Service · US Restaurant Tech

RESTAURANT
AUTOMATION
IN THE USA

We turn scattered services — POS, delivery marketplaces, reservations, reviews, purchasing and scheduling — into a single AI agent system. The agents run orders, the kitchen, staff and finance 24/7 and lift the restaurant's margin.

01// Restaurant agent system
02const resto = LuxResto({
03  pos: ['toast', 'square', 'clover'],
04  delivery: ['doordash',
05    'ubereats', 'grubhub'],
06  booking: ['opentable', 'resy'],
07  reviews: ['yelp', 'google'],
08});
09
10await resto.agents.run('24/7');
11// ✓ orders · kitchen · shifts · margin
Capabilities

WHAT WE AUTOMATE

Six areas where a US restaurant loses time and money. We close them with one system wired into your current stack — no "tablet hell" and no manual data re-entry.

🛎️
Order intake & delivery
Orders from every channel — DoorDash, Uber Eats, Grubhub, phone, website — land in one POS (Toast, Square, Clover). Menu, prices and 86-lists sync everywhere in real time.
📅
Reservations & tables
We connect OpenTable and Resy and handle reservations from calls and chat. Confirmations and reminders cut no-shows, while seating and the waitlist raise table turnover.
🍳
Kitchen, inventory & purchasing
Stock control, per-dish food cost, automated supplier orders, 86-lists and write-off control. Fewer overpayments and less spoilage.
👥
Staff & shifts
Integration with 7shifts and Homebase: scheduling against the sales forecast, overtime and payroll control, fast cover when someone calls out.
Reviews & marketing
Yelp and Google monitoring, review responses, reputation work, guest segmentation, win-back campaigns and loyalty programs. AI support plugs in.
📊
Finance & analytics
A unified P&L: revenue by channel, food and labor cost, margin by dish and location. Shift close and the owner's report in minutes, together with the AI CFO.
Agent system

WHAT THE
AI AGENTS DO

This isn't one bot — it's a team of specialized agents. Each owns its area, they share data with each other and work around the clock. The agents take the routine; strategic decisions on menu, pricing, hiring and purchasing stay with you.

🛎️
Order-intake agent
  • Pulls orders from every marketplace and the phone into one window
  • Syncs menu, prices and 86-lists across all channels
  • Offers upsells and combos at checkout
  • Sends the order to the kitchen and tracks ticket times
📅
Reservations & host agent
  • Takes reservations from marketplaces, chat and phone
  • Confirms and sends reminders — fewer no-shows
  • Seats guests optimally and manages the waitlist
  • Builds guest profiles and occasions (birthdays, etc.)
📞
  • Answers calls 24/7 — never a missed one
  • Takes to-go orders and reservations by voice
  • Answers "are you open?", "is there parking?", hours
  • Routes complex calls to a manager with full context
🍳
Kitchen & purchasing agent
  • Tracks stock and warns about shortages
  • Computes per-dish food cost and menu-item margin
  • Builds supplier orders and catches price increases
  • Maintains 86-lists and controls write-offs
👥
Staffing agent
  • Builds the shift schedule against the sales forecast
  • Controls overtime and labor cost
  • Finds cover when an employee calls out
  • Rolls timesheets and hours into accounting with no manual entry
Reputation & marketing agent
  • Monitors and replies to Yelp and Google reviews
  • Segments guests and launches win-back campaigns
  • Runs the loyalty program and broadcasts
  • Suggests which dishes and promos to push
📊
  • Consolidates POS, delivery and bank into a unified P&L
  • Computes margin by channel, location and dish
  • Sends the owner a daily report
  • Surfaces profit leaks and anomalies
🧩
Dispatcher agent
  • Coordinates the other agents with each other
  • Escalates anything needing a decision to the owner
  • One chat to run the whole restaurant
  • Logs every action — full transparency
AI agents by platform

A DEDICATED AGENT
FOR EACH PLATFORM

For each key service in the US stack — a dedicated AI agent with a detailed breakdown of features, business benefit and honest API-access terms. We'll assemble the ones you need into one system for your restaurant.

🚗
Delivery & logistics. Delivery without your own fleet. Learn more →
🛵
Delivery marketplace. Orders straight into your POS. Learn more →
🥡
Delivery marketplace (US). One menu and order window. Learn more →
🍞
Cloud POS. Deep automation on top of your POS. Learn more →
🟦
POS + payments. Orders, payments and inventory in one system. Learn more →
🍀
POS devices + payments. Automation and an app in the App Market. Learn more →
🍽️
Table reservations. Seating capacity and guest data. Learn more →
🥂
Reservations (premium). Reservations for fine dining. Learn more →
Reviews & local search. Reputation and guest inflow. Learn more →
👥
Shifts & staff. Automated scheduling and labor-cost control. Learn more →
📦
Accounting & purchasing. Food-cost and purchasing control. Learn more →
Demo · live dialogue

A restaurant AI director you can just message

Ask about yesterday's shift, margin, kitchen and schedule — and get a ready answer with recommendations.

AI Director·LUX PROMO Connected to POS, delivery and reservations
Demo mode
OwnerGive me yesterday's restaurant summary.
AI Director

Yesterday, all channels:

  • Revenue$14,820
  • Orders612
  • Average check$24.2
  • Delivery share (marketplaces)38%
  • Food cost31%
  • Labor cost29%
  • Reservation no-shows9%
OwnerWhy is margin below plan?
AI Director
Marketplace commissions ate $2,140 — about 14% of delivery revenue. Plus 9% of reservations were no-shows (a ~$680 loss for the night).

