Where theory Meets reality

A tougher 2026 GFMAM scheme makes ISO 55001 certification harder to earn. But certification proves conformance, not capability. Here is the difference, and how to close the gap.

Splitting Melbourne's trains in 1999 tested who carries renewal and condition risk under short franchises over long lived assets. The wins, the failures and the

The asset management story of Melbourne's public rail era — the wins of integrated public stewardship, and the renewal funding tension that set up privatisation

Ageing utility infrastructure is forcing a shift from scheduled replacement to in-situ maintenance. Here's what that means for service delivery.

Maintenance work orders are the richest record of how your assets fail. We took 3,126 real work orders, classified them against a real FMEA, and found 337 the FMEA missed.

Last week's AI news was a procurement story. Asset owners should be reading their AI contracts. Six stories that move vendor risk from a slide to a register row.

AI compresses RCA from weeks to minutes. But if that speed up runs through a consumer chatbot, your sovereign data posture is already gone. Here is what sovereign RCA looks like in practice.

Last week in AI wasn't a capability week. It was a governance week — and every one of the six stories maps to a line on an asset owner's risk register.

How SAS-AM rebaselined 12,000 asset records across GeelongPort's estate in two months, standardising nomenclature and connecting condition data directly to Maximo via Unique Element Identifiers.

Seven AI developments from one week that directly affect asset owners. Why AI needs lifecycle management, risk governance, and performance monitoring — mapped to ISO 55001.

Victorian councils underspent $820M on capital works while renewal ratios hit a 9 year low. Download the free whitepaper analysis of all 79 councils.

How ML models refine FMEA probabilities using real operating data. A practical framework for integrating AI outputs into RCM decision logic.