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Which support requests should you automate first?

Choose a useful first workflow with clear answers, manageable access requirements, and an owner.

2 min read · Updated 7 September 2026

The best first automation is a request your team understands well enough to define, support, and evaluate. Frequency matters, but it is not the only consideration. A common request with unclear policy or sensitive access requirements may need more preparation than a less frequent, well-defined one.

Use this process to select a first Chatropic workflow that can produce a useful learning result during the trial.

Review the requests you already receive

Look at a consistent period of recent enquiries and group similar requests. Record how often each one appears, how long it takes to handle, and what information the team uses to respond.

Keep the groups concrete. “Delivery-policy questions” is more useful than “customer service.” Separate a general policy question from a customer-specific status lookup because they need different sources and controls.

Check whether the answer has an owner

Identify the approved source and the person responsible for keeping it current. If the answer changes depending on an exception, make the exception explicit.

A policy that your team has not agreed on is not ready for an agent to interpret. Resolve the business decision or establish a human handoff before treating the request as a candidate for autonomous handling.

Identify access and risk

Mark whether the workflow needs only knowledge, a read-only customer lookup, or an operation that changes a record. The latter two need the appropriate identity and permissions; updates also need eligibility and confirmation rules.

For a fictional retailer, delivery-area questions might be ready with maintained content. Current order status needs an API connection. Refunds need additional technical and policy review even if customers ask for them often.

Compare the candidates

Use the worksheet to score repeatability and source readiness from one to three, where three means high. Score integration effort and risk the same way. A discussion score is repeatability plus readiness, minus effort and risk.

Treat that score as a conversation starter, not an automatic decision. A high-risk request still requires review, regardless of its frequency or potential time savings.

Define the first evaluation

Choose one workflow, name an owner, and prepare ten questions with expected outcomes. Include an ambiguous request, a missing answer, and a case that should be escalated.

Agree on a quality threshold before testing. Review answer correctness and human effort as well as response speed. If the agent needs a connection that is not ready, complete that dependency or choose a narrower first workflow.

Expand after the first result is clear

A focused trial should tell you what worked, what failed, and what needs maintenance. Use that evidence to decide whether to add connected data or another channel.

The downloadable worksheet gives your team a place to record the candidate requests, access requirements, owner, and evaluation decision.

Your next step

Download the automation worksheet