B2B SaaS Architecture

    Architecture

    🔒 SECURE
    🛡️
    VPN Security Gateway (Optional but recommended)

    Enterprise VPN

    VPN tunneling for enhanced security

    Access Control

    IP whitelisting

    Traffic Encryption

    End-to-end encrypted data transmission with WireGuard

    🔌
    Connect Pillar - Data Ingestion Hub

    300+ Built-in Connectors

    Pre-built integrations for popular data sources

    Custom Connector Builder

    UI-based tool for creating custom integrations

    On Demand Sync

    Hourly/minutely fetch and batch processing

    Salesforce
    PostgreSQL
    MongoDB
    REST APIs
    Snowflake
    BigQuery
    MySQL
    Redis
    Kafka
    S3
    Stripe
    +289 more
    ⚙️
    Data Processing & Orchestration Layer

    Source Connectors

    Extract data from various sources with reliability

    Normalization Engine

    Transform and standardize data formats

    Destination Loaders

    Efficient data loading to target systems

    Workflow Orchestrator

    Manage complex data pipeline workflows

    Schema Registry

    Centralized schema management and versioning

    Data Quality Monitor

    Real-time data validation and quality checks

    Python Docker Kubernetes PostgreSQL Redis
    📊
    Create Pillar - GenAI Analytics Engine

    Enhanced BI Platform

    Advanced business intelligence with AI capabilities

    Proprietary Metadata Engine

    Real-time table metadata structuring algorithms

    Dynamic Schema Analyzer

    Automated schema discovery and documentation

    Fresh Context Generator

    Always up-to-date metadata for AI interactions

    Interactive Dashboards

    Drag-and-drop visualization builder

    Query Optimizer

    AI-powered query performance enhancement

    React Clojure Custom Algorithms
    🤖
    AI Intelligence Backend

    Contextual AI Engine

    Real-time metadata-aware AI processing

    OpenAI API Gateway

    Optimized API calls with fresh table context

    Natural Language Interface

    Query databases using plain English

    Smart Recommendations

    AI-powered insights and suggestions

    Auto-Documentation

    Intelligent data catalog generation

    Agentic Reasoning (Coming Soon)

    Get into 'How' and 'Why' of the data, not just 'What'

    Flexible LLM Switcher OpenAI GPT-4.1 Custom Model and LLM Hosting upto 32B Params No Vector DBs Needed Real-time Context Proprietary Algorithms