AI & AUTOMATION
What business processes can be automated with AI?
Good automation candidates are frequent, understandable and measurable. AI is most useful when the process contains language, documents or classification; rules are usually better when the decision can be expressed deterministically.
Lead and customer operations
Forms can trigger acknowledgements, routing, reminders, CRM updates and task creation. AI may help classify free-text enquiries when simple fields are not enough.
Documents and data handling
Invoices, forms or reports can be extracted and normalised, but low-confidence or unusual cases should have an exception path.
Support and internal knowledge
AI can help retrieve information or draft responses, while permissions and human escalation remain important where information is sensitive or customer-facing.
Reporting and content workflows
Systems can collect data, produce summaries and prepare first drafts. The final approval model should reflect the business risk of an incorrect output.
KEY TAKEAWAYS
What to keep in mind.
- Lead acknowledgements and routing are common low-risk starting points.
- Document extraction can reduce repetitive data entry when quality is checked.
- AI-generated drafts should have review rules appropriate to the consequence.
- High-risk financial, legal or sensitive decisions should not be the first automation experiment.