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Transport
Article
Shane Scriven presenting on edge federated machine learning at the Mainstream Summit 2026, Perth Convention and Exhibition Centre
Artificial Intelligence
Machine Learning
Insight
Edge Computing

From Worthless Data to Intelligent Assets: Edge Federated ML at the Mainstream Summit 2026

SAS-AM Managing Director Shane Scriven presented on edge federated ML at the Mainstream Summit 2026 in Perth, addressing data silos, latency, and privacy barriers in asset management.
Australian bushfire fire lookout tower at sunset surrounded by eucalyptus forest representing critical public infrastructure
Advisory
Asset Condition
Asset Lifecycle
Condition Assessment

The Capital Investment Playbook: Building Defensible Business Cases for Public Sector Assets

A practical playbook for public sector asset managers: how to build evidence-based investment cases that survive treasury scrutiny, and what to do when the answer is still no.
Article
A long row of index cards in a drawer being straightened into perfect alignment
Maximo
Data Analytics
RCM

Maximo Data Quality Best Practice

Best practices for maintaining high-quality data in IBM Maximo. Covers asset hierarchy standards, failure code consistency, PM program alignment, data governance frameworks, and practical tips for keeping your Maximo data analytics-ready.
Article
ISO 55001
GFMAM
IAM

ISO 55001 Consulting: What to Expect and How to Prepare

Everything Australian asset owners need to know about ISO 55001 consulting. Covers what consultants actually do, gap analysis process, certification preparation, common findings, costs and timelines, and how to choose the right consulting partner.
Article
A new electrical substation being commissioned, with its switchgear complete and one indicator lit
ISO 55001
Risk Management
Asset Lifecycle

Operational Readiness and Assurance: A Complete Guide

A practical guide to Operational Readiness and Assurance (OR&A) for infrastructure projects. Covers the OR&A framework, key readiness dimensions, common failure points, and how to ensure new assets are truly ready for service.
Article
Watercolour comparing a coarse five step condition scale with a fine hundred point gradient
Condition Assessment
ISO 55001
Asset Lifecycle

Asset Condition Rating Methodology — 1 to 5 or 1 to 100?

A practical guide to asset condition rating methodologies. Covers how to design standardised rating scales, distinguish between simple and complex assets, implement consistent field assessments, and use condition data for renewal planning.
Article
A workshop tool wall with tools hung in neat order from small to large
IAM
RCM
Benchmarking

Maintenance Management Maturity Framework

A comprehensive guide to maintenance management maturity frameworks. Covers the five maturity levels, assessment methodologies, how to benchmark your maintenance capability, and practical strategies for progressing from reactive to optimised maintenance.
Article
A globe made of six interlocking segments
GFMAM
ISO 55001
IAM

What Is GFMAM? A Guide to the Global Forum on Maintenance and Asset Management

An accessible guide to the Global Forum on Maintenance and Asset Management (GFMAM). Covers the 40 Subjects, the Asset Management Landscape, how GFMAM relates to ISO 55001, and why it matters for Australian asset owners.
Article
An industrial electric motor with a vibration waveform above it and one early warning point
Predictive Maintenance
Machine Learning
Data Analytics

Predictive Maintenance with Machine Learning: A Practical Guide

A practical guide to implementing machine learning for predictive maintenance. Covers the algorithms that work, data requirements, common pitfalls, and a step-by-step implementation framework for Australian asset-intensive organisations.
Article
Artificial Intelligence
Edge Computing
Predictive Maintenance

Sovereign AI for Asset Management

Sovereign AI keeps asset data on Australian soil. Learn why data sovereignty matters for critical infrastructure, how edge computing enables local AI processing, and what asset owners need to know about deploying AI without cloud dependency.
Article
Maximo
Data Analytics
ISO 55001

Maximo Data Quality: Why It Matters and How to Fix It

A practical guide to improving IBM Maximo data quality for asset management. Covers common data quality issues, their impact on analytics and decision-making, and proven remediation strategies for asset hierarchies, failure codes, and maintenance plans.
Article
A measuring tape running up the face of a stepped structure
IAM
ISO 55001
GFMAM

Asset Management Maturity Assessment: Framework and Guide

A comprehensive guide to asset management maturity assessments covering the IAM framework, GFMAM 40 Subjects, ISO 55001 alignment, and practical implementation advice for Australian asset owners seeking to benchmark and improve their asset management capability.

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