Where theory Meets reality

More than ten in person sessions and more than 150 people trained to the ICML MLA and MLT bodies of knowledge, for MAINSTREAM Community's Asset Schools.

A one day, evidence led workshop that took a leadership team from a crowded AI conversation to a ranked top three, each owned and dated, plus a live prototype of their first choice.

What Victoria's capital maintenance plan obligation requires of retirement village operators, what the Act leaves to you, and what we learned building three plans.

Where ISO 14224 stops prescribing and your engineering judgement begins, and how to map the hierarchy onto your CMMS.

Five findings on Australian mining fleet reliability, drawn from ABS statistics, peer reviewed measurement and the patent register. Free 63 page whitepaper, 118 references.

Examines which asset maintenance roles are genuinely exposed to AI automation and which are structurally protected by judgement work.

The week capable AI stopped requiring you to hand your asset data to someone else, and what open weight models mean for running AI inside your own perimeter.

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.

Melbourne has had a taste of free public transport. An asset management view of how AI enabled asset intelligence could make the subsidy affordable and fund nea

How the Metro Tunnel, the High Capacity Metro Train fleet and high capacity signalling handed Melbourne's operator a step change in asset complexity and value,

The asset management wins and challenges of Melbourne's Metro Trains era, MR3 and MR4, and why performance regimes shape how rail assets are cared for over the

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