Reference Architecture

Built on the world's most boring infrastructure.

No custom silicon. No exotic runtime. Just battle-tested cloud primitives orchestrated into something unhinged.

%%{init: {"theme": "dark"}}%% graph LR subgraph L01["LAYER 01 - Ingestion"] L01k[Kafka Streams] L01c[CDC Pipelines] L01s[Social Firehose] end subgraph L02["LAYER 02 - Orchestration"] L02s[Serverless Scheduler] L02m[Message Broker] L02l[Agent Loop] end subgraph L03["LAYER 03 - Memory Fabric"] L03v[(Vector DB)] L03r[RAG Pipeline] L03p[Persona Store] end subgraph L04["LAYER 04 - Insight Engine"] L04i[Streaming Aggregation] L04c[Cluster Analysis] L04r[LLM Reports] end L01k --> L02s L01c --> L02s L01s --> L02s L02s --> L02m L02m --> L02l L02l --> L03v L03r --> L03p L03p --> L04i L04i --> L04c L04c --> L04r style L01k fill:#2a2510,stroke:#f59e0b,stroke-width:2,color:#fbbf24 style L01c fill:#2a2510,stroke:#f59e0b,stroke-width:2,color:#fbbf24 style L01s fill:#2a2510,stroke:#f59e0b,stroke-width:2,color:#fbbf24 style L02s fill:#2a1d10,stroke:#f97316,stroke-width:2,color:#fdba74 style L02m fill:#2a1d10,stroke:#f97316,stroke-width:2,color:#fdba74 style L02l fill:#2a1d10,stroke:#f97316,stroke-width:2,color:#fdba74 style L03v fill:#2a1018,stroke:#f43f5e,stroke-width:2,color:#fda4af style L03r fill:#2a1018,stroke:#f43f5e,stroke-width:2,color:#fda4af style L03p fill:#2a1018,stroke:#f43f5e,stroke-width:2,color:#fda4af style L04i fill:#102a18,stroke:#10b981,stroke-width:2,color:#6ee7b7 style L04c fill:#102a18,stroke:#10b981,stroke-width:2,color:#6ee7b7 style L04r fill:#102a18,stroke:#10b981,stroke-width:2,color:#6ee7b7
LAYER 01

Ingestion

Kafka-compatible event streams, CDC pipelines from your CRM, real-time social firehose.

LAYER 02

Orchestration

Serverless agent schedulers with message brokers for asynchronous gossip and debate loops.

LAYER 03

Memory Fabric

Distributed vector DBs with RAG-backed persona recall. Every agent has a 10-year memory.

LAYER 04

Insight Engine

Streaming aggregation, cluster analysis, and LLM-summarized reports on a 5-minute cadence.

Runs on

AWS · Azure · GCP

Vector DB

Pinecone · Weaviate

Orchestration

Kubernetes · ECS

LLM Backend

Claude · GPT · Llama

Security

Enterprise-grade security by design.

Your data never touches our model training pipeline. Every swarm runs in an isolated compute environment.

🔒

Encryption at Rest & In Transit

AES-256 encryption for all stored data. TLS 1.3 for all inter-service communication. Keys managed via AWS KMS with automatic rotation.

🛡

Isolated Simulation Environments

Every swarm runs in a dedicated firecracker micro-VM. No data leakage between tenants. Memory and storage are zeroed after each simulation.

📝

Audit Logging

Every API call, data access, and swarm event is logged to an immutable audit trail. SOC 2 Type II certified with annual penetration testing.

🌎

GDPR & Data Residency

Data can be restricted to EU, US, or APAC regions. Automated data deletion workflows. DPA signed on request. Full compliance with Article 17.

⚙

Access Control

RBAC with fine-grained permissions per swarm, per dataset, and per export. SSO via SAML 2.0 or OIDC. SCIM provisioning for automated onboarding.

📈

Compliance Monitoring

Continuous compliance monitoring via automated controls. SOC 2 Type II, ISO 27001, and HIPAA BAA available for enterprise deployments.

Performance

Benchmarked at every layer.

We publish real-world performance metrics. No cherry-picked benchmarks.

47ms

P95 Swarm Latency

Target: <100ms

1.2M

Tokens / Second

Target: >1M t/s

99.98%

Uptime SLA

Target: 99.95%

8.4s

Avg Swarm Completion

Target: <15s

Concurrent Swarms (Max)

1,024

Max Agents per Swarm

100,000

Data Retention

Configurable (7-365 days)

Compliance

Certifications & accreditations.

🔒

SOC 2 Type II

Annual audit by independent CPA firm. Covers security, availability, and confidentiality.

🌎

ISO 27001

Certified ISMS with annual surveillance audits. Scope covers all production systems.

💉

HIPAA Eligible

BAA available for enterprise. PHI handling procedures documented and tested.

⚡

FedRAMP In Progress

Moderate impact level. Third-party assessment organization engaged.