Measure the gap first
Before automating, measure your actual median time to first response. Most teams estimate it far lower than it is.
Automate acknowledgement, not judgement
An immediate, accurate acknowledgement with a clear next step is safe to automate. Qualification decisions should stay with a person until the process is stable.
Last updated 2026-03-22