​
System Architecture

​
Data Connectors Layer

  • Pre-built connectors for ERP, CRM, HRIS, databases, APIs, and file systems.
  • Examples: Quickbooks, Google Workspace, Office 365, Salesforce, SAP, Microsoft Dynamics, Snowflake, SharePoint, AWS S3.

​
Unified Data Layer (UDL)

  • Harmonizes structured, semi-structured, and unstructured data.
  • Built on AI Squared’s Secure Data Fabric technology.

​
Processing & AI Models

  • Pre-trained LLMs (Claude, OpenAI, Bedrock) and custom model support.
  • Real-time inferencing with vector database indexing.

​
Application Layer

  • Sparx Chatbot – Conversational interface for querying data and triggering workflows.
  • Insight Dashboard – Visual analytics with drill-down capabilities.
  • Automation Engine – Triggers workflows based on rules or AI-detected events.

​
Security & Compliance Layer

  • End-to-end AES-256 encryption.
  • Role-Based Access Control with SSO (Okta, Azure AD).
  • Audit logging and compliance templates (HIPAA, GDPR, CCPA, FISMA).