Demo scenario
Food delivery

Sushi Delivery: an order in three minutes, plus a roll and a drink

A Kyiv sushi delivery took Telegram orders by hand. The bot collects the order, notes requests, suggests deals and sends the receipt to the kitchen.

Niche
Food delivery, Kyiv
Channel
Telegram bot
Launch
3 weeks
Volume
~2,300 orders/month
19:17
Chats
Sushi Delivery
bot
SD
What can this bot do?Rolls and sets delivered across Kyiv. Daily from 10 AM to 11 PM 🍣
Today
hey, are you still delivering?19:12
Hi Ihor! Yes, until 11 PM 🙌 What would you like?19:12
philadelphia set19:12
Philadelphia set
8 pcs · salmon, cream cheese
$8.00

Any requests for the order?19:13
Got it, no wasabi 👌19:13
By the way, the California roll is 20% off today. Add it to the order?19:13
oh, go on19:14
Anything to drink?19:14
Your order
Philadelphia · $8.00
California −20% · $4.40
Cola 0.5 · $1.10
Total: $13.50

Deliver to 18 Sichovykh Striltsiv St, like last time?19:14
Done ✅ The courier will be there in about 40 min, I'll message when they leave 🚀19:15
Message
DoneRecalled the address from last time

Results

3 minfrom "hey" to a confirmed order
+$5.50to the order: a discounted roll and a drink
1"no wasabi" request passed to the kitchen
0times the address was asked again

* Demo case: names, quotes and numbers are placeholders and will be replaced with real ones.

Challenge

At peak hours the operator couldn't keep up, and requests like "no wasabi" got lost between messages and the kitchen.

  • A queue in the chat during the evening peak
  • Nobody suggested deals or drinks
  • The address was asked for every time

Solution

The AI assistant takes orders in a real conversation, suggests relevant extras, remembers the last address and sends the order to the kitchen POS.

  • Inline buttons where they beat typing
  • Upsells by rules, not at random
  • The order hits the kitchen with every request
Architecture

How the bot is built

The customer writes in a messenger, the AI assistant understands the request and works with the business's services itself. No copying between tabs.

TriggerMessage or button
AI assistantOrder taking
ModelUpsell rulesMenu & stop listMemory: address
Build receipt
Receipt to kitchen
Wait: ready
Courier group
Customer: on the way
Trigger: where the customer comes fromAI assistantThe agent's model, prompt, memory and knowledge← swipe the diagram →
Behind the scenes

What happens while the customer types

01

Checks the menu and stop list

The bot sees what's available and only offers items in stock plus today's deals.

Google SheetsMenu · stop list
ItemPriceDealIn
2Philadelphia set$8.00✓
3Dragon roll$7.10✕
4Cola 0.5$1.10✓
5California$5.50−20%✓
Deal of the day found by the AI assistant · just now
02

Sends the receipt to the kitchen

The order lands in the POS as a normal receipt with a note for the chef.

Poster POSReceipt #10482
$13.50In the kitchen
Philadelphia set$8.00
California −20%$4.40
Cola 0.5$1.10
Noteno wasabi
03

Calls a courier

When the order is ready, couriers see the address in a group chat and the customer hears that food is on the way.

TelegramCouriers
🛵 Order #10482 is ready
18 Sichovykh Striltsiv St, apt 41
$13.50 · paid
Delivery window: 7:55-8:05 PMjust now
Take itRoute
Stack

Tools and integrations

The bot's brain
AI assistant
  • Knows the menu and deals
  • Remembers the customer
  • Upsells sensibly
Agent parts
ModelUpsell rulesMenu & stop listMemory: address
ChannelTelegram Bot API

Dialogue, inline buttons

Bot API
POSPoster POS

Receipts and kitchen

POS API
DataGoogle Sheets

Menu, stop list, deals

OAuth 2.0
AlertsTelegram group

Couriers

Bot API
Honestly

Pros and limits

What the business got

  • Orders are taken in parallel, no queue
  • The kitchen sees every request
  • Upselling happens in every chat
  • Regulars order in a few messages

Limits worth knowing

  • The bot can't message a customer first until they've started it
  • The stop list must be updated on time
  • Quality complaints go to a manager
Rollout

From brief to launch

Week 1

Menu, deals, upsell rules

Week 2

Poster and courier group integration

Week 3

Evening peak test and launch

“There's no queue in our chat on Friday nights anymore. And the bot never forgets to offer a drink.”
Taras Melnyk
delivery owner

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  2. 02A demo for your nichewithin 1-2 days, free
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