Automation can be valuable, but only when the organisation knows where its data comes from, who can change it, what it means and when it should not be used.
Readiness framework
Most organisations do not need a grand AI strategy first. They need a plain inventory of data sources, access rights, quality issues and customer-impacting workflows.
List systems, owners, update frequency, sensitivity, export options and integration points.
Prioritise repetitive workflows with low ambiguity, clear rules and measurable outcomes.
Keep people in the loop for pricing, legal, employment, safety, credit and high-impact customer decisions.