AI in automotive: service request intake

A symptom is no name of a damaged part

In a fictional request, the client writes: „sometimes I hear a knocking after pulling away, then it stops”. A draft that names a specific part and the cost of replacing it adds a diagnosis that nobody has confirmed. The adviser needs the original description and questions about the circumstances.

A possible note says that, according to the client, the symptom appears after pulling away and does not always come back. Further details are missing. It is material for a conversation, with no repair instructions. The workshop sets the rules for handling requests that concern safety. A language model does not decide them.

A form can remove some of the gaps

First check the current form and the workshop's management system. Fields for the case identifier, the vehicle details and the contact can cut retyping. AI makes more sense where the client describes the situation in free text or sends several messages.

The result should point back to those messages. During a correction, keep a record of who changed the description and why. If the client sends a new detail, do not create a second request automatically only because the message came through another channel. The rule for merging cases has to be agreed with the team.

What should the first trial show?

Prepare a fictional request with an incomplete description, a follow-up to the same case and a similar description about another vehicle. The adviser checks the correct assignment, that the client's words were kept and the questions that need a further conversation. A confident-sounding diagnosis that is not in the material is a serious error.

Assess the review time separately. If the ordered note means rereading all the messages, fix the references or narrow the scope. This is a proposed acceptance trial; we present no rollout in a workshop and no result of a model test.

The next stage of the adviser's work is described in the AI offer for workshops: preparing material for a quote and linking the client's answer to the right version of the estimate. It is a proposed administrative scope, with no diagnosis of the vehicle.

When should you order an automation?

With a few requests a day, a template and the adviser's way of working may be enough. Connecting the mailbox with the workshop system is worth considering when the same material is retyped again and again and the assignment rules are already known.

Syntalith can build request handling automation. The service price levels are on the pricing page. The first scope can be limited to preparing a note for approval. Connecting to the workshop software and saving changes require the available interfaces to be confirmed. Searching manuals is a further, separate topic, described in the post on a knowledge base for multi-brand service. For the first call, a description of the path of a request from the client to the adviser is enough.

What it costs

Where to start

In the free review we choose one process and count the volume and the team's working time, and within 2 working days you receive a written summary with a price. We build the automation as part of AI automations, from €3,000 net.