Inbox Triage and Reply Drafts for Restaurants
Done-for-you inbox triage and reply drafts for restaurants. Sort reservations, vendors, and private events into one clean queue with replies ready to send.
Where this sits
Layer 3 of the AI Operating System: done-for-you workflows that produce real artifacts.
A restaurant inbox is rarely just an inbox. It is a reservation desk, a private events line, a vendor channel, a hiring funnel, and a complaints log, all stacked into the same place. By the time service is over, the owner or general manager has 60 unread messages and a private dining inquiry worth four figures sitting under three supplier invoices.
The AIOS handles the sorting and the first draft. It reads each new email, decides what it is, routes it to the right place, and writes a reply in your voice with the right details attached. You read, adjust, and send. The inbox stops being the bottleneck between a guest and a confirmed booking.
Where this sits in your AI Operating System
This page sits in the Capabilities layer of your AIOS. Capabilities are the done-for-you workflows that produce a visible artifact every day. Inbox triage and reply drafts depend on the other three layers to work cleanly:
- Context: your menu, hours, private dining minimums, deposit policy, cancellation rules, and house voice.
- Connections: your inbox, calendar, reservation system, and any CRM or events spreadsheet you already use.
- Capabilities: this workflow, plus related ones like the 60-Second Lead Engine for private event inquiries.
- Cadence: it runs continuously during opening hours and produces a morning digest of anything still waiting on you.
What “done” looks like
When this capability is installed, here is the artifact you can point at:
- Every inbound email is labeled within 5 minutes into one of: reservation, private event, vendor, hiring, press, complaint, or other.
- Reservation and private event inquiries get a drafted reply in your voice within 10 minutes, including availability pulled from your calendar and your standard deposit terms.
- Vendor messages are summarized in one line with the action needed and the due date.
- Complaints are flagged for human reply and never auto-answered.
- A single morning digest lands at 9am with anything older than 12 hours that still needs you.
- Every draft is reviewable before send. Nothing leaves your account without one click of approval, unless you choose to enable auto-send for specific categories.
How we install it
Installation runs in three phases. You do not touch the build.
- Audit (free, about 10 minutes): we look at a sample of your last 200 emails, your reservation flow, and your private events process. You get a written plan back. Run the audit.
- Install (10 business days): we connect your inbox, calendar, and booking tool, load your menu and policies as Context, build the triage and drafting workflow, and test it against real recent messages before it touches new ones.
- Operate (ongoing): the system runs daily and we ship one new automation per week, prioritized by what is still eating your time. See plans.
Expected results
Based on restaurants we have installed this for, expect ranges in this neighborhood:
- Time spent in the inbox drops from 8 to 12 hours a week to 2 to 4 hours.
- Reply time on private event inquiries moves from 1 to 3 days down to under 30 minutes during opening hours.
- Booked private events typically rise 15 to 30 percent in the first 90 days, driven mostly by faster first replies.
- Vendor messages stop getting buried, so late fees and missed deliveries drop.
The standing guarantee: your AIOS recovers 40 or more hours a month across the business, or we keep working free until it does.
Frequently asked questions
Will the drafts actually sound like us?
Yes. Context includes voice samples from your real past replies. Drafts mirror your phrasing, your greeting style, and your house rules. If a draft feels off, we tune the voice profile, not the workflow.
Can it send replies without us approving them?
It can, but by default it does not. We usually start in review mode for the first two weeks. Once you trust specific categories, like simple reservation confirmations, you can flip those to auto-send and keep review on for private events and complaints.
What happens if a guest replies to a drafted email with a follow-up question?
The follow-up runs through the same triage. It is recognized as part of the existing thread, the new draft considers the prior context, and it lands in your queue with the history attached so you are not rereading the whole exchange.
Ready to see where your AIOS stands?
Score your AI readiness across the Four Cs in about 10 minutes. We send the audit and the three highest-leverage automations for your business.