Autonomous · AI-native · No build required

Autonomous Systems Engineering Platform

One ontology-grounded graph that drafts requirements, synthesizes complex safety assessments, reasons about architecture, propagates change impact, manages verification evidence, and synchronizes your engineering toolchain. Engineers review and approve. One runtime. Governed by default.

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System Architecture

+-------------------------------------------------------------+
|           CAD / CAE / PLM / MBSE & Req. Mgmt Tools          |
|   (CATIA, Ansys, MATLAB, Cameo MBSE, DOORS, JAMA, custom)   |
+-----------+-----------------------------+-------------------+
            | Model Context Protocol      | Direct schema      
            | (live tool calls)           | mapping (import)   
            v                             v                    
+-------------------------------------------------------------+
|                  Agentic Entity Generation                  |
|      +-------------+  +-------------+  +-------------+      |
|      | Requirement |  |   Function  |  |  Component  |      |
|      |    Agents   |  |    Agents   |  |    Agents   |      |
|      |  decompose  |  |   allocate  |  |  synthesize |      |
|      +------+------+  +------+------+  +------+------+      |
|             |                |                |             |
|             v                v                v             |
|           +-------------------------------------+           |
|           |    Ontology-Grounded Entity Graph   |           |
|           |           typed, traceable          |           |
|           +-------------------------------------+           |
|                              |                              |
|                              v                              |
|               +-----------------------------+               |
|               |  Continuous Verification +  |               |
|               |  IdentityRegistry / Context |               |
|               +-----------------------------+               |
+-------------------------+-----------------------------------+
                          | Model Context Protocol             
                          v                                    
+-------------------------------------------------------------+
|         AI Tools  (Claude, Cursor, Copilot, agents)         |
+-------------------------------------------------------------+

System introspection

Live system reports at a glance

VectorMBE generates real-time reports on entity counts, graph topology, and requirement coverage with no manual querying required.

Features

One governed graph, end to end

Ontology-Grounded Entity Graph

OWL/RDF triple store with SPARQL access. Imports SysML v1/v2, UML 2.x, and Ecore/XMI natively. Blocks, requirements, state machines, allocations, and flows become typed, traceable graph nodes and edges automatically.

Agentic Entity Generation

Requirement, function, and component agents decompose intent, allocate behavior, and synthesize design entities directly into the graph. Every generated entity is typed against the ontology and linked back to its source.

Dual Import & MCP Coordination

Ingest through Model Context Protocol servers for live tool calls, or via direct schema mapping that lands CAD/CAE/PLM/MBSE exports straight into the entity graph. IdentityRegistry tracks every entity across both paths.

Continuous Verification

ContextUpdate events re-check requirements, allocations, and constraints on every change. Traceable subgraphs answer plain-English queries like "Which functions satisfy requirement R-042?" — grounded in the ontology, not guessed.

API Reference

REST API with OpenAPI documentation. Entity CRUD, vector queries, 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 VectorMBE hosted by us. SSO, audit logging, and SLA-backed support for teams that need zero ops overhead.

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