Field notes on AI, UX, data and engineering
Nine long-form pieces on what actually works when you take agentic AI, human-centred design and enterprise data platforms from proof-of-concept into production.
- Gen-AI + Agentic-AI · 12 min read From Chatbots to Agents: Building Autonomous AI Systems That Actually Work Generative AI crossed the enterprise threshold. Now the harder question arrives: how do you move beyond a clever chatbot to a system that plans, decides, and acts — reliably, safely, and at…
- Digital & Product Engineering · 10 min read Engineering Products That Survive Contact With Reality: Patterns for Modern Digital Systems The code that runs your business was probably written under conditions that no longer exist: smaller teams, simpler requirements, a different cloud landscape. Modernising without breaking…
- Data Science, Analytics & Cloud · 11 min read From Raw Data to Confident Decisions: Building Data Systems That Earn Trust Most enterprises are not data-poor. They are insight-poor. The data exists, but it is fragmented, inconsistent, ungoverned, and invisible to the people who need it. The solution is not more…
- Human-Centred Design · 9 min read Design That Actually Works: How Human-Centred Practice Builds Better Products Design has a credibility problem in enterprise. Too often it is treated as a step in a process — wireframes before development, visual design before handoff — rather than as a discipline…
- AI Strategy & Orchestration · 13 min read AI Strategy That Ships: Turning Enterprise AI Ambition Into Production Reality Most enterprise AI strategies stall not because the technology is wrong, but because the strategy was built for a demo, not for production. The gap between a well-performing…
- Experience Design (UX/CX) · 10 min read Experience Design at the Intersection of Human Need and Intelligent Systems The arrival of AI in products creates a new design challenge: how do you design for a system whose outputs are probabilistic, whose reasoning is opaque, and whose capabilities change with…
- Data & Analytics · 11 min read Data That Decides: Engineering Analytics Platforms That Drive Confident Action An analytics platform that produces beautiful dashboards nobody acts on is not a success. The measure of a data system is not the quality of its visualisations — it is the quality of the…
- Data & Cloud Solutions · 10 min read Cloud Architecture That Scales: Building Infrastructure for Intelligent Enterprise Systems Cloud infrastructure is not just a cost centre to be optimised — it is the foundation on which the speed, reliability, and intelligence of your digital business rests. The organisations…
- Engineering & Automation · 10 min read Engineering at Speed: Full-Stack Delivery for Intelligent Products Software engineering is the craft that turns strategy into reality. The quality of the engineering decisions made in the first six months of a product's life determines the speed and cost…