# Asset-Centric Intelligence Layer Renacore's product is an **intelligence layer** that sits *over* existing plant control systems rather than replacing them. It is **asset-centric**: the unit of analysis is a critical asset (a specific compressor, turbine, pump), not a dashboard of raw tags. ## What it does - Ingests live signals **read-only** from SCADA / PLC / historian — no hardware replacement, no control-loop access. - Applies physics-informed AI to forecast **failure risk 30 / 60 / 90 days out**. - Surfaces live insights within **<30 days** of integration. - Outputs per asset: **failure probability, Remaining Useful Life (RUL), health score, Trip Risk %, Latent Degradation Index**. - Drafts work orders into the CMMS for a human to approve (agentic triage, human-in-the-loop). ## Why "layer," not "platform" The word matters. A layer is additive and low-risk; it doesn't ask the plant to migrate. This is the concrete embodiment of [[The OT Intelligence Layer]] — value accrues to whoever owns the asset-level reasoning on top of the existing OT stack, without owning the controls. ## The wedge Start on 1–3 critical assets, prove lead-time improvement, then expand across the train and fleet. The read-only constraint is what makes the wedge installable in weeks. See [[Renacore/Architecture and Infrastructure]] and [[Deployment Velocity]]. ## Related - [[Renacore MOC]] - [[The OT Intelligence Layer]] - [[Renacore/The Reactive Maintenance Gap]] - [[Digital Twins]] - [[Knowledge Graphs for Industrial Data]]