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.
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.
29 Mar 2026
AI has made execution nearly free. Most companies respond by producing more mediocre output, faster. The winners invest the surplus in judgment — knowing what to build, what to ship, and what to kill.
25 Mar 2026
AI makes generating output almost free. But every AI output still needs checking — and checking doesn't scale with compute. The verification tax is the hidden cost most businesses ignore when deploying AI.
22 Mar 2026
Eighty percent of what runs your business has never been documented. AI forces that knowledge debt to come due — and the 95% pilot failure rate is the invoice.
20 Mar 2026
80,508 people told Anthropic they want productivity from AI. When pressed on why, they described wanting their lives back. Most AI products are built for the stated need. The winners are built for the real one.
15 Mar 2026
AI has compressed feature-building from months to days, making every AI feature you ship replicable in weeks. The companies winning with AI aren't shipping better features — they're building learning loops that compound with every user interaction.
