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One architecture, six blocks, zero vendor lock-in

Orchestration, gateways, sandbox, RAG — the building blocks your AI agents need to reach production.

Users reach the orchestrator, which coordinates agents. Gateways connect to models and enterprise systems. The sandbox isolates execution. RAG grounds responses in your business data.

The six blocks
S01

Agent Harness

Your AI agents have no platform. No unified interface, no centralized configuration, no monitoring.

Unified agent interface
Session configuration
Real-time streaming
Permission management
Model selection
Cost tracking
File previews and results

AI Act (AI registry, human traceability), DORA (observability, resilience), GDPR (interaction audit).

S02

Orchestrator

Your AI agents run in silos. No governance, no traceability, no coordination.

Role-typed agents
Soft governance (skills/rules)
DoD + context guardrails
Task broker
Unified audit trail
Wave lifecycle
Orchestrator intervention

AI Act (registry, traceability), GDPR (action audit).

S03

LLM Gateway

You depend on a single model provider. No failover, no cost control, no PII compliance.

Model catalog + routing
Auth RBAC
Virtual keys + secret management
Provider cache pass-through
Failover + circuit breaker
Rate limiting & quotas
Streaming
FinOps (cache-aware costs)

DORA (multi-provider resilience), GDPR (PII routing), AI Act (model traceability).

S04

MCP Gateway

Your agents can't access your IS. Or worse — they access it without control.

OpenAPI-to-MCP wrapping
OAuth 2.1 + OIDC discovery
Namespaced tool catalog
AI WAF
PII redaction
JSONL audit + OTel tracing
Multi-upstream aggregation
Rate limiting & quotas

GDPR (PII redaction), DORA (IS access traceability), AI Act (agent action control).

S05

RAG

Your agents hallucinate. Your business knowledge is in silos AI can't see.

Hybrid search (semantic + BM25)
Multi-format ingestion + IS connectors
Multi-backend embedding
Document-level ACL
Native multi-tenancy
Scoring + semantic cache
Chunking strategies

GDPR (lineage, right to erasure), AI Act (source traceability).

Cross-cutting capabilities

Unified audit
Guardrails
Observability
Human governance

Regulatory alignment

The architecture addresses DORA (resilience, traceability), AI Act (registry, governance), and GDPR (redaction, lineage) by design.