Insights
Practical writing on AI in production software, automation, and operations.
Latest article
Our most recent writing on building and running custom software.
How Much Does Custom Software Cost in NZ? (2026 Guide)
Typical NZD price ranges for custom business software, from small tools to larger systems, what drives the cost, and how to keep a build predictable.
More articles
Where AI Actually Pays in Financial Advice and Accounting
Advice firms do not need more AI hype. They need hours back. The proven wins are file notes, document processing, and content reuse — always with a human signing off.
From AI Pilot to Production: Why Most Teams Stall
Nearly nine in ten companies use AI somewhere. Far fewer redesign workflows enough to move EBIT. Here is a practical path from demo to durable production value.
Build vs Buy AI Agents in 2026: A Decision Framework
Packaged agent platforms are fast. Custom agents win on unit economics and control at scale. Use this framework before you commit budget.
When Custom Software Beats Another SaaS Seat
Generic tools are fine until your workflow is the product. We cover the signals that custom portals and internal tools pay for themselves.
Automation That Pays Back: Prioritize by Margin, Not Noise
Not every process deserves a bot. Score work by volume, error cost, and cycle time so automation funding follows real margin, not shiny demos.
Recommended reading
External research we return to when advising on AI and automation decisions.