Use cases

One platform, every kind of business.

Real, detailed playbooks — the pains, exactly how you'd set it up here, a sample conversation, and the results. Everything you need to decide, without asking anyone.

🛍️

E-commerce & D2C

Turn WhatsApp into your highest-converting sales and support channel.
Best for: Online stores, D2C brands, WooCommerce/Shopify sellers, social-commerce sellers.

The problem

  • Abandoned carts and lost COD orders
  • "Where is my order?" tickets flooding support
  • Repetitive product questions
  • Broadcasts that get ignored on email/SMS

How you'd set it up here

  • Sync your catalogue with the WooCommerce or Shopify connector so the AI answers product, price, and stock questions accurately.
  • Add your policies (returns, shipping, sizing) to Knowledge as documents or Q&A.
  • Build a flow: order status lookup that calls your store API (HTTP step) with the order ID the customer gives.
  • Set a Delay-based cart-recovery flow: wait, then send a reminder template with the product.
  • Use Campaigns to broadcast new drops and offers to opted-in customers.

A real conversation

Do you have the blue kurta in L?
Yes — the Indigo Cotton Kurta is in stock in L at ₹1,299. Want me to reserve it or share the link?
What’s your return policy?
7-day easy returns on unworn items with tags. Want me to start a return or place an order?

What you get

  • Recover carts automatically
  • Deflect "where is my order" with self-serve lookups
  • Higher open rates than email for drops and offers
Features used: Connectors (Woo/Shopify)KnowledgeFlows + HTTP stepDelayCampaignsTemplates
🏠

Real Estate

Catch every enquiry the second it lands, and never let a warm lead go cold.
Best for: Builders, brokers, property portals, agents.

The problem

  • Leads message at odd hours and go cold
  • Agents waste time on unqualified enquiries
  • Slow follow-up loses deals

How you'd set it up here

  • Add your active listings as structured records (or sync a sheet) so the AI can match budget, location, and BHK.
  • Build a qualification flow: ask budget → location → possession timeline → save answers to variables.
  • Add a condition: hot leads (ready budget) get assigned to an agent; others get nurtured.
  • Use Delay to auto follow-up after a day if there’s no reply.

A real conversation

Looking for a 2BHK in Indore under 60 lakhs
Great — I have 3 options in that range in Vijay Nagar and Rau. Are you looking to move in immediately or investing?
Move in within 3 months
Perfect. I’m connecting you with our Vijay Nagar specialist who’ll share shortlisted options and book a site visit. 📍

What you get

  • Reply time from hours to minutes
  • Agents only talk to qualified buyers
  • No warm lead left un-followed-up
Features used: Flows (qualification)Conditions & variablesAssign to agentDelay follow-up
🧳

Travel Agencies & Tour Operators

Run the whole trip — quote to e-ticket — in one WhatsApp thread.
Best for: Travel agencies, tour operators, visa consultants, DMC/holiday packagers.

The problem

  • A trip is a long back-and-forth of quotes, documents, and updates
  • Repetitive visa/package questions
  • Follow-ups and document collection eat agent time

How you'd set it up here

  • Load your packages, visa rules, and destination guides into Knowledge as documents (PDF/DOCX) and Q&A — the AI answers from your real content.
  • Build an enquiry flow: destination → dates → travellers → budget → hand a qualified brief to an agent.
  • Use a document-collection flow that asks for passport/photo and tags the contact when received.
  • Send itinerary, payment reminders, and status updates as templates; schedule reminders with Delay.

A real conversation

Do you do Dubai visa? How many days?
Yes — Dubai tourist visa (30 days) is ₹6,500, processed in 3–4 working days. I’ll need a passport scan and photo. Want to start?
Yes
Please share a clear photo of your passport’s first page. I’ll confirm the moment our team verifies it. ✈️

What you get

  • Answer package & visa questions from your own docs
  • Collect documents and send updates automatically
  • One thread for the whole trip
Features used: Knowledge (documents)FlowsAsk + variablesUpdate tagTemplates + Delay
🗺️

Tourism Boards & DMOs

A destination-wide digital concierge — inform, plan, book, and upsell on WhatsApp.
Best for: State/city tourism boards, Destination Marketing Organizations (DMOs), tourism development corporations, large hospitality groups.

The problem

  • Travellers want instant, personalised planning — not PDFs and call centres
  • Destination info is scattered across sites, brochures, and departments
  • Partner hotels/operators need booking routing with attribution
  • International + domestic visitors need multiple languages

How you'd set it up here

  • Run one official WhatsApp number with several Workspaces behind it:
  • • Visitor Concierge — load every destination guide, hotel list, activity catalogue, timings, permits and FAQs into Knowledge (documents + website + records). The AI plans trips from real data.
  • • Bookings — flows that take destination, dates, and guests, then call your hotel/activity availability API (HTTP step) and route to partner properties.
  • • On-trip concierge — after booking, send itineraries, and answer "what’s good near me tonight?" to drive activity/dining upsell.
  • • Internal Ops — a private workspace for registered operators and staff queries, isolated from the public.
  • Broadcast seasonal campaigns (festivals, off-season offers) to opted-in visitors.

A real conversation

Planning 3 days in the state in October, family with kids
Wonderful! For a family in October I’d suggest a wildlife + heritage mix: 2 nights near the tiger reserve (morning safari) and 1 night at the heritage town. Shall I check park-lodge availability for your dates?
Yes, 12–15 Oct
Checking our partner lodges for 12–15 Oct… I have 2 options with morning safari slots. Want me to hold one and share the itinerary with timings?

What you get

  • A single, always-on source of truth for the destination
  • Managed booking pathway to partner hotels & operators with attribution
  • Ancillary revenue from on-trip upsell
  • Multilingual reach for domestic + international visitors
Features used: Workspaces (concierge / booking / on-trip / internal)Knowledge (docs + website + records)Flows + HTTP (partner booking)CampaignsMultilingual AI
Good to know: Booking works by calling your existing availability/booking API via the HTTP step. In-chat card payment and voice/image understanding are not built in yet — send a payment link or hand to your booking engine.
🏥

Healthcare & Clinics

Cut no-shows and free your front desk — without touching sensitive data.
Best for: Clinics, diagnostic labs, dental/eye/skin practices, hospitals (non-diagnostic use).

The problem

  • No-shows waste slots
  • Front desk buried in "are you open?" and booking calls
  • Patients want reminders and reports on WhatsApp

How you'd set it up here

  • Add services, timings, doctors, and prep instructions to Knowledge.
  • Build an appointment flow: service → preferred day → confirm; send a reminder template the day before with Delay.
  • Answer general FAQs (timings, location, prep) automatically; assign anything clinical to staff.

A real conversation

Do you do full body checkup? Timings?
Yes — our Full Body package is available Mon–Sat, 7–11am (12-hour fasting needed). Want me to book a slot?
Saturday morning
Booked tentatively for Saturday 8:00am. Our team will confirm shortly. You’ll get a reminder on Friday evening. 🩺

What you get

  • Fewer no-shows via reminders
  • Front desk freed from routine calls
  • Faster patient response
Features used: KnowledgeBooking flowDelay remindersAssign to staff
Good to know: Keep sensitive clinical details out of plain chat — use it for scheduling, info, and general FAQ.
🎓

Education & Coaching

Answer every admission enquiry 24/7 and support students at scale.
Best for: Schools, colleges, coaching centres, ed-tech, training institutes.

The problem

  • Admission season floods enquiries
  • Same course/fee questions repeated endlessly
  • Fee and class reminders are manual

How you'd set it up here

  • Load prospectus, courses, fees, and eligibility into Knowledge (documents + Q&A).
  • Build an enquiry flow that captures name, course interest, and phone, then assigns to a counsellor.
  • Send