Architecture & Security
Enterprise-grade infrastructure designed for sovereign environments, high availability, and zero-trust security.
Deployment Options
Public Cloud
Deploy on AWS, Azure, or GCP with managed infrastructure and automatic scaling.
On-Premise
Install within your data center for complete control over infrastructure and data.
Sovereign Cloud
Run on government-approved sovereign cloud providers within national boundaries.
Hybrid
Combine cloud and on-premise for flexibility. Keep sensitive data local, scale compute in the cloud.
Core Architecture
Data Connectors
ERP, CRM, warehouses, APIs, Excel, IoT
Data Lakehouse
Unified storage, batch & real-time
Semantic Layer
Business terms, bilingual mappings
LLM Orchestration
Model routing, prompt management
SQL Generation
NL to SQL with validation
BI Visualization
Charts, dashboards, reports
Decision Engine
Predictions, recommendations, actions
Workflow Engine
Alerts, escalations, automations
Governance
RBAC, audit, lineage, compliance
Observability
Prometheus, Grafana, OpenTelemetry
Data Flow
Data SourcesSpark Data LayerSemantic ModelAI AnalystDecision EngineDashboardsActions
Technology Stack
Frontend
Next.jsTypeScriptTailwind CSSRecharts
Backend
NestJS / Next.js APINode.jsPython ML
Database
PostgreSQLRedispgvectorMilvus
AI/ML
OpenAI GatewayLocal LLMsHugging Face
Messaging
KafkaRabbitMQ
Auth
KeycloakAzure ADSSO
Deployment
DockerKubernetesHelm
Observability
PrometheusGrafanaOTel
Security & Compliance
SSO & MFA
Role-Based Access
Data Masking & PII Redaction
Audit Logs
Data Lineage
Encryption (rest & transit)
Tenant Isolation
Prompt & Response Logging
Approval Workflows
Model Traceability