Services Solutions · Predictive Maintenance Intelligence for Industrial Infrastructure

SPG PMPlus

SPG PMPlus is an enterprise predictive maintenance platform, available as both a SaaS operational interface and developer API. Developed through rigorous applied research in collaboration with leading academic institutions, it applies across rail networks, port infrastructure, marine assets, energy installations, and industrial plant — forecasting asset degradation before it occurs and delivering ranked intervention priorities, optimised maintenance schedules, and network-wide health visibility that operations teams can act on immediately.

Aerial view of wind turbines, railway, and industrial grid with AI predictive maintenance analytics overlay

PREDICTIVE MAINTENANCE / AI · SCHEDULING

Unplanned disruptions

−40%

Maintenance efficiency

+35%

Failure forecast lead time

+14 days

Illustrative results from representative deployments; not a guarantee of outcome.

Capabilities

What this platform does

Each capability is a deployed module — not a feature on a roadmap. Engagements typically begin with a 4-week scoping exercise to confirm fit against your operational data and constraints.

01 / 05

Failure risk forecasting

Continuously analyses real-time sensor readings and historical maintenance records to assign per-asset failure probability scores, ranked by urgency and safety impact.

02 / 05

Intelligent maintenance scheduling

Translates risk scores into optimised work order sequences, balancing safety thresholds, maintenance resource availability, and operational possession windows.

03 / 05

Network-wide health monitoring

Provides a spatial overview of asset degradation across the entire infrastructure network, flagging at-risk clusters before cascading service disruptions occur.

04 / 05

Proactive intervention planning

Recommends the appropriate intervention level — inspection, light repair, or full replacement — weeks in advance, enabling budget planning and contractor scheduling.

05 / 05

Cross-infrastructure adaptability

Core architecture is domain-agnostic: validated on railway tracks, directly applicable to marine pipelines, water distribution networks, energy installations, and port infrastructure.