Writing

Notes from work in progress

Essays and field notes — things I have noticed while building businesses, delivering complex projects, directing an AI-native ERP and trying to make AI-assisted work dependable. Written when there is something worth saying, not on a schedule.

TopicsBuilding and operating businessesMarkets and commercial systemsPhysical and digital deliveryEnterprise technologyAI-assisted work and governance

LatestEssay · 12 July 2026 · 3 min read

The Decision That Disappeared

AI tools helped our team move faster. They also made it easier to lose the reason behind a decision. What we changed, and what it taught me about working with AI.

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Series

NxSync ERP6 articles

Spine7 articles

Building and operating businesses2 articles

Market entry and commercial systems2 articles

Product and software delivery3 articles

More writing

10 July 2026Field Note · 2 min read

What Buildings Taught Me About Software

Fifteen years of physical projects — automation, AV, interiors — turned out to be surprisingly good preparation for leading enterprise software work. A field note on why.

Physical and digital delivery

8 July 2026Retrospective · 6 min read

The Only Metric That Matters: Are We Re-Explaining Less?

Most metrics for a knowledge tool measure activity — searches run, entries created. The one that actually predicts whether it's working is quieter: are we explaining the same thing to the same tool less often than we used to?

AI-assisted work and governance

6 July 2026Essay · 6 min read

Protecting the Core Without Freezing the Project

Constitutions, templates and core rules keep a project coherent — until they calcify into rules nobody can change even when the project has clearly outgrown them. Finding the line between governance and paralysis.

AI-assisted work and governance

3 July 2026Essay · 6 min read

Why Every AI Agent Should Read the Same Project Memory

Claude, Codex, Gemini, Cursor — each one builds its own private understanding of a project unless something makes them read from the same source. What that costs, and what a shared, tool-neutral memory actually requires.

AI-assisted work and governance

30 June 2026Field Note · 6 min read

The Handover Is Where AI-Assisted Work Breaks

Human to AI, AI to human, session to session — every handover is a place where context can silently drop. What a minimum viable handover actually needs to carry, learned from watching plenty of bad ones.

AI-assisted work and governance

18 June 2026Essay · 6 min read

From Requirement to Release: Keeping the Chain Intact

A requirement, a decision, a work package, an implementation, a release. Six months later, can you still walk the whole chain backward? Most teams can't — and don't notice until it matters.

AI-assisted work and governance

4 June 2026Essay · 6 min read

Project Memory Is Not Chat History

A searchable transcript of every conversation isn't the same as a project that remembers what it decided and why. The difference between chat history and project memory, and why conflating them cost us more than once.

AI-assisted work and governance

21 May 2026Essay · 6 min read

Why Some Operations Should Never Run Themselves

Disaster recovery is the one place where finishing the job on schedule matters less than refusing to run an operation you can't yet prove is safe. A principle, not a war story — and why I'd rather admit that than dress it up as one.

AI-assisted work and governance

30 April 2026Essay · 6 min read

An AI System Should Earn the Right to Act

Observation, explanation and recommendation are cheap. Action is expensive. A case for making AI-assisted systems climb a ladder of trust before they're allowed to touch anything that matters.

AI-assisted work and governance

9 April 2026Essay · 6 min read

Why Readiness Matters More Than a Green Status Badge

A green dot that says 'operational' tells you almost nothing. What should 'ready' actually mean for an enterprise system — and why a QA discipline built for a much smaller tool taught me the answer.

Enterprise technology

19 March 2026Essay · 6 min read

Commercial Architecture Must Begin Before Product Launch

Which markets, at what price, through which partners — for T57, these questions had to be answered before the product was ready, not after. Notes on pre-launch commercial discipline and what Gulfood actually tested.

Markets and commercial systems

26 February 2026Essay · 6 min read

One Platform, Many Businesses: The Real Work of Multi-Tenancy

Multi-tenancy is not a tenant_id column. It's a promise you have to keep in every query, every export, every AI-generated recommendation — and one leak anywhere makes the whole promise fiction.

Enterprise technology

5 February 2026Essay · 6 min read

What an AI-Native ERP Should Actually Mean

Adding a chatbot to an old ERP does not make it AI-native. A look at what actually has to change — the data model, the permissions, the approval flow — before an ERP deserves the label.

Enterprise technology

15 January 2026Field Note · 6 min read

Deterministic Numbers, Assisted Words

Sync Quote Gen taught me where AI belongs in a business document and where it absolutely does not. The totals are never negotiable. The narrative can be — within a fallback that always works.

Physical and digital delivery

18 December 2025Implementation Diary · 6 min read

How to Modernise a Live Trust Product Without Breaking It

SecureShare was already in daily use as a data room when it needed a rebrand, an interface transition and a domain cutover. None of that is hard in the abstract. All of it is hard when real people already depend on the system.

Enterprise technology

20 November 2025Essay · 6 min read

The Value Is in the Joins

A farm record, a marketplace listing and a payment each mean little alone. The T57 Digital Agriculture Module's Phase 1 bet was that connecting them — provenance to listing to settlement — is where the real value sits.

Markets and commercial systems

23 October 2025Essay · 6 min read

One Architecture, Separate Brand Worlds

A buyer should see one brand. A seller should see one operation. The platform underneath should see tenants. Building Multi-tenant Commerce meant keeping those three views from ever leaking into each other.

Enterprise technology

18 September 2025Field Note · 6 min read

The Control Plane Is the Product Most Users Never See

Nobody demos the provisioning workflow. Nobody screenshots the permission model. But the operational machinery behind an enterprise platform is what determines whether it survives contact with a real business.

Enterprise technology

21 August 2025Essay · 6 min read

The Problem Was Never the Technology. It Was the Gaps.

Automation, AV, networking, security, lighting, interiors — none of them are hard on their own. What's hard is the seam between them, and why founding Synchronos meant owning every one of those seams myself.

Building and operating businesses