The library
Client workInternal tooling · Aotearoa New Zealand
Tuned Automation
Tuned Automation builds systems for clients, and runs on systems itself. These are two internal builds: one that runs day-to-day operations, and an early experiment in automation that still runs today.
Both show the same principle as client work: remove the manual step, keep the human in the loop where it matters, and let the system handle everything else.

The work
- 01 · AI Operations · InternalView case study
Tuned Operating System
Airtable holds clients, contacts, projects, tasks, and contractors. An AI agent produces daily plans, creates projects, and updates the system from a message on the go.
- 02 · Workflow Automation · InternalView case study
Business Card to Sequence
Take a photo of a business card and the contact is extracted and subscribed to a personalised four-email meeting-organiser sequence that runs over a month.