RAPID AI Docs
Engineering intelligence for industrial reliability. Physics-grounded stability analysis, fault diagnosis, and maintenance planning — built for the machines that cannot stop.
RAPID AI is a reliability intelligence platform for industrial machinery. It combines physics-based signal analysis with AI diagnostics to predict failures before they happen, reduce unplanned downtime, and guide maintenance decisions with evidence — not intuition.
RAPID AI Platform
Section titled “RAPID AI Platform” The Story Why RAPID AI exists. The reliability philosophy. Minimize surprise in industrial systems.
The Product Three-track business model. Product strategy. Roadmap from MVP to platform.
The Engine Five-module physics pipeline. 263 rules. Signal → Faults → Fusion → Prognostics → Maintenance.
The Platform SvelteKit + FastAPI + PostgreSQL. Horizon canvas. RAPID Sense PWA. Contract layer.
The Intelligence AI diagnostician, agentic architecture, RAG knowledge base, API product.
The Practice Machine dependency, spare parts strategy, reliability project management, case studies.