AI constrained by physical law.
Unlike generic AI systems, our AI architecture is designed to incorporate material behaviors, mechanical equations, and ISO tolerancing standards as hard validation constraints — ensuring outputs conform to physical law rather than just statistical patterns.
Built for Performance
We control our stack from the geometry kernel to the local neural network inference engine.
Physics-Constrained AI
Our AI model is bounded by real-world equations (static stress, load coefficients, and material yield parameters). It does not hallucinate impossible designs; it validates structural shapes dynamically.
B-rep/Mesh Hybrid Kernel
Zylvex's proprietary geometry engine maintains synchronized analytical curves (B-rep) and finite elements (Mesh) simultaneously, eliminating mesh translation delays and coordinate offsets.
Offline-First Platform
Following ADR-002, ZylForge handles parametric calculations and model inference locally on your workstation GPU/NPU. Keep working on assembly lines with zero network lag and total security.
Sandboxed Plugin SDK
Under ADR-003, our plugin runtime is fully isolated to protect user systems. Developers can write C++/Python extensions for CAD/CAM features without compromising host security.
Security, IP Protection, & Compute Model
On-Device Data Sovereignty
Mechanical designs and structural files are the core intellectual property of engineering organizations. Zylvex does not train public AI models on customer drawings. All AI prompts, geometric constraint audits, and toolpath suggestions are processed entirely on-device using local models. Your parameters never leave your local environment.
Hybrid Cloud Compute Bounds
ZylForge resolves basic static stress and thermal analysis locally. For advanced simulation runs (multi-million mesh fluid dynamics, massive multi-assembly vibration scans), the client connects to secure, single-tenant private cloud nodes. The design data is streamed over highly encrypted channels (TLS 1.3) and instantly wiped from remote RAM once the simulation vectors compile.
Plugin Isolation (ADR-003)
Our desktop shell incorporates a sandboxed plugin SDK. External solvers, CAM export formats, and custom ERP integrations run in isolated threads with restricted system permissions. This safeguards against malicious script execution and file system corruption inside sensitive prototyping labs.