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Overview

Quatrion is a geometry-aware spatial reasoning layer for CAD-heavy engineering teams. It helps teams run first-pass design-review agents over complex assemblies, with findings tied back to geometry instead of detached chat output.

Page summary

What Quatrion is, who it is for, and how the workbench, Spatial Brain, agents, evidence, and deployment model fit together.

What Quatrion is

Quatrion encodes a CAD assembly into a compact, query-ready spatial representation called the Spatial Brain. The Q-Agent Workbench gives engineers a desktop surface for loading assemblies, running reference agents, reviewing evidence, and replaying or comparing prior runs.

The system is built for early engineering triage: identifying questions, risks, and geometry-linked findings that should receive expert review, specialist-tool analysis, or formal validation.

Who it is for

  • Engineering buyers evaluating early access for CAD-heavy design-review workflows.
  • CAD, simulation, manufacturing, safety, ergonomics, and dimensional-management teams.
  • Enterprise security and architecture reviewers assessing deployment boundaries.
  • Technical diligence teams evaluating the product architecture without requiring proprietary implementation detail.

How the pieces fit

Q-Agent Workbench
The desktop engineering surface for model viewing, agent runs, overlays, run history, and evidence review.
Spatial Brain
The reusable spatial reasoning layer built from an assembly so agents can query geometry, part relationships, and derived context repeatedly.
Reference agents
First-pass design-review patterns for common review questions such as tolerance, forming risk, NVH screening, continuity, ergonomics, and part consolidation.
Evidence and provenance
Geometry-linked findings with part references, measurements, inputs, tool-chain metadata, outputs, and replay information.
Deployment model
Configurable deployment across local workstation workflows, on-prem Kubernetes, private cloud, and managed Kubernetes targets.

What Quatrion is not

  • It is not a replacement for CAD authoring tools, simulation solvers, PLM systems, compliance testing, or engineer approval.
  • It does not certify regulatory compliance.
  • It does not turn early-access benchmark results into a universal performance guarantee.
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Quatrion

A command-first desktop workbench for CAD-native engineering teams. Grounded answers from your own files, in your own environment.

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© 2026 QuatrionSpatial Brain™ is proprietary technology of Quatrion. All rights reserved.