Bring overdue retainer checks back into view.
Post-treatment patients miss routine follow-up.
Est. deploy 4–6 weeksSee the walkthrough
Customer Retention · Restaurants
Follow up on guest issues with a reviewed response.
Guest complaints disappear after the first reply.
For: Guest experience managers and the team responsible for customer retention in restaurants.
01 · The outcome
What good looks like.
The team has a tracked recovery task with an approved response, with source evidence and an explicit approval before any external action. Track guest issues closed with documented follow-up against a baseline; do not assume automation improves it.
A connected workflow that uses verified complaint facts, contact permission, and approved recovery limits to draft a follow-up and flag any refund or credit for explicit approval. It produces a tracked recovery task with an approved response.
Where AI helps, and where a person decides.
AI can draft a follow-up and flag any refund or credit for explicit approval. It drafts and organizes; it does not authorize spending, commitments, clinical decisions or customer communication. The guest experience manager verifies the source facts and approves the final action.
Guest experience manager is accountable. People approve customer-facing, sensitive, financial, and legally binding actions.
- Guest experience manager: Capture the source and scope
- Guest experience manager: Review the proposed outcome
- Guest experience manager: Release only the approved version
- Guest experience manager: Check the result and exceptions
A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
02 · The handoffs
How the work moves.
Every handoff has an owner. Select a step to open or close its detail.
Start when: A manager confirms a guest issue needs follow-up. Connect only verified complaint facts, contact permission, and approved recovery limits. The guest experience manager confirms the request is authorized and in scope.
Ready when: The source reference, permissions and accountable owner are recorded.
Use the authorized records to draft a follow-up and flag any refund or credit for explicit approval. Preserve the original language alongside the draft and label uncertain fields.
Ready when: Each proposed fact links back to a source, and missing information is visible.
Check a tracked recovery task with an approved response against the original records and current policy. Correct errors and escalate exceptions to the qualified specialist; do not auto-approve.
Ready when: Guest experience manager has recorded approval or a reason to hold the item.
After explicit approval, save a tracked recovery task with an approved response in the system of record. Send only approved messages to verified recipients. Record the version and prevent duplicate delivery.
Ready when: The approved record is saved; any delivery is confirmed or placed in the retry queue.
Review guest issues closed with documented follow-up each week, sample completed records for quality, and resolve held items. Change the rules only after reviewing actual errors and staff feedback.
Ready when: Exceptions have owners, the metric has a baseline, and corrective actions are assigned.
Sample record.
$ david run --workflow=restaurant-guest-recovery
ILLUSTRATIVE RECORD / NOT LIVE CUSTOMER DATA
- Example
- Illustrative only — not a real client record
- Reference
- RESTAURANT-GUEST-RECOVER-DEMO-001
- Trigger
- A manager confirms a guest issue needs follow-up.
- Owner
- Guest experience manager
- Prepared output
- a tracked recovery task with an approved response
- Review status
- Awaiting human approval — no external action taken
- Missing information
- Owner to verify source completeness
- Measure
- Guest issues closed with documented follow-up
Start with your tools.
Connect POS, Google Business Profile, Google Workspace through approved APIs or controlled exports. Map record identifiers first; test permissions and field updates in a sandbox. Vendor names describe possible connections, not a guarantee of an available integration or license.
When things go wrong.
- A named person approves customer-facing messages, spending, record changes and binding commitments before release. Pre-approved scripts are versioned; exceptions stop for review.
- Use only authorized sources and role-based access. Keep an audit trail of source records, drafts, approvals and delivery status; deduplicate retries.
- If an integration fails, a source is missing or confidence is low, pause the action and assign the original request to the accountable owner.
Try this week / no DAVID required
A useful first step.
This week, have your guest experience manager time five examples of this work. Use redacted copies of verified complaint facts, contact permission, and approved recovery limits to make a tracked recovery task with an approved response manually, then list which fields required judgment.
What to measure.
- Guest issues closed with documented follow-up
- Minutes of human handling per completed item
- Drafts needing substantive correction
- Exceptions unresolved beyond the agreed review window
Estimate your time back.
20.8
$11,232
03 · More workflows to consider
Related workflows.
Reactivate overdue hygiene appointments.
Patients drift past their recall window unnoticed.
Est. deploy 4–6 weeksSee the walkthrough
Prepare preventive outreach for care-team review.
Eligible patients are hard to locate in manual lists.
Est. deploy 4–6 weeksSee the walkthrough
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