections, and standardize formatting across large datasets
- Data Enrichment: Generate additional context, categorize entries, add semantic tagging, and enhance data with AI-generated insights
- Data Validation: Verify data integrity, check for logical inconsistencies, validate business rules, and identify incomplete records
- Data Normalization: Standardize varied text entries, normalize units of measurement, and create consistent naming conventions
- KPI Analysis: Extract insights from key performance indicators, identify trends, and generate executive summaries
- Competitive Intelligence: Analyze competitor data, identify market positioning, and extract strategic insights
- Risk Assessment: Identify potential risks in financial or operational data and generate risk mitigation suggestions
- Performance Reporting: Transform raw data into meaningful executive summaries and actionable business intelligence
How It Works
- Upload Your File: Start by uploading an Excel or CSV file containing your data.
- Configure Analysis: Select which columns to analyze and provide custom instructions for each column.
- Add API Key: Provide your OpenAI API key to power the AI analysis (your key is stored locally in your browser).
- Run Analysis: Choose between a test run (analyzes 5 rows) or a full analysis.
- Review Results: Examine the AI-generated insights and download your analyzed file.
The application uses the GPT-4o-mini model to analyze your data, providing you with cost-effective yet powerful AI analysis. Your data is processed securely within the application, and your API key is never stored on our servers.
Frequently Asked Questions
Short answer: Partially, but it requires technical setup.
For offline LLM processing:
Yes, if you:
- Have a powerful machine capable of running local LLMs
- Are comfortable setting up tools like Ollama or similar LLM runners
- Clone the repository and configure it to use your local LLM
- Have sufficient computing power to process your dataset
For most users (OpenAI API):
Using OpenAI's API requires internet connectivity. Here's what you should know:
- ✅ Not used for training - Your data is NOT used to train or improve OpenAI's models
- ⏰ 30-day retention - Data is retained for up to 30 days for abuse and misuse monitoring only
- 🗑️ Automatic deletion - After 30 days, your data is automatically deleted
- 📄 Full details: OpenAI API Data Usage Policies
Privacy note: Your OpenAI API key is stored locally in your browser and never sent to our servers.
The tool is free to use. You only pay for OpenAI API usage at their rates.
OpenAI charges based on the number of tokens (words/characters) processed. The GPT-4o-mini model is cost-effective, typically costing just a few cents to analyze hundreds of rows.
No. We do not store your uploaded files or API credentials on our servers.
- Files are processed temporarily in your browser or on the server (if deployed) and automatically deleted
- Your OpenAI API key is stored only in your browser's localStorage
- API calls go directly from your browser to OpenAI
- You maintain full control of your data
We support the following file formats:
- Excel files:
.xlsx,.xls - CSV files:
.csv
Files can contain multiple sheets (Excel only), and you can choose which sheet to analyze.