Routine automation intimidates those who picture it as a total technological upheaval. In reality, the first step is always small: find one or two tasks that repeat every day, consume significant time, and require no creative thinking. Those are the ideal entry points. In this article, we provide a practical system for identifying what can be automated in your organization right now.
How to Identify Automation Candidates: Three Criteria
Not every process is equally suited for handing over to AI. Before choosing a tool, evaluate the task against three parameters:
- Repetitiveness: is this task performed daily or several times a week in a practically unchanged format?
- Predictability: can the process be described with clear rules — if A, then B? Or does it require context and judgment?
- Volume: how many person-hours per month does this task consume? Even 30 minutes per day × 20 operators = 10 hours every day.
A task that gets “yes” across all three criteria is a top-priority automation candidate.
Top 7 Processes to Automate in Customer Support
Here are the most common answers to the question of how to start automating a business for customer-facing teams:
- FAQ responses: order statuses, delivery terms, working hours, pricing — typically 60–70% of all requests in any business.
- Initial routing: classifying the request and identifying the right department or specialist.
- Feedback collection (CSAT/NPS): automatic rating request after closing a case.
- Order and payment confirmations: proactive customer notification without operator involvement.
- Reminders and follow-ups: remind about an unfinished purchase, a request awaiting a response, or an upcoming event.
- New customer onboarding: explaining the first steps with a product in response to standard beginner questions.
- Translation and multilingual support: automatic response in the customer’s language without an additional operator.
What NOT to Automate in the First Stage
AI for routine tasks is a powerful tool with clear boundaries. Some processes where automation early on may cause harm:
| Do not automate yet | Reason |
|---|---|
| Crisis communications (scandal, outage) | Requires human empathy and flexibility |
| VIP clients with individual terms | Risk of a standard response instead of a personal one |
| Legal and financial consultations | Responsibility cannot be borne by an algorithm |
| Situations with undefined outcomes | AI without an answer should escalate to a human |
Step-by-Step Launch Roadmap: From Audit to Go-Live
Process optimization through AI requires not a grand plan but a concrete sequence of actions:
- Select one process with three “yes” answers from the criteria above.
- Collect 20–30 real examples of requests and responses for that process.
- Structure them into a simple Q&A document.
- Launch a pilot agent on one channel (for example, website chat only).
- After 2 weeks, review the logs: where did the agent make errors, what needs to be added to the knowledge base.
- Scale to other channels and processes.
Identifying what can be automated in your specific case is a task that takes no more than one working day. Most companies that go through this exercise find 3–5 candidate tasks immediately. If you want to conduct the audit with our team and receive a personalized automation roadmap, book a free Intelswift consultation.
