Give your team an operating manual that answers back.
The right procedure is buried in documents and chat.
Est. deploy 2–4 weeksSee the walkthrough
Knowledge & Internal Tools · Restaurants
Find approved menu answers during service.
Staff guess when menu details change.
For: Kitchen managers and the team responsible for knowledge & internal tools in restaurants.
01 · The outcome
What good looks like.
The team has a source-linked answer with no safety guarantee, with source evidence and an explicit approval before any external action. Track menu questions resolved without unsupported guesses against a baseline; do not assume automation improves it.
A connected workflow that uses current chef-approved recipes, supplier labels, and allergen escalation policy to retrieve cited approved information and escalate uncertain allergen questions to the kitchen. It produces a source-linked answer with no safety guarantee.
Where AI helps, and where a person decides.
AI can retrieve cited approved information and escalate uncertain allergen questions to the kitchen. It drafts and organizes; it does not authorize spending, commitments, clinical decisions or customer communication. The kitchen manager verifies the source facts and approves the final action.
Kitchen manager is accountable. People approve customer-facing, sensitive, financial, and legally binding actions.
- Kitchen manager: Capture the source and scope
- Kitchen manager: Review the proposed outcome
- Kitchen manager: Release only the approved version
- Kitchen 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 staff member asks about an ingredient or menu policy. Connect only current chef-approved recipes, supplier labels, and allergen escalation policy. The kitchen 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 retrieve cited approved information and escalate uncertain allergen questions to the kitchen. 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 source-linked answer with no safety guarantee against the original records and current policy. Correct errors and escalate exceptions to the qualified specialist; do not auto-approve.
Ready when: Kitchen manager has recorded approval or a reason to hold the item.
After explicit approval, save a source-linked answer with no safety guarantee 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 menu questions resolved without unsupported guesses 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-menu-answers
ILLUSTRATIVE RECORD / NOT LIVE CUSTOMER DATA
- Example
- Illustrative only — not a real client record
- Reference
- RESTAURANT-MENU-ANSWERS-DEMO-001
- Trigger
- A staff member asks about an ingredient or menu policy.
- Owner
- Kitchen manager
- Prepared output
- a source-linked answer with no safety guarantee
- Review status
- Awaiting human approval — no external action taken
- Missing information
- Owner to verify source completeness
- Measure
- Menu questions resolved without unsupported guesses
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 kitchen manager time five examples of this work. Use redacted copies of current chef-approved recipes, supplier labels, and allergen escalation policy to make a source-linked answer with no safety guarantee manually, then list which fields required judgment.
What to measure.
- Menu questions resolved without unsupported guesses
- 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.
Find the current policy with its source.
Staff rely on outdated policy attachments.
Est. deploy 4–6 weeksSee the walkthrough
Find the current school policy with a citation.
Staff share outdated handbook copies.
Est. deploy 2–4 weeksSee the walkthrough
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