AI & artificial intelligence
I use AI as a working tool, not just a chat window. That means building it into software, connecting it to real business processes and picking the right model for the job.
In practice, that looks like assistants that understand how a particular business works, workflows that take care of routine admin, and tools that pull information together so decisions are quicker and better informed.
- AI-assisted software development
- AI-powered business tools
- AI agents & automated workflows
- Connecting AI to existing processes
- Prompt engineering & structured workflows
- Choosing the right model for each task
- Research & experimentation
- Content & marketing workflows
- Analysis & decision support
- Automating repetitive admin
- Internal AI assistants
- AI for insurance and other sectors
Tools I work with regularly
- ChatGPT
- Claude
- Cursor
- Codex
- Manus
- AI coding agents
- n8n
Different tools suit different jobs. Conversational models handle reasoning, writing and analysis. AI coding tools and agents help me build and refine software far more quickly. And n8n connects AI to the rest of a workflow, so it runs on its own rather than relying on someone copying and pasting between systems.