Guides and essays onrunning an AI workforce.
For the leaders turning AI ambition into operating advantage, written from inside the work.
All pieces
Enterprise AI ROI: the 2026 guide.
AI ROI
AI ROI statistics 2026, with every source.
AI ROI
How to measure AI ROI: a framework for finance and IT.
AI ROI
Is it true that 95 percent of AI pilots fail?
AI ROI
How long does AI take to pay back?
AI ROI
AI ROI calculator.
AI ROI
The AI business case: a template finance will sign.
AI ROI
The total cost of ownership of enterprise AI.
AI ROI
AI cost against employee cost: the honest comparison.
AI ROI
When to stop an AI pilot: setting kill criteria.
AI ROI
The AI productivity paradox: why personal gains miss the P&L.
AI ROI
The AI value gap: what the leaders do differently.
AI ROI
Who owns AI ROI: the CFO, the CIO or the Chief AI Officer?
AI ROI
How to reduce AI token costs.
AI cost
Why AI costs spike, and how to stop the next one.
AI cost
How to set Cursor and GitHub Copilot spend limits.
AI cost
How to set Azure OpenAI, Bedrock and Vertex AI spend limits.
AI cost
FinOps for AI: what changes when the bill is tokens.
AI cost
How to set your company's AI budget for 2027.
AI cost
How to set spending limits in OpenAI.
AI cost
How to set spending limits in Anthropic and Claude Code.
AI cost
AI spending limits compared: what each provider lets you cap.
AI cost
What Uber and Tesla's AI spending caps teach finance teams.
AI cost
How to measure the ROI of AI agents.
AI ROI
What to look for in an AI cost management platform.
AI cost
What to look for in an AI governance platform.
AI governance
Choosing an enterprise AI platform in New Zealand.
AI-native operating system
Building an effective AI governance framework.
AI governance
AI cost visibility: what the KPMG survey shows.
AI cost
What is the AI-native operating system?
AI-native operating system
AI spend management: how to see and control what your company spends on AI.
AI cost
Why AI pilots fail to reach production.
Pilots and delivery
What to control in an AI estate, and who owns it.
Agent governance
Shadow AI agents are not shadow AI tools: how to build an AI agent inventory.
Shadow AI
AI governance in New Zealand: what the rules are, and what a board should ask.
AI governance
Our vision and mission.
Company
How to track LLM costs per team and project.
AI cost
Showback or chargeback: how to allocate AI costs by team.
AI cost
How to set token budgets and spending limits for AI agents.
AI cost
What should a CFO be able to see about AI spend?
AI cost
What does an AI agent cost to run, per month and per task?
AI cost
How do we get an AI agent approved in a large organisation?
Pilots and delivery
How to scale an AI pilot across the company.
Pilots and delivery
How New Zealand businesses get AI from pilot to scale.
Pilots and delivery
An AI use policy template for New Zealand businesses.
AI governance
What should the board's quarterly AI report contain?
AI governance
How to manage shadow AI without blocking it.
Shadow AI
AI governance in Australia: what the rules ask of a board.
AI governance
Australia's AI disclosure deadline: what to do before 10 December.
AI governance
Singapore's agentic AI governance framework, explained.
AI governance
What counts as an AI agent, and what belongs in the inventory?
Agent governance
How to retire an AI agent and take back its keys.
Agent governance
What is an AI control plane, and how does it differ from an AI gateway?
Control plane