Writing

Notes on transformation, AI and product.

Long-form essays, frameworks and field notes from leading digital transformation programmes.

Digital Transformation

Why Digital Transformation Fails

It's rarely the technology. The pattern behind stalled transformations — and the operating choices that unlock them.

May 12, 20268 min read

Enterprise Architecture

Building an Enterprise Operating System

Beyond ERPs and point tools — what a connected operating system looks like, and how to evolve into one.

Apr 22, 202610 min read

AI Strategy

AI Beyond Chatbots

Where AI actually compounds value: workflows, decisions and embedded intelligence — not conversation.

Mar 30, 20267 min read

Supply Chain Innovation

From Procurement to Decision Intelligence

Procurement isn't a cost function. It's a decision system — and AI is rewriting the source-to-pay value chain.

Feb 14, 20269 min read

Supply Chain Innovation

The Future of Supply Chain Resilience

Signal fusion, geopolitical risk and the data fabric required to move from reactive to proactive resilience.

Jan 18, 20268 min read

Product Management

Product Thinking in Traditional Organisations

How to introduce outcome ownership, discovery and roadmaps inside organisations built around projects and budgets.

Dec 2, 20256 min read

Leadership

Leading Transformation Without Killing the Team

Pace, trust, and the politics of change — lessons from multi-year transformation programmes.

Nov 8, 20255 min read

Build

How I Built the Financial Statement Analyzer

Schema-first AI extraction, ratio computation and competitor benchmarking — architecture and lessons from building an automated financial analysis pipeline.

Jun 1, 20266 min read

Build

How I Built a Smart Store Computer Vision System

On-shelf inventory counting with YOLO and OpenCV — model training, edge deployment, and what labelling quality actually means in practice.

May 20, 20266 min read

Build

How I Built the AI Academy

Designing an internal AI upskilling platform from curriculum to cohort cadence — the decisions that drove completion over content.

May 5, 20265 min read

Build

How I Built a Lightweight CRM Platform

Replacing opinionated SaaS with a configurable pipeline engine — data model, UX decisions and what non-linear B2B sales actually needs.

Apr 10, 20265 min read

Build

How I Built AI Agents for Enterprise Automation

LangGraph orchestration, tool design and the guardrail patterns that made agentic workflows reliable enough for production.

Mar 15, 20266 min read

Build

How I Built Demand Forecasting Prototypes

Combining Prophet and XGBoost into an ensemble, building the decision interface in Power BI, and why the question matters more than the model.

Feb 28, 20265 min read

Build

How I Built Enterprise Solutions on Power Platform

ALM, DLP, environment strategy and Dataverse modelling — the governance decisions that determine whether Power Platform scales or collapses.

Jan 30, 20265 min read