Built for scale, security, and compliance
Multi-tenant isolation, immutable audit trails, provider-agnostic LLM architecture, and API-first integration. Governance infrastructure for enterprises that can't afford to get AI wrong.
Security
Multi-tenant isolation by design
Every data model carries an organization_id. Tenant middleware extracts identity from JWT tokens and enforces isolation on every database query. PostgreSQL Row-Level Security provides defense-in-depth.
Tenant isolation
organization_id on all models with middleware-enforced filtering.
RBAC with governance scopes
Fine-grained roles with scope-based permissions for every API endpoint.
JWT httpOnly cookies
Secure token transport with 15-minute access tokens and 7-day refresh tokens.
PostgreSQL RLS
Row-Level Security as defense-in-depth beyond application-layer filtering.
Compliance
Audit-ready from day one
Every governance-changing action writes to an immutable audit log with checksum-linked entries. Chain integrity can be verified at any time, providing tamper-evident compliance evidence.
Immutable audit chain
Checksum-linked entries prevent retroactive tampering of audit records.
Complete interaction traces
7-panel trace system captures every stage of every pipeline execution.
GDPR / HIPAA / SOC 2
Architecture designed for regulatory compliance with configurable data residency.
EU hosting ready
AWS region-configurable deployment for data sovereignty requirements.
LLM Flexibility
Provider-agnostic, fault-tolerant
Anthropic Claude serves as the primary LLM provider with OpenAI as fallback. Every LLM-dependent agent has a deterministic fallback path, ensuring the platform never stops working even when models are unavailable.
Multi-provider support
Anthropic Claude (primary) + OpenAI (fallback) with provider-agnostic architecture.
Deterministic fallbacks
Every LLM-dependent agent has a code-based fallback for guaranteed availability.
Cost optimization
Fast-tier and reasoning-tier LLM routing to optimize cost per interaction.
Integration
API-first, CI/CD-ready
Every capability is accessible via RESTful APIs. Evaluation suites integrate into your CI/CD pipeline. Real-time capabilities via SSE streaming and WebSocket feeds.
RESTful API
Complete API coverage with OpenAPI documentation at /docs.
CI/CD integration
Run evaluation suites as pipeline gates — block deployments that fail quality thresholds.
Real-time feeds
SSE streaming for chat responses and violations. WebSocket for live dashboards.
Performance
Pipeline latency breakdown
Real-world latencies for each pipeline stage. Response generation uses streaming for perceived speed.
Technology
Production-proven stack
Built on battle-tested open-source foundations with enterprise deployment patterns.
Backend
Python 3.11+ / FastAPI
Database
PostgreSQL 16 (async)
Cache & Events
Redis 7
Vector Search
OpenSearch 2.x / ChromaDB
Frontend
Next.js 14 / TypeScript
Infrastructure
AWS ECS Fargate / Terraform
Ready for enterprise-grade AI governance?
Talk to our team about your security, compliance, and deployment requirements.