Spaninsight: Data Intelligence

Kiri Research Lab

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About this app

Spaninsight is your personal, AI-powered data intelligence workspace. Whether you are a business professional, researcher, student, or data scientist, Spaninsight empowers you to import raw datasets, ask questions in plain English, and instantly get actionable insights—no coding required.

From intelligent survey collection to autonomous data analysis and professional reporting, Spaninsight manages your entire data lifecycle securely on your device.

🚀 INTELLIGENT DATA ANALYSIS & VISUALIZATION
• Universal Data Support: Import and analyze CSV, Excel, JSON, XML, STATA, SAS, SQL databases, TSV, TXT, ZIP, and Pickle files effortlessly.
• AI Data Analyst: Describe what you want to know in natural language. Our AI instantly generates analysis suggestions and interactive charts.
• Autopilot Mode: Let the AI plan and execute complex, multi-step data analyses (up to 8 autonomous iterations) to uncover hidden trends for you.
• Voice-to-Insight: Go hands-free. Record voice commands to query your data or build surveys on the fly with auto-transcription.
• Interactive Visualizations: Generate stunning, interactive charts powered by Matplotlib, featuring lightbox zoom. Pin any result to a report with one tap.
• Editable Python Code: For advanced users, Spaninsight reveals the underlying Python code for every chart. Edit and re-run your data science scripts directly inside the app.

📝 SMART FORMS & SURVEY MAKER
• AI Form Builder: Describe your ideal survey in plain English, and the AI generates the complete data schema in seconds.
• Rich Input Fields: Supports text, email, numbers, dropdowns, checkboxes, dates, URLs, phone numbers, and star ratings.
• Secure Collection: Publish forms with a shareable web link. All responses are protected by CAPTCHA and automatically collected back into your workspace.

📊 PROFESSIONAL REPORTING & EXPORTS
• Drag-and-Drop Editor: Build stunning reports easily using your pinned charts and AI-generated insights.
• Enterprise Exports: Export your final reports directly to PDF, Microsoft Word, or PowerPoint presentations.
• Cloud Sharing: Share your live interactive reports with clients or teammates via secure, ephemeral web links.

🔒 PRIVACY-FIRST & SECURE SANDBOX
• 100% Local Execution: Your raw dataset files NEVER leave your device. All heavy data processing runs locally. Only your text/voice prompts travel to our secure API.
• Sandboxed Python: AI-generated code executes in a strictly resource-limited, secure local sandbox to guarantee device safety.
• No Accounts Required: Enjoy a true local-first experience without handing over your email address.

🤝 COLLABORATIVE WORKSPACES
• Real-Time Collab: Create multiple team workspaces protected by secure recovery phrases.
• Delta Sync: Auto-sync analysis recipes, live reports, and templates across your teammates' devices in real-time.

💎 INCLUDED AI COMPUTE
Stop paying high subscription fees. Spaninsight provides a generous allowance of 50 free AI credits daily, giving you access to intelligent suggestions, custom prompts, and full Autopilot reporting.

Make smarter business decisions, faster. Download Spaninsight today and turn your raw data into your most valuable asset.

What’s new

Welcome to Spaninsight v1.2.3!
• Local Data Caching: Imported datasets are now securely cached on your device. When you restart the app, your data reloads instantly—no more manual linking required!
• Auto-Resume Analysis: Re-opening a project now automatically replays your saved charts and data cleaning steps.
• Smart Storage: Unused cached files are automatically cleared after 7 days to save space.
• UX Updates: Improved warning banners and streamlined dataset management.