Insights
Twelve cornerstone articles on the things that actually matter when you're shipping AI in an Australian regulatory environment. Plus shorter pieces as the work surfaces them.
Featured
AI Governance · 13 min read
What the Voluntary AI Safety Standard's 10 guardrails actually mean in practice — and how to implement each one without paralysing the AI work that's already moving.
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CornerstoneAI Governance · 12 min read
How AI engagements map to APRA's existing prudential standards — what CPS 234 (information security), CPS 230 (operational risk) and CPG 235 (data risk) require of any AI system you put in production.
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CornerstoneGenerative AI Implementation · 14 min read
A decision framework for when retrieval-augmented generation earns its keep, when fine-tuning is the right answer, and when prompting alone is enough. With the cost-and-latency reality of each in 2026.
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CornerstoneAI Strategy & Roadmapping · 12 min read
What AU buyers actually pay for AI consulting in 2026 — who's pricing what, where the bands are moving, and how to read a proposal.
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CornerstoneAI Strategy & Roadmapping · 14 min read
The pattern is consistent enough to be useful. What separates AI pilots that ship into production from the ones that quietly die six months in.
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CornerstoneAI Strategy & Roadmapping · 12 min read
The numbers a CFO needs to see before approving AI investment — and how to keep them honest after the system ships.
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CornerstoneAll insights, grouped by cluster
What AU buyers actually pay for AI consulting in 2026 — who's pricing what, where the bands are moving, and how to read a proposal.
12 min read · Cornerstone
The diagnostic companion to the AI Readiness Assessment. The dozen questions that filter "ready to build" from "needs to do other work first."
9 min read · Cornerstone
The pattern is consistent enough to be useful. What separates AI pilots that ship into production from the ones that quietly die six months in.
14 min read · Cornerstone
The numbers a CFO needs to see before approving AI investment — and how to keep them honest after the system ships.
12 min read · Cornerstone
The questions to put in an AI consulting RFP that filter the firms with engagement-shipping depth from the firms that are reselling someone else's platform.
8 min read · Cornerstone
A decision framework for when retrieval-augmented generation earns its keep, when fine-tuning is the right answer, and when prompting alone is enough. With the cost-and-latency reality of each in 2026.
14 min read · Cornerstone
When to use an off-the-shelf AI product, when to build your own integration, when to fine-tune — with the trade-offs that matter at AU mid-market scale.
10 min read · Cornerstone
What the Voluntary AI Safety Standard's 10 guardrails actually mean in practice — and how to implement each one without paralysing the AI work that's already moving.
13 min read · Cornerstone
How AI engagements map to APRA's existing prudential standards — what CPS 234 (information security), CPS 230 (operational risk) and CPG 235 (data risk) require of any AI system you put in production.
12 min read · Cornerstone
How the APPs apply to LLM-using systems — what consent looks like, where the data flows trip the OAIC's expectations, and the practical guardrails.
13 min read · Cornerstone
The questions a board should ask management about AI. Aligned to the Voluntary AI Safety Standard and the audit-committee-friendly framing AU boards actually need.
9 min read · Cornerstone