Handoff research

Virtual receptionist handoff acceptance study

A practical study design for measuring whether virtual receptionist handoffs contain enough context, authority, consent, and ownership for safe follow-through.

Virtual receptionist handoff acceptance study with context, consent, destination, and owner checks

Headline finding A handoff is accepted when the receiving owner can understand the request, authority, evidence, and next action without asking the caller to repeat unnecessary details.

Methodology Sample handoffs by intent and destination. Classify accepted, returned for clarification, misrouted, duplicate, and unresolved. Record exclusions and do not treat a transfer event as an accepted handoff.

Key stats and takeaways - Acceptance and transfer are different events. - Minimum context should be defined per workflow. - Sensitive or uncertain requests require explicit escalation ownership.

Handoff design Capture caller-stated intent, minimum required fields, action already taken, requested outcome, destination, owner, due point, and exception reason. Use neutral language and preserve uncertainty.

Measurement table | Measure | Definition | Review question | | --- | --- | --- | | Acceptance | Destination confirms usable context | Did the owner receive enough evidence? | | Return rate | Handoffs sent back for missing information | Which field is unclear? | | Misroute rate | Handoffs reaching an unapproved destination | Is the routing tree current? | | Exception age | Time unresolved after handoff | Who owns recovery? |

FAQ ### Should the assistant summarize everything? No. Send minimum necessary context plus the source record and clear next action. ### Who approves a new handoff field? The workflow owner, with privacy and authority review when relevant.

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