AI & Automation Opportunities

Choose the simplest intervention that solves the evidenced problem.

Start from workflow friction, not from an AI use-case list.

Test interventions in order: eliminate → simplify → standardise → integrate/automate → augment with AI. Then assess impact, feasibility, risk, dependencies and time to value before prioritising.