Knowledge Base

Zylvex is an engineering technology company developing the core operating architecture for the next generation of physical creation. We build platforms that unify CAD, simulation, and manufacturing through a central AI intelligence layer.

Many of the most important engineering challenges exist in secure, remote, or connectivity-constrained environments. By engineering an offline-first architecture, we ensure that critical manufacturing and design operations never depend on cloud latency or uptime.

ZylForge is not designed to replace CAD, but rather to act as the central intelligence layer above it. ZylForge coordinates constraint models and topological generation, and then exports standard formats (STEP, IGES) that interface cleanly with existing CAD ecosystems.

ZylForge natively understands constraints for 5-axis CNC machining, additive manufacturing (FDM, SLA, DMLS), and sheet metal forming. It dynamically adjusts generated topologies based on the selected manufacturing profile.

General LLMs operate on statistical language probabilities, which can hallucinate. Zylvex Engineering AI uses a strict Retrieval-Augmented Generation (RAG) architecture grounded in physical constants, materials science, and verified documentation. If the physics are wrong, the AI will not generate it.

Yes. Education is central to our mission. The Harmonia XR platform specifically targets engineering education, allowing students to interact with complex digital twins in immersive environments.

Yes. Enterprise deployments offer a true air-gapped on-premise installation. The AI reasoning engine, knowledge graph, and generation pipeline can all run locally on enterprise-grade hardware without any external telemetry.