Workflow automation
Forms into queues, notifications, compiled exports, and status that does not live in a private chat.
05 · Services
Automation & AI
Make repetitive work disappear.
Software that takes the repeated steps — notify, file, compile, route, answer the same question — so people spend time on judgement, not copying.
What this is
Automation is not a chatbot bolted onto a homepage. It starts with a task staff already do the same way every week: collecting reports, forwarding enquiries, retyping names, sending the same reply.
Where a language model helps, it helps inside that workflow — drafting, sorting, or searching — with a person still responsible for the decision.
Principles
01
Repeatable work belongs in the system
If the clerk chases the same people every quarter, the product should collect the submissions instead.
02
Automate the handoff, not the judgement
Routing, reminders, and exports can be automatic. Pastoral care, pricing, and exceptions stay human.
03
Start from the existing process
The first automation should remove a step people already resent, not add a new tool they must remember.
How engagements look
Assistants where they earn their place
Search, drafting, and document handling inside a system that already has the organisation's data.
In the work
These case studies show this service in a real organisation — not a feature list.
From the notebook
Short essays on how we think about this work.