Enterprise-Grade Architecture
Cloud-Native Performance.
Built by engineers who've shipped production systems at scale. Modern microservices architecture with zero vendor lock-in.
System Overview
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Complete system architecture diagram showing all layers and components
API Gateway
REST + gRPC
SOPHIA Core
Cognitive Layer
Knowledge Fabric
Data & Context
Infrastructure
Cloud Native
Architecture Principles
Vendor-Agnostic Design
- •Multi-LLM support (OpenAI, Anthropic, Mistral, local models)
- •Abstraction layer prevents lock-in
- •Easy model swapping based on cost/performance
- •Transparent cost reporting per interaction
Microservices Architecture
- •Independently deployable components
- •Horizontal scaling per service
- •Fault isolation and graceful degradation
- •Service mesh for observability
Event-Driven Communication
- •Asynchronous processing for resilience
- •Pub/sub patterns for decoupling
- •Event sourcing for audit trails
- •Real-time and batch processing modes
Data Architecture
- •Firestore for operational data (speed)
- •PostgreSQL for structured analytics (queries)
- •Object storage for artifacts (scale)
- •Multi-region replication (availability)
Security & Identity
- •Zero-trust network model
- •JWT-based authentication
- •RBAC with fine-grained permissions
- •Secrets rotation and vault integration
Observability
- •OpenTelemetry for unified telemetry
- •Distributed tracing across services
- •Centralized logging with search
- •Custom metrics and SLO dashboards
Performance Metrics
SOPHIA Cognitive Layer
The intelligence layer that orchestrates all operations
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Detailed SOPHIA cognitive architecture showing all components
Cognitive Orchestrator
Routes tasks across LLMs and algorithms
Knowledge Fabric
Centralized business graph and schema registry
Governance Core
Policy enforcement and trust scoring
Reflex Engine
Proactive issue detection and correction
Presidio Guardrail
PII protection and data security
Observability Layer
Complete decision traceability
Deployment Options
Standard (GCP Native)
- Cloud Run for services
- GKE for stateful workloads
- Managed Firestore/PostgreSQL
- Regional or multi-regional
- Automatic scaling
- 99.9% SLO
Best for: Most SMBs and growing companies
Enterprise
- Hybrid cloud support
- On-premise deployment option
- Air-gapped configurations
- Custom SLA agreements
- Dedicated support team
- Advanced security features
Best for: Regulated industries, large organizations
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Deployment topology diagrams for both standard and enterprise options
Deep Technical Resources
Explore detailed documentation, API references, and deployment guides