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Cakapin
Illustrative scenario

A restaurant that still replies fast, even during the rush

An illustrative scenario for a restaurant or cafe serving customers on WhatsApp and Instagram: menu, hours, location, and table reservation questions get answered over chat -- menu and hours from your own knowledge base, reservations still confirmed by staff. Chats handed to a human are auto-assigned to an active staff member, and promos go out by WhatsApp broadcast.

Fajar WhatsApp · Saturday 11:40 AM
Are you open on public holidays?
Yes, we're open -- 10 AM to 8 PM -- as written in our knowledge base.
Answered by AI · from the knowledge base
Knowledge base
  • Menu-2026.pdf
    1.8 MB
  • hours-and-location.txt
    4 KB

Sample view — names, times, and messages are made up.


Cakapin Restaurant & cafe · 01

One day at this restaurant

The conversation below is an example flow -- from a menu question to the reservation being handed to staff.

Hi, do you have a vegetarian menu? What time are you open on Sunday?
Dinda · WhatsApp · 18:10
Hi Dinda! Yes, we do have vegetarian options. On Sundays we're open 10:00 to 22:00.
Answered by AI from your knowledge base · 18:10
Great, I'd like to reserve a table for 4 this Saturday night at 7 PM. Could you connect me to an admin?
Dinda · WhatsApp · 18:12

Handed to an admin, auto-assigned
Hi Dinda, this is Rangga, taking it from here. I've noted a table for 4 at 7 PM, I'll confirm shortly.
Rangga · 18:15

Example scenario -- the business, names and messages are invented, not a Cakapin customer.


Cakapin Restaurant & cafe · 02

Features used in this scenario

WhatsApp & Instagram in one inbox
Chats from WhatsApp and Instagram DMs land in the same inbox, so you never switch apps to reply.
AI chatbot answers from your knowledge base
AI answers menu, hours, and location questions from what you write in the knowledge base -- update it yourself when the menu or hours change.
Handed-off chats auto-assigned
Chats the AI is not handling, or that the AI hands to a human -- like confirming a reservation -- are automatically assigned round-robin to whichever staff member is active.
Broadcast promos to customers
Send a new-menu promo or special hours update to a lot of customers at once with a Meta-approved WhatsApp template.

Cakapin Restaurant & cafe · 03

Example monthly cost (illustration)

The numbers below are a scenario, not a real bill -- swap in your own restaurant's chat volume.

Assumptions used

  • 300 incoming conversations a month, averaging 2 replies per conversation = 600 replies, via WhatsApp and Instagram DMs.
  • 60% of replies answered automatically by AI (360 replies), the rest answered by staff (240 replies).
  • 1 active restaurant staff -- still within the 5 free agents, so no extra cost.
  • 1 WhatsApp Business number + 1 Instagram account -- the first account on each platform is free.
360 AI replies Rp54,000
240 staff replies Rp12,000
Extra Meta accounts Rp0

Estimate per month Rp66,000

Sending broadcast promos and WhatsApp templates is billed directly by Meta through your WhatsApp Business account, not from your Cakapin balance -- it isn't counted in the number above. Broadcasts still need a balance above Rp0; broadcasts pause while the balance is Rp0.


Cakapin Restaurant & cafe · 04

Common questions

Can I reserve a table straight from chat?

You can ask over chat, but confirmation is still manual -- AI answers general questions like menu, hours, and location from the knowledge base, then staff check table availability and confirm the reservation. Cakapin doesn't have an automated booking system yet.

Can the AI give wrong answers?

It can. The AI is steered to answer from the knowledge base you fill in, but it can still get things wrong, especially when that material is incomplete. You can always see which replies came from the AI and take over the conversation at any time.

Who do chats handed off by the AI get assigned to?

Chats the AI is not handling, or that the AI hands to a human, are automatically assigned round-robin to whichever staff member is active.

Can I send a menu promo to a lot of customers at once?

Yes, through a WhatsApp broadcast using a Meta-approved template, to contacts who opted in. The sending cost is billed directly by Meta through your WhatsApp Business account.

See all questions →


Cakapin Restaurant & cafe · 05

Cakapin Restaurant & cafe · 06