Automate friction, not the relationship

Value starts with removing delays, repeated entry and lost information. The objective is not to keep a visitor inside an automated conversation for as long as possible.

Initial qualification, availability, summaries and CRM lead creation can be automated while commercial decisions and sensitive situations remain human.

Preserve continuity of context

Prospects should not need to repeat their needs whenever the channel changes. The handover summary should separate facts, requests, constraints and items still requiring confirmation.

  • Clearly identify the automated interaction
  • Collect only the information required
  • Define requests the system must not handle alone
  • Record handovers and verify successful delivery

Measure actual quality

Response rate is not enough. Monitor qualification quality, abandonment, handovers, human corrections and the system’s ability to recognise its limits.