Product

VectorOWL Architecture

A hybrid reasoning substrate for agent-ready systems engineering. Four layers. One runtime. Governed by default.

System Architecture

┌─────────────────────────────────────────────────────────────┐
│                    CAD / CAE / PLM Tools                    │
│               (CATIA, Ansys, MATLAB, custom)                │
└──────────────────────┬──────────────────────────────────────┘
                       │ Model Context Protocol
                       ▼
┌─────────────────────────────────────────────────────────────┐
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐          │
│  │   Ontology  │  │   Vector    │  │   Anchor    │          │
│  │    Layer    │  │    Layer    │  │    Layer    │          │
│  │  OWL / RDF  │  │ HNSW / Faiss│  │  SMT / Rules│          │
│  │  SPARQL     │  │  Embeddings │  │  Constraints│          │
│  └─────────────┘  └─────────────┘  └─────────────┘          │
│         \                │                /                 │
│          \               │               /                  │
│           ▼              ▼              ▼                   │
│               ┌─────────────────────────────┐               │
│               │      Hybrid Reasoning       │               │
│               │   α · Symbolic + (1−α) ·    │               │
│               │      Vector Similarity      │               │
│               └─────────────────────────────┘               │
│                          │                                  │
│                          ▼                                  │
│               ┌─────────────────────────────┐               │
│               │   IdentityRegistry + DAG    │               │
│               │   ContextUpdate Events      │               │
│               └─────────────────────────────┘               │
└─────────────────────────┬───────────────────────────────────┘
                          │ gRPC / stdio
                          ▼
┌─────────────────────────────────────────────────────────────┐
│              MCP Hosts (Claude, Cursor, etc.)               │
└─────────────────────────────────────────────────────────────┘

Features

Four layers, one substrate

Ontology Layer

OWL/RDF triple store with SPARQL access. Formal axioms, satisfiability checks, and subsumption reasoning for traceable system structure.

Vector Layer

HNSW / Faiss approximate nearest-neighbor indexing over embeddings from CFD, FEA, telemetry, and documents. GPU-optional.

Anchor Layer

Deterministic constraints via SMT solvers and rule engines. Scalar, relational, and functional anchors with severity levels and audit logs.

MCP Coordination

Model Context Protocol servers at tool boundaries. ContextUpdate events propagate through a dependency DAG with an IdentityRegistry.

API Reference

gRPC/protobuf API with OpenAPI documentation. Entity CRUD, vector queries, anchor checks, and graph traversal.

View API Docs

Self-Hosted

Run on your own infrastructure. Single binary. No external dependencies except a triple store and optional GPU for embeddings.

Install Guide

Cloud

Managed VectorOWL hosted by us. SSO, audit logging, and SLA-backed support for teams that need zero ops overhead.

View Pricing