Logical Data
Deterministic data flow from legacy infrastructure to sovereign local AI.
1. Sovereign Edge Gateway (Ingestion)
A high-throughput, read-only edge ingress daemon built in Rust and Axum. Strictly isolated from production write tables, it extracts data natively from enterprise systems with exponential backoff and no write path to operational systems.
2. SO(3) Analytical Engine (Translation)
The core Python FastAPI processing layer. Utilizing embedded DuckDB for zero-cloud OLAP queries and columnar Parquet storage, it semantically translates rigid relational schemas into dynamic vector spaces with low-latency deterministic translation.
3. Local Inference Orchestrator (Execution)
Fully air-gapped orchestration layer. Routes translated enterprise context directly to open-weight AI models (e.g., Llama, Qwen, DeepSeek) managed locally via Ollama, ensuring proprietary logic never touches a public API.
Supported Integrations
- Legacy ERP: Read-only ingestion and egress sync pipelines for SAP, Oracle, and Odoo.
- Relational DBs: MS SQL, PostgreSQL, and legacy industrial historians.
- AI Frameworks: Native orchestration for Ollama, vLLM, and HuggingFace local nodes.
- Compliance: Ready for regional e-invoicing schemas (e.g., UBL-TR) and hardware PKCS#11 modules.
Deployment Requirements
- Environment: Bare-metal Linux (Ubuntu/Debian) or air-gapped Kubernetes clusters. No outbound internet required post-deployment.
- Compute: GPU-accelerated sovereign nodes (e.g., NVIDIA RTX series) recommended for sub-second LLM inference latency.
- Security: Ed25519 hardware-fingerprinted cryptographic licensing binds the engine strictly to authorized internal hardware.
Network Topology
Holonomic State Routing Across an Event-Driven Star Topology
Holonomic Event Bus & Message Fabric
Powered by NATS JetStream with BLAKE3 state anchoring. Serves as the central coordinate space (N0) for zero-loss message transport and continuous Lie group state verification.
Sovereign Ingestion Engine (Go)
Extracts read-only binary streams directly from legacy ERP relational storage (PostgreSQL) with zero write-footprint. Enforces strict schema canonicalization before routing.
Analytical Engine (Python & DuckDB)
Embedded OLAP processing layer executing low-latency vector transforms and in-memory Parquet staging for real-time RevOps and financial metrics.
Routing & Verification Kernel (Rust)
High-performance microsecond routing core utilizing nalgebra to compute SO(3) Lie algebra transformations and evaluate loop closures.
Local AI Inference Orchestrator
Air-gapped execution layer running local open-weights LLMs for autonomous document parsing, UBL-TR validation, and edge agent decision-making.