Qdrant Vector Store and WhatsApp Business Cloud automations

Ready-made scenarios where Qdrant Vector Store and WhatsApp Business Cloud work for you: pick one — a copy appears in your account and runs on its own.

39 scenarios

Customer support in a messenger from your base
Answers from your own contracts and documents — in chat
A research-backed article in your voice — from one chat message
Support email replies from your knowledge base
Support & lead-capture chat assistant
A form lead: analysed in a sheet, answered by email, flagged in your chat
Business email drafts — from a message in your messenger
A chat assistant that knows your business
A support ticket digest — every morning
Answers from your documents in a messenger
An AI assistant in your work chat — answering from your base
Questions about a PDF right in your messenger
Polishing a draft for a search query — with your approval
Ask your email history in your messenger
A shop assistant in chat — answers from your catalogue and takes orders
A work-chat assistant that remembers your context
A мессенджер assistant that answers and books clients
Questions about a PDF right in WhatsApp Business Cloud — answered from its content
Support auto-replies from a knowledge base, with hard cases handed to a human
A staff bot: HR and IT answers from your policies
Document analysis and recommendations — right in your team chat
A digest of your app reviews — to your messenger
Support ticket triage — simple ones close, hard ones go to an engineer
A weekly digest of your app reviews
AI support in your messenger, built on your own materials
Answers from your PDFs right in WhatsApp Business Cloud
A routine assistant: email, document answers and meeting booking
A chat assistant that answers from your documents
Inbox sorted by topic, with replies for your approval
A WhatsApp Business Cloud assistant with permanent memory — automated
A support bot with an answer base and expert handoff
Messenger assistant: questions, orders and tracking
Client onboarding from documents — the record fills itself in
A personal AI assistant in WhatsApp Business Cloud: email, calendar, notes
One support assistant for chat and email, with human handoff
A department-aware support bot that answers from your own documents
Personalized outreach with site research — from lead to send
Inbox triage by topic with a ready reply for each email
A sales assistant across every messenger