The useful version of AI is not theatre. It is fewer repeated tasks, better internal tools and smarter handoffs between systems.
Automation That Has A Job
Derek works with APIs, forms, CRMs, dashboards, content systems, local AI tools and custom scripts to reduce manual work around the website and business operations.
- Lead workflows
Route enquiries, enrich submissions, trigger follow-up and keep teams informed. - Content operations
Briefs, drafts, checks, structured content and repeatable publishing flows. - Internal tools
Admin dashboards, reporting screens, portals and lightweight business applications. - AI experiments
Local assistants, LLM tooling and pragmatic AI features where privacy and usefulness line up.
Public experiments and code are available through Derek’s GitHub profile.
