I design, develop and ship practical AI systems that cut manual work and improve margins. My focus: small, verifiable wins that go live fast, then scale. If you need a developer that knows what to build and why, let's talk.
19 Apr 2026
Humans telegraph uncertainty through hesitation, hedging, and tone. AI delivers hallucinated nonsense with the same polished authority as correct answers. Organisations built to read confidence as competence have no antibodies for this.
15 Apr 2026
AI narrows the performance gap between junior and senior workers. That sounds like progress — until you realise nobody is building the expertise that made senior workers valuable in the first place.
12 Apr 2026
The 5% of companies seeing real returns from AI spend 70% of their effort on process redesign and organisational change, not on the technology. Everyone else is repeating the same mistake factories made when they swapped steam engines for electric motors but kept the old floor plan.
8 Apr 2026
Your processes work because your people compensate for them. AI can't compensate — so every dysfunction your team has been quietly routing around becomes a blocking error the moment you deploy it.
5 Apr 2026
Most AI projects fail — and the failure itself is the most valuable thing they produce. When AI breaks down in your organisation, it's pointing directly at the structural problems you need to fix.
1 Apr 2026
BCG found that only 5% of companies generate substantial value from AI, despite widespread adoption. The difference isn't which tools they bought — it's whether they redesigned how work gets done or just made broken processes run faster.
