Key takeaways
- Treat automation as a portfolio and deliver a few processes at a time
- Prioritise high-volume, rule-based, low-risk processes
- Keep admissions, disciplinary and sensitive support decisions with people
Automation is a portfolio decision
Every institution has dozens of processes that could be automated. Trying to automate everything at once overwhelms teams and creates brittle workflows. The better approach is to treat automation as a portfolio: identify candidates, score them and deliver a few well-chosen ones at a time.
Scoring automation candidates
Prioritise high volume, high effort, clear rules and low decision risk.
| Criterion | Question |
|---|---|
| Volume | How often does this happen each month? |
| Effort | How much staff time does each instance take? |
| Rules | Can the steps be expressed as clear rules? |
| Error cost | What happens when it goes wrong today? |
| Stakeholder impact | Will students or staff notice the improvement? |
| Risk | Does it involve consequential decisions that need judgement? |
Good first automations
- Enquiry acknowledgements and assignment
- Missing-document reminders
- Fee due-date reminders
- Routing of common student requests
- Scheduled operational reports
Keep humans in the loop for
- Admission and progression decisions
- Disciplinary matters
- Exceptions to fee policies
- Sensitive student-support cases
Frequently asked questions
What makes a process a good automation candidate?
High volume, significant staff effort, clear rules and low decision risk.
How do we measure automation success?
Record a baseline for turnaround time, staff touches and error rates before launch, then compare after a full cycle.