The Single Source of Truth for Engineering Teams That Use AI
VectorOWL is the MBSE substrate that keeps your models, vectors, and constraints in one governed graph—so engineers, CI, and AI agents reason over the same structure.
The problem
When systems are tangled, risk is invisible
Cascading failures
One upstream change breaks downstream assumptions—and nobody sees it until integration.
Review bottlenecks
Traceability lives in slide decks and chat logs, not versioned structure engineers can diff.
Black-box decisions
AI agents draft code against stale or missing context—no URI, no log, no audit trail.
The solution
One graph. Three layers. Governed by default.
Graph
OWL reasoning gives your system formal, provable structure that survives scale and turnover.
Learn more →Vector
Semantic retrieval over simulations, telemetry, and documents—ranked by meaning, not keywords.
Learn more →Anchor
Hard constraints that override any probabilistic suggestion when safety or policy limits are hit.
Learn more →How it works
From model to deployment in three steps
Model in OWL
Assert structure, requirements, and relationships in a versioned ontology your team reviews like code.
Query with vectors + logic
Blend symbolic reasoning and semantic retrieval to find similar designs, anomalies, and gaps.
Deploy with anchors enforced
Hard constraints gate every release. Violations block merge—no silent drift into production.
Built for engineers
Model, query, and enforce from the CLI
# Define an entity with typed attributes $ vectorowl entity create --type Wing --attr area=20 # Retrieve similar designs by vector meaning $ vectorowl query --type Wing --similar-to "high-lift" # Enforce a hard constraint before release $ vectorowl anchor check --type stress --limit 150MPa
Product demo
See VectorOWL in action
Use cases
Built for safety-critical domains
Aerospace
Reuse past wing configurations by semantic similarity while anchors enforce FAA structural margins. No design ships without proof.
Automotive
Embed fleet telemetry into the vector space. Anomalies near known failure modes trigger alerts before failure, not after.
Infrastructure
Model dependencies as a governed graph. When upstream constraints shift, see exactly which nodes and teams are impacted.
Pricing
Scale from prototype to production
Get early access
Start building with VectorOWL
Join the early access program. We'll reach out within 24 hours with next steps.