AI & Automation

Automotive workflow automation: where should a dealership start?

The best first workflow is frequent, predictable and easy to verify. It should remove a clear administrative step while leaving staff able to see what happened and correct an exception.

Choose a narrow problem

Good candidates include creating a task when a required stage is reached, reminding an owner about an ageing Deal File, or adjusting document requirements after a defined document arrives. Avoid starting with an ambiguous decision that relies on undocumented judgement.

Write the rule in plain language

Describe the trigger, any conditions, the action, expected result and exception route. If the process owner cannot explain it clearly, it is not ready to automate.

Test representative scenarios

Test the normal path, missing information, repeated events, changes after publication and failure of any external provider. Confirm the automation does not send duplicate customer communications or silently close necessary work.

Monitor after release

Assign an owner to review execution history, failures and staff feedback. Version changes and retire rules that no longer reflect the dealership process.

Prepare for future AI carefully

Rules-based workflows make triggers and actions explicit. AI may later help classify, summarise or identify patterns, but the risk assessment should consider accuracy, personal data, transparency, bias and the effect of a wrong result before deployment.

Explore the Auto eDocs workflow engine