Engineering

An LLM-driven agent that reasons over thermodynamics problems and runs simulations through a connected DWSIM kernel.

An MCP server that exposes DWSIM's chemical-process simulation engine to LLM agents through safe, composable tools and resources.

The umbrella agent platform for chemical engineering — coordinates thermodynamics, simulation, drawing, and document agents through a shared UX.

Read/write services for CAD systems, exposed as a uniform interop surface for the rest of the platform.

Document knowledge extraction

Extract design parameters, equipment specifications, and operating conditions from engineering design documents, technical specifications, and vendor documentation (for example drawing legends and datasheets) with source-anchored provenance.

Semantic data integration

Integrate simulation results, CAD and drawing artefacts, and document-sourced knowledge into a unified, ontology-aligned engineering knowledge graph across tools such as DWSIM, AutoCAD, and other industry-standard packages.

Auditable digital thread

Trace every design decision from source document paragraph through extracted parameter, simulation result, and final deliverable — meeting regulatory assurance requirements across regulated engineering sectors.

AI agent orchestration

Coordinate AI agents that read engineering documents, run simulations, and draft drawings while engineers review and approve at formal gates — ensuring nothing enters the design record without human sign-off.