Our starting point is the work itself: what initiates it, which information it needs, who makes the decisions and what a completed result looks like. We remove unnecessary steps before deciding which parts should run automatically. Connecting a poor process to AI only makes the poor process travel further.
We combine deterministic rules for predictable decisions with AI where interpretation is useful, such as reading a document or organising an unstructured request. The workflow carries its context between systems. Actions requiring discretion move to the person responsible, with the relevant information attached.