Ideas on AI adoption
Practical thinking, research, and guidance on understanding and adopting AI in your business.
More thoughts
Explore our latest thinking on AI strategy and adoption.
1 Apr 2026 · 4 min read
When Good AI Work Becomes Invisible
The best AI implementations disappear into normalcy. If people are still impressed months later, it means they haven't truly adopted it. Invisibility is the goal.
28 Mar 2026 · 4 min read
The AI Lens: Seeing Your Business Processes Differently
The AI opportunity isn't hidden in the technology. It's hidden in how you look at your own processes. Developing that lens is trainable, and it changes everything.
25 Mar 2026 · 4 min read
When AI Models Change Underneath You
AI models update on schedules you don't control. Building reliable systems on shifting foundations is the new normal, and it requires a different mindset.
21 Mar 2026 · 4 min read
Getting Your Data House in Order for AI
AI is only as good as what you feed it. Research shows poor data quality costs businesses 15-25% of revenue. Most aren't ready for the AI projects they want to build.
18 Mar 2026 · 4 min read
AI Adoption: Meeting People Where They Are
AI adoption isn't a technology problem. It's a people problem. 70% of digital transformations fail due to people issues, not tech. Successful businesses bring their team along.
14 Mar 2026 · 4 min read
When AI Surfaces Data You Didn't Want to See
The most valuable AI insights are the ones that challenge you. Data that confirms what you believed is reassuring but doesn't change anything. Discomfort is a sign of progress.
27 Feb 2026 · 5 min read
Governance as Confidence (Not Constraint)
Good AI governance doesn't slow you down. It accelerates you. Risk-based frameworks let teams move fast where it's safe and apply controls where it matters.
27 Feb 2026 · 6 min read
Knowledge Capture Matters More Than Automation
Your domain experts' frameworks, decision patterns, and judgment calls are more valuable than any automation project. Here's how to capture them before they walk out the door.
27 Feb 2026 · 5 min read
Why 95% of AI Projects Fail (And It's Not the Technology)
After working with dozens of teams on AI adoption, the pattern is clear: the technology works fine. The failure isn't technical. It's organisational discipline.
7 Jul 2025 · 8 min read
Using AI Right Now: A Business Guide
A practical guide for New Zealand businesses on which AI tools to use and how to get real business value from them right now.
25 Jun 2025 · 6 min read
The "AI Cake Fallacy" - Why NZ Businesses can't have their AI Cake and eat it too
Stanford research reveals 41% of AI investments target the wrong areas. Learn the four zones of AI automation and why people-first adoption delivers better results.
23 Jun 2025 · 4 min read
Leading AI adoption with a clear vision
Companies with a formal AI strategy see 80% adoption success vs 37% without one. Learn how to define, craft, and share an AI vision that brings your team along.
1 Jun 2025 · 3 min read
Essential leadership skills for successful AI adoption
McKinsey says leadership is AI's biggest hurdle. Discover the essential skills NZ business leaders need to drive successful AI adoption and empower their teams.
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