Hanalyzer.ai
The Challenge
The founder envisioned a platform that could replace fragmented BI tools, notebooks, and pipeline builders with a single AI-native workspace. Users should be able to drop any file — CSV, Excel, PDF, JSON, images, even video — and get AI-generated charts, insights, KPIs, and recommendations automatically. No existing tool unified analysis, ETL, ML, workflow automation, and collaboration under one roof with AI doing the heavy lifting.
Our Solution
Bella Tech designed and built the full Hanalyzer.ai platform from the ground up. The architecture spans 60+ lazy-loaded routes with a React + Vite + Tailwind frontend and Supabase Edge Functions backend. The multi-model AI engine routes between GPT-4o, Claude, and Gemini with automatic fallback. Core modules include: an Intelligence Notebook that auto-generates 7 semantic analysis blocks (overview, distributions, correlations, outlier detection, K-Means segmentation, regression, recommendations) — each with three layers (result, explanation, recommended action); a Data Blender with 8 join types including fuzzy matching and 11 transform operations; a Workflow Builder with natural-language-to-pipeline generation and dbt/Airflow export; an AI Agent ("Hana") with a ReAct loop and 5 tools; a Query Builder supporting 9 SQL dialects with AI auto-optimization; a full ML Lab (clustering, PCA, decision trees, time series forecasting) running client-side; real-time Scenario Simulation with draggable parameter sliders; an MCP Server for connecting external AI assistants; and 13+ data connectors (PostgreSQL, Snowflake, BigQuery, MongoDB, S3, and more). Payments are handled via Stripe with subscription and credit top-up models. The platform is GDPR compliant and HIPAA-ready with PHI scanning and masking.
The Results
Hanalyzer.ai is live at hanalyzer.ai as a full-featured AI data analysis platform. Users can upload 32+ file formats, connect live data sources, and receive AI-generated analysis with 22 chart types in under 60 seconds. The platform supports team collaboration with 5 roles and 13 granular permissions, shareable report links, scheduled workflow runs, and PPTX/PDF/CSV export. The Intelligence Notebook eliminates the need for users to write any code — analysis auto-runs and users intervene only when they want to.