Plant lifecycle management

From digital twin to trusted action.

For high-stakes plants, utilities, and industrial assets, RISE + Vyuh Labs connects the digital thread (engineering models, ERP, maintenance, historian, live controls, sensors, and standards) into a governed assurance layer. Agents detect conflicts, validate work, and produce cited, auditable decisions across the asset lifecycle.

The problem

A plant is a system of systems

Engineering, maintenance, the historian, live control, and ERP each hold one piece of the truth about the same equipment. Each is right on its own. The risk lives in the gaps between them, where no single system sees the whole picture.

DEXPI
Engineering model
R-501 is a pressure vessel
EAM
Work orders
Hot-work permit expired
Historian
Sensor history
Still holding 18 psig
OPC UA
Live control
Running at 268°F
ERP
Inventory
14,500 lb ethylene oxide

No one screen shows all five. That gap is where incidents come from.

How it works

From data to action you can trust

RISE runs a closed loop over your plant. Vyuh is the assessment and knowledge layer inside it, turning five systems into one model and one model into cited, auditable decisions.

01
Sense

Connect the systems

Read from engineering, maintenance, the historian, live control, and ERP, plus live sensors.

02
Contextualize

Reconcile into one graph

Resolve the same asset across every system and build one governed knowledge graph over the twin.

03
Decide & Plan

Bind the rules

Map cited standards to the equipment and run a deterministic assessment, with no model in the decision.

04
Act

Surface trusted findings

Return cited, auditable findings, with a person approving where it matters.

05
Learn

Keep it assured

Re-check on every change across the lifecycle. Verification at build, validation in operations.