ModelForge AI

ModelForge AI is an AI-powered copilot built specifically for Automotive Model-Based Development (MBD). It transforms natural language requirements into engineering-ready artifacts, reducing the manual effort involved in creating Stateflow charts, Simulink models, and embedded C software. Current development workflows require engineers to manually convert requirements into models before code generation and validation. General-purpose AI tools lack understanding of automotive-specific concepts such as Stateflow semantics, temporal operators, Mealy/Moore state machines, Simulink architecture, ISO 26262, and the V-Model. ModelForge AI fills this gap with a domain-aware AI assistant designed for embedded software engineers. Key Features: Stateflow Generator: Converts requirements into structured Stateflow specifications with states, transitions, entry/exit actions, temporal logic (after(), before(), every()), Mermaid state diagrams, and MATLAB scripts for automatic chart creation. Simulink Generator: Generates subsystem architecture, blocks, signal definitions, Mermaid block diagrams, and MATLAB scripts using the Simulink API. Embedded C Code Analyzer: Reverse-engineers legacy C code to extract function hierarchy, call graphs, state machine patterns, data flow, and software architecture diagrams. Model Explainer: An AI assistant that explains Stateflow, Simulink, MATLAB scripting, Model-Based Design, ISO 26262, verification & validation, and automotive software engineering concepts. Impact: ModelForge AI accelerates the MBD lifecycle by reducing repetitive engineering work, improving consistency, and enabling engineers to move from requirements to executable models in minutes instead of hours. Future enhancements include automatic Simulink model generation, MC/DC test case generation, Simulink Test Manager integration, AUTOSAR support, requirement traceability, and AI-assisted functional safety compliance.