Where to start with AI marketing automation
Choose a repetitive task with verifiable quality, then measure the time and corrections that remain.
Key takeaways
- Map the process before choosing a tool
- Keep costly decisions with a responsible person
- Count review time as well as execution time
Find a repeatable task
I start with recurring work: preparing a summary, drafting variants or standardising inputs. For each task, I define the input, expected output and quality check. If we cannot judge the result, automation is not ready to be treated as reliable.
Divide the work
Can be accelerated
- A draft based on permitted data
- Headline variants within set constraints
- A summary linked to original sources
Needs human responsibility
- Goals and budget decisions
- Fact checks and usage rights
- Campaign launch and customer data handling
Choose a starting task
Frequent and easy to verify
Try a small pilot. Keep before-and-after examples, completion time and corrections.
Rare with a costly failure
Use AI for preparation. Keep the decision and final check with a person.
The process is unclear
Define inputs, output and rules first. Otherwise the tool accelerates uncertainty.
Assess the pilot
Your checks stay on this page. Nothing is saved or sent.
Project data
I do not upload customer databases or confidential documents to a new service without agreed access, processing rules and team permission.