The short answer
Start with a frequent, repeatable and measurable task, accessible inputs and errors that a person can detect and correct. If clear rules solve it, conventional automation may be enough.
Four questions to choose a task
- Frequency: does it happen several times a week or only occasionally?
- Effort: how long does it take, including corrections?
- Rules: can you explain the decision and what happens with exceptions?
- Risk: can a person review the output before it affects a customer?
If rules or trustworthy inputs are missing, organize the process first. Where errors have important consequences, human approval belongs in the design.
AI or rule-based automation?
| Task | Starting point | Why |
|---|---|---|
| Copy a field between two systems | Rules and integration | Inputs and outputs are defined. |
| Interpret inquiries written in different ways | AI with review | Language varies and can be ambiguous. |
| Answer using internal documentation | Assistant with sources | It needs current information and checkable references. |
| Process without an owner or clear criteria | Process design | First define how the work should happen. |
Example: following up on inquiries
A business receives requests by email. Someone checks the requested service, copies the details and prepares a reply. A pilot could organize one type of inquiry, flag missing details and prepare a draft for review.
Compare total time with the original workflow. Include ambiguous, duplicate and out-of-scope inquiries. This is an illustrative example, not a Zyro client case study.
A small test before expanding
Collect examples without sensitive information, define the expected output and record today’s effort. Test ordinary cases and exceptions. If corrections take longer than the original task, adjust the design before expanding.
What to prepare for a conversation with Zyro
The task, its approximate frequency, the tools involved and the outcome you want. You do not need to choose a model or platform: those decisions follow an understanding of the problem.
Estimate the time spent on one task
Use your own numbers. This is a discussion estimate, not a savings promise.
Formula: frequency × minutes ÷ 60. The portion to assess is multiplied by your chosen percentage. It does not deduct review, errors, implementation or maintenance; it is not net savings. Nothing is sent to Zyro.
Discuss this task ↗