Ridgeline AI, an Element 29 company

Industry

Industrial Operations

Plant and asset data is rich but fragmented across SCADA, historians, CMMS/EAM, inspections, and crew notes - and the decision layer is built by hand.

Operating context

The operating reality.

Industrial sites generate rich process and maintenance data, but the decision layer is still assembled across disconnected systems and crew knowledge.

01

The signals are disconnected.

Process telemetry, historian trends, work orders, inspections and crew notes rarely resolve into one asset picture.

02

The next action is the hard part.

Priority depends on failure mode, production consequence, parts, crew qualification and the available operating window.

03

The horizons should agree.

Tomorrow's dispatch and the five-year capital plan can draw on the same asset and consequence graph.

04

Some evidence needs eyes.

Computer vision, thermal and acoustic inspection, and edge inference extend the model beyond tags and records.

IT and OT

The seam.

Business systems do not talk to equipment systems, and the question that matters needs both. This is the seam the platform closes.

Fig. The IT/OT seamPRINCIPLE

IT

Business systems

  • ERP
  • CMMS
  • Work orders
  • Inventory

OT

Equipment systems

  • SCADA
  • Historians
  • Vibration
  • Thermography

The question that needs both

Which asset should this crew touch first tomorrow, and what does deferring it cost?

Evidence in context

Systems stay authoritative. Decisions become connected.

Typical evidence

  • · SCADA
  • · Historians
  • · CMMS/EAM
  • · Inspections
  • · Work orders
  • · Inventory

Decisions supported

  • · Work prioritization
  • · Failure prevention
  • · Crew dispatch
  • · Capital planning
Scroll · 01 / 01

VULCAN / first engagement

Before the platform, the count.

The VULCAN estate diagnostic is the first engagement. The eight gates are the same on every estate.

PRINCIPLE

This estate / unit of account

The asset and its control loop

Carries the work order and its permit.

A design commitment, not a deployment claim.

The diagnostic on this estate

The eight gates and the full method →