troubleshooting, bidding analysis, compliance checks, and knowledge retrieval, all orchestrated through customizable AI agents that work across enterprise systems like ERPs and CMMS. The system operates securely, offering on-prem or private cloud deployment and traceable output tied to internal data. Intended to help teams overcome information overload, it streamlines operations and surfaces relevant knowledge exactly when it's needed.