What we can do:

  1. Move some regulars to your own ordering channel (no marketplace commission)
  2. Raise delivery-menu prices by 6–8% — the market bears it
  3. Require a deposit/confirmation for parties of 6+
OwnerWhat about the kitchen and purchasing?
AI Director
  • Salmon — stock for~1 day
  • Beef — supplier price+12%
  • Write-offs this week$430

Create the supplier order and update the 86-list?

OwnerYes, create it. And what about Friday's shift?
AI Director

Order sent, 86-list updated. For Friday:

  1. Sales forecast +22% vs average — you need +2 cooks and +1 host
  2. One employee is over hours — I suggested a replacement from the list

The schedule draft is ready. Pricing, menu and hiring I leave for your approval — tell me what to launch.

The demo shows typical agent-system scenarios. Figures are illustrative.

Want an AI director like this for your restaurant?

Platforms & integrations

WE WORK WITH YOUR
US STACK

We connect to the services your restaurant already uses. Where there's an open API we integrate directly; where access is partner-only or unavailable — via ready aggregator connectors and RPA.

Toast POS Square Clover DoorDash (Drive) Uber Eats Grubhub OpenTable Resy Yelp Google Business 7shifts Homebase QuickBooks Stripe Telegram WhatsApp
Economics

HOW MARGIN
GROWS

A US restaurant's net margin is usually thin: full-service around 3–5%, fast casual and QSR 6–9%. Profit "leaks" into food cost, overtime, marketplace commissions and empty tables. The agent system targets exactly these lines.

+5–15 pts
to net margin*
−25–40%
dependence on marketplace commissions
+8–15%
average check via upsell
24/7
order & call intake with no misses
Margin lever Typical share What the agent system does Effect
Food cost 28–35% of revenue Stock control, auto-orders, 86-lists, fewer write-offs and overpayments +0.5–2 pts
Labor 28–34% of revenue Scheduling to demand forecast, overtime control, fewer admin hours +1–3 pts
Delivery marketplace commissions 15–30% of delivery Move some orders to your own channel, optimize delivery-menu pricing +1–3 pts
No-shows & table turnover 5–20% of reservations lost Confirmations, reminders, waitlist, smart seating +1–2 pts
Average check AI upsell, combos and recommendations on every order +1–2 pts
Routine & errors 4–8 hrs/day One order window, auto-reporting, minimal manual entry time + fewer losses
Process

HOW WE ROLL IT OUT

01
Audit & ROI estimate
We review your stack, revenue by channel, food/labor cost and delivery share. We calculate where the system delivers the biggest margin gain. Free, 30 minutes.
02
Building the agent system
We configure the agents to your menu, prices, processes and locations. We define rules, upsell logic and owner escalations.
03
Stack integration
We connect POS, delivery marketplaces, reservations, reviews, scheduling and accounting. Tested on real data without stopping the restaurant.
04
Launch & optimization
We launch the agents, train the team and set up the owner's reports. Then — tuning from analytics and scaling to new locations.
Related services

WE STRENGTHEN
THE SYSTEM

01
Custom agents for the non-standard processes of your restaurant chain — from concept to launch.
02
Integrating agents into the restaurant's live processes without downtime or data loss.
03
Taking calls, to-go orders and reservations by voice 24/7 — never a missed call.
04
Answering guests in chat, on reviews and in messengers around the clock, in your brand's voice.
05
A unified P&L, margin by dish and location, profit-leak detection and daily analytics.
06
End-to-end automation of processes around the restaurant: sales, support, finance, reporting.
FAQ

FAQ

Which POS and services do you connect? +

Toast, Square, Clover (POS), DoorDash, Uber Eats, Grubhub (delivery), OpenTable, Resy (reservations), Yelp and Google (reviews), 7shifts and Homebase (scheduling), QuickBooks and Stripe (accounting and payments). Where there's an open API we connect directly; where access is limited — via partner integrations, menu aggregators or RPA. We'll check your stack →

Do AI agents replace restaurant staff? +

No. The agents take the routine: order and call intake 24/7, menu sync, stock control, shift scheduling, review responses and reporting. Decisions on menu, pricing, hiring and purchasing stay with the owner and manager — the system prepares data and recommendations, and the final "yes" is yours.

How much will margin grow? +

By our estimates and typical industry benchmarks — net margin grows by 5–15 percentage points through lower food cost and overtime, less dependence on marketplace commissions, fewer no-shows and a higher average check. This is a guideline, not a guarantee: the actual result depends on format, revenue, delivery share and current processes. We give a precise estimate after a free audit.

How long does the rollout take? +

Basic setup and integrations — from 7–14 business days. Then a test period on the restaurant's real data and a gradual agent rollout. Full launch — usually 3–6 weeks depending on the number of locations and connected marketplaces.

What about platforms without an open API? +

Some services limit access (for example, DoorDash Marketplace order intake is currently closed to new partners), and several reservation and advertising services open their API only by partner agreement. In those cases we use partner integrations, ready menu-aggregator connectors or RPA automation — the system still works in one window.

Is restaurant and guest data secure? +

Yes. Credentials are stored in a secured environment, agents operate on least-privilege, and all actions are logged. Payment data never passes through the agents — payments are handled by certified providers (Stripe, Square, POS processing).

READY TO
START?
Free audit — 30 minutes. We'll determine the ROI for your business.
Get Audit → Telegram →