Analyze datasets with Google Colab cloud compute or local Python. Ask questions in natural language, build bot-protected survey forms by voice, watch multi-step AI reasoning unfold, and generate live interactive web reports or Jupyter Notebooks instantly.
Seamless cloud Python compute, transparent AI reasoning, and instant publication tools.
Run complex pandas, NumPy, scikit-learn, and PyTorch workflows seamlessly on remote Google Colab GPU/TPU kernels. Get real-time ANSI colored terminal output, fast data previews, and zero device overheating.
Autonomous multi-step exploratory analysis at a single tap. Watch step-by-step AI thought accordions reveal intermediate reasoning before code runs, complete with self-healing error retries and executive takeaways.
Dictate or describe survey goals to create smart forms in seconds. Collect responses securely with built-in anti-bot human verification and import verified submissions into your Python DataFrame with one click.
Export complete analysis sessions to standard Jupyter Notebooks (.ipynb) for full reproducibility, or publish interactive visual reports to reports.spaninsight.com with one toggle.
Every AI answer runs on real data first, then a verifier checks it against the actual output — stamped Verified with exact figures. Confirmed insights become your project's Findings Memory.
Edit published surveys without losing a single response (smart merge), and compile verified analysis into one-tap Data Briefs you can share anywhere.
From raw data to executive clarity in three effortless steps.
Connect to a Google Colab session or local Python runtime. Drop in CSVs or Excel sheets for instant schema snapshots, distributions, and null detection.
Ask questions in plain English, use voice dictation, or run Autopilot. Create survey forms by voice and import verified responses into your dataset. AI writes and runs real Python code while showing its full reasoning process.
Export full Jupyter Notebooks (.ipynb), download clean PDF/Word documents, or share interactive reports on the web with permanent links.
Your datasets stay inside your own Google Colab instance or local device filesystem. SpanInsight operates with strict zero-retention transit: only anonymized statistical prompts travel to AI models, never your sensitive raw database files.
SpanInsight is an autonomous data science workspace. It connects to Google Colab cloud runtimes or local Python, letting you import datasets, ask questions in plain English, and generate production-ready charts, statistical models, voice surveys, and interactive web reports.
SpanInsight connects directly to Google Colab runtimes via secure OAuth authentication. Heavy computations, deep learning models, and complex datasets execute on Google's cloud infrastructure with zero battery drain on your phone or computer.
Yes! You can export your entire notebook session with all code cells, narrative explanations, and execution outputs directly to standard .ipynb files to open in VS Code, JupyterLab, or Google Colab.
AI-powered code generation and Autopilot features consume daily credits. You receive 50 complimentary credits daily, refreshed automatically every 24 hours. Manual Python code execution via the built-in editor is always 100% free and consumes zero credits.
Yes. All public survey forms hosted on f.spaninsight.com are protected by non-intrusive anti-bot human verification to ensure only legitimate human responses are captured.
Your datasets are stored on your device, and all processing runs inside your own Google Colab account under your login — not on shared servers. Nothing is retained by SpanInsight after your session.
Android via Google Play and direct APK download from this page, plus Windows and Linux desktop builds. Widescreen/tablet layouts included.
Yes. Expert Mode gives you a full Python editor against your dataset with zero AI involvement and zero credit cost — AI is optional, your control is absolute.
Reports published publicly by the SpanInsight community. Toggle "Feature on spaninsight.com" in the app to share your analysis here.
Includes 50 complimentary AI credits renewed every 24 hours. No registration required.
Experience private, AI-powered data intelligence on your phone, tablet, Chromebook, or desktop.
The Verified Intelligence release. Insight mode becomes an agent that plans, executes, and verifies every answer against your actual data — plus Findings Memory, Data Briefs, live form editing, and a major speed overhaul.
Datasets now cache locally on import and reload silently on app restart. Stale caches auto-purge after 7 days to keep storage lean.
Introduces the Expert Code Terminal: a full VS Code-style expandable code editor for direct Python execution at zero credit cost.
Cleaner Report Editor action flow with a prominent "View Live Report" button, standardized refresh styling, and an empty-Reports navigation fix.
Forms dashboard alignment, onboarding safe areas, standardized rounded action buttons across every screen, Android-optimized CI, and locally packaged fonts for faster offline launches.
Sandbox builtins restriction, seed-phrase masking, parameterized SQL, 95% AI prompt compression, 10x faster data preview, adaptive glassmorphism, and a native boot screen.
Your personal data intelligence workspace: import data, ask questions, get answers — no code required.