Map the workflow, identify repetitive manual steps, and validate data quality before automating. Start with a bounded pilot, human approval for consequential actions and clear monitoring.
Questions to consider
- Which business outcomes matter most?
- What is the current baseline and how will improvement be measured?
- Which risks, dependencies and stakeholders need attention?
- What can be validated through a limited pilot?
General educational content, not an individualized implementation recommendation.