A good automation candidate is repeated, rule based, visible and valuable enough to improve. It should have clear inputs, clear outputs and known exceptions.
Common examples include lead routing, enquiry summaries, report preparation, CRM updates, task notifications, content workflow steps and data cleanup.
Poor automation candidates are unclear, rare, highly sensitive or dependent on judgment that the team cannot explain.
The safest approach is to map the workflow first, automate a small part and keep human review where quality or risk matters.
Strong candidates
Lead intake, routing, reporting, reminders, CRM updates and routine content operations often have enough structure to automate carefully.
Weak candidates
Sensitive decisions, unclear processes and rare exceptions should be improved manually before automation is introduced.
Practical takeaways
- Automate repeated steps with clear rules.
- Keep review for judgment and risk.
- Start with one workflow and measure the result.
- Document failure paths before launch.
Questions people ask
What should be automated first?
Choose a frequent workflow where delay or manual repetition clearly costs the team time.
Does automation need AI?
Not always. Many useful automations are rules, integrations and notifications without AI.
Next step: Use the AI automation service page to choose one workflow worth mapping.