---
title: Earlier thoughts
author: Rachel McBride
collection: Earlier thoughts
source: https://ip.rowanadvisory.co.nz/earlier-thoughts/
---

# Earlier thoughts

**Earlier thinking.** Written in early-to-mid 2026, when my work centred on AI and workflow redesign. I've kept it for the record. It predates my current frames. For where I am now, start with [Working frames](https://ip.rowanadvisory.co.nz/).

- [Why Copilot can't fix what's actually broken](https://ip.rowanadvisory.co.nz/earlier-thoughts/why-copilot-can-t-fix-what-s-actually-broken/) — The reason AI keeps underwhelming in your organisation isn't the model, it's that knowledge work was never designed to be operated on. No smart layer fixes that.
- [Observation: The grunt-work machine (NZ edition)](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-the-grunt-work-machine-nz-edition/) — Notes on how high-value work gets pulled into low-value effort inside modern businesses.
- [Observation: Not all AI is the same job](https://ip.rowanadvisory.co.nz/earlier-thoughts/not-all-ai-is-the-same-job/) — The leaders getting real leverage from AI dont ask "which tool?" they ask "which phase of the work am I in?"
- [Observation: Your judgement is more valuable now, not less](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-your-judgement-is-more-valuable-now-not-less/) — AI replaced the grunt work you were overqualified for, your judgement is more valuable now, not less.
- [Artefact: Daily Capture](https://ip.rowanadvisory.co.nz/earlier-thoughts/artefact-daily-capture/) — How I collect ideas safely, without turning every thought into a commitment.
- [Observation: Saying “no” to AI doesn’t stop AI use. It drives it underground.](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-saying-no-to-ai-doesnt-stop-ai-use-it-drives-it-underground/) — Banning AI use doesn’t remove risk; it pushes it out of sight.
- [Observation: The organisations getting ahead aren't adding tools. They're removing friction.](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-leverage-comes-from-removing-friction-not-adding-capability/) — Real leverage comes from removing friction, not adding capability.
- [Observation: Copying your best performer doesn't scale. Their workflow isn't transferable, the pattern underneath it is](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-personal-excellence-doesnt-scale-by-imitation/) — Ways of working don’t scale by copying tools; they scale when judgment is transferable.
- [Observation: Your senior leaders are spending their day typing when they should be deciding.](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-the-judgment-keyboard-mismatch/) — Businesses value judgement, but organise work around typing and memory.
- [Artefact: Daily HQ](https://ip.rowanadvisory.co.nz/earlier-thoughts/artefact-daily-hq/) — How I decide what moves forward and why most things don’t.
- [Observation: Delay creates hidden failure modes](https://ip.rowanadvisory.co.nz/earlier-thoughts/observation-delay-creates/) — Delayed operating change under AI creates quiet, compounding risk.

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*The frames are mine; the thinking's in the open · archived 2026-06-22. Current frames: [Working frames](https://ip.rowanadvisory.co.nz/). Get in touch: [rachel@rowanadvisory.co.nz](mailto:rachel@rowanadvisory.co.nz).*

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*Earlier thoughts · ip.rowanadvisory.co.nz/earlier-thoughts/*