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Insights

Practical thinking on AI, data, and architecture

Straight talk for Australian government and enterprise teams navigating AI adoption - no hype, no vendor spin.

Sector Briefing44 days to the deadline

NSW Local Government Brief

60 days. Every NSW council needs AI governance.

NSW Audit Office Report #418 directs every council to have fit-for-purpose AI governance in place by 30 June 2026.

60% of NSW councils have no AI policy. 89% have no AI strategy. The mandate applies to every council, regardless of size.

We have built fit-for-purpose AI governance frameworks for Australian local government inside 30 days. Here is the 4-week pathway.

AI Strategy & Leadership6 min read

Why Make the Shift to Enterprise AI — Part 1 of 3

The first instalment of our three-part Thursday series unpacks why Australian enterprises are quietly walking away from "big platform" thinking — and what the shift to composable, AI-native stacks really delivers for CIOs and CTOs in 2026.

May 2026Read further
Strategy5 min read

5 Signs Your AI Pilot Is About to Stall (And How to Save It)

Most enterprise AI pilots never reach production. Here are five warning signs your AI project is about to stall — and a practical playbook for getting it back on track before momentum dies.

May 2026Read further
AI Governance5 min read

The Agentic AI Governance Gap: Why Boards Should Be Asking Better Questions in 2026

By the end of 2026, 40% of enterprise apps will ship with AI agents — but most boards can't yet answer who owns those agents or how to stop them. Here's what real AI governance looks like, and why mid-market firms have the advantage if they move now.

May 2026Read further
Strategy5 min read

How to Assess Your AI Readiness in 5 Steps

A practical 5-step framework for mid-market leaders to honestly assess their organisation's AI readiness — covering data, use cases, capability, governance, and the learning loop that turns pilots into measurable value.

April 2026Read further
AI Strategy & Leadership5 min read

40% of AI Agent Projects Will Fail by 2027. Here's What Separates the Survivors.

Gartner predicts 40% of agentic AI projects will fail by 2027, while successful AI adopters invest 4× more in data foundations. Here's what separates the winners — and a practical playbook for CTOs and digital leaders.

April 2026Read further
Strategy5 min read

Stuck in AI Pilot Purgatory? A 5-Step Framework to Move From Demo to Production

Eighty per cent of enterprises have launched an AI pilot. Fewer than fifteen per cent have got one into production. A practical 5-step framework on how to close the gap between demo and deployment.

April 2026Read further
AI Governance5 min read

Agentic AI Is Moving Faster Than Your Governance. Here's How to Close the Gap.

By end-2026, 40% of enterprise applications will embed AI agents — and 40%+ of those projects will be cancelled by 2027. The difference between success and failure is governance. Here's how CTOs, CIOs and Heads of Digital can close the gap this quarter.

April 2026Read further
Strategy7 min read

Is Your Organisation Actually Ready for AI? A 5-Step Readiness Audit

Most AI projects fail not because the technology doesn't work, but because the organisation wasn't ready. Here's a practical 5-step readiness audit you can run before your next AI initiative.

April 2026Read further
Strategy6 min read

Agentic AI Is No Longer a Pilot Project — Here's What That Means for Your Business

Gartner predicts 40% of enterprise applications will feature AI agents by end of 2026 — up from less than 5% a year ago. For technology leaders, the question is no longer whether to adopt agentic AI, but how to scale it safely and strategically.

April 2026Read further
AI Strategy & Leadership12 min read

The Three-Person AI Delivery Team: What Large Organisations Need to Restructure Now

A Product Manager, an Enterprise Architect, and an AI Engineer. Three people. One work package. Outcomes that would have required a team of eight to twelve twelve months ago. This is not about reducing headcount - it is about optimal configuration. And the window to get ahead of it is now.

2026-03-23Read further
Strategy8 min read

Stop paying for SaaS. Start running AI services.

Organisations are paying millions in SaaS subscriptions for capabilities that AI microservices can now deliver at a fraction of the cost built to your exact workflows, owned by you, and improving over time.

March 2025Read further
Architecture9 min read

Enterprise architecture patterns for AI integration in government and enterprise

Most AI projects fail not because the models are wrong, but because the architecture wasn't designed to absorb them. These patterns help you get it right from the start.

February 2025Read further
Cyber Security8 min read

ASD Essential Eight and AI systems: what you need to know

The ASD Essential Eight was designed for traditional software environments. As AI systems proliferate across government and enterprise, new questions arise about how the framework applies.

February 2025Read further
AI Governance6 min read

Shadow AI in government: the risk hiding in plain sight

Employees across government are using AI tools their agencies have not approved. This is shadow AI, and it represents a governance, security, and compliance risk that most agencies are not prepared for.

January 2025Read further
Strategy8 min read

How to run an AI readiness assessment: a practical guide

Before investing in AI, organisations need to understand where they actually stand. An AI readiness assessment answers the questions that determine whether AI projects will succeed or fail.

January 2025Read further
Data Strategy7 min read

Data governance as AI infrastructure: why it comes first

Organisations that treat data governance as a compliance burden will struggle to deploy AI at scale. Those that treat it as infrastructure will find AI dramatically easier to build and operate.

December 2024Read further

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A free, practical checklist for Australian government and enterprise teams assessing AI governance readiness.

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