Enquiry follow-up workflow

Stop good customer enquiries disappearing in the inbox

Direct answer

Fast enquiry follow-up does not require an AI agent to own the customer conversation. Treat acknowledgement, interpretation, completeness checks, qualification, booking, pricing and promises as separate decisions. Automate the stable low-consequence steps; keep consequential commitments behind explicit rules or a person.

One “follow-up” contains several different step types.

ACKNOWLEDGEACT from an approved deterministic template.
INTERPRETAI may classify messy free text if justified.
CHECKDETERMINE whether required facts are present.
DECIDEFit, price, unusual scope and promises stay controlled.

A neutral “we received your enquiry” acknowledgement is a different risk class from quoting a price or promising availability.

A safe bounded pattern

  1. New enquiry creates one durable event/record.
  2. Send one neutral acknowledgement with deduplication.
  3. Interpret free text into a constrained structure if needed; preserve the original.
  4. Check minimum required information using deterministic rules.
  5. Ask one bounded missing-information question where appropriate.
  6. Stop before unusual scope, price or consequential commitment.
  7. Human/rule decides the outcome; deterministic action sends the approved response.

What should remain visible

  • Who owns the enquiry now.
  • What facts are known vs inferred.
  • What is missing.
  • Which next action is due.
  • Whether an exception or promise requires a person.
  • Whether a send already happened.

When AI adds value

AI may help classify varied language, extract candidate facts, summarise long context or draft a bounded response. That output remains INFERENCE unless separately verified.

AI automation vs workflow automation →

When simpler wins

If a web form, CRM rule, autoresponder, booking rule or required-field configuration solves the stable problem, use it. Do not add an AI layer merely because the workflow contains text.

Use the Least-New-System Ladder →