Tech Stack
Reliability, performance, and data security.
Architecture Principles
🔒 Data Control
Your data stays on your infrastructure. No vendor lock-in, no external transmission. Full compliance with data residency requirements.
♻️ Proven Technologies
Battle-tested stack with strong community support. Reliable, maintainable, and future-proof.
Docker Deployment
One image that runs on your infrastructure. No vendor cloud for your data. Everything packaged in a single, secure container that you control. Simple deployment, easy scaling, straightforward maintenance.
Available / Used: 25+ MCP integrations - MS Clarity, Google Analytics, Customer.io, Affilka, Intercom, Xero, QuickBooks, Slack, Telegram, SEMrush, Ahrefs, and more. See all integrations
Data Layer
PostgreSQL
Primary data source. Read-only replica connection - no data copy outside infrastructure.
SQLite
Internal storage for aggregated datamarts inside the container only.
Analytics & API
Python
Analytics engine: ETL, ML models, 600+ metrics, fraud and VIP/churn prediction.
FastAPI
Internal API for UI and Chat Agent; Python backend serves Next.js.
User Interface
Next.js
Modern React framework for dashboards, reports, and guided AI chat.
React
Component-based UI library for building interactive interfaces.
JavaScript
Core language for web development and dynamic functionality.
TypeScript
Type-safe JavaScript for robust and maintainable code.
Tailwind CSS
Utility-first CSS framework for rapid UI development.
i18n
Multi-language UI and reports (e.g. EN, RU, DE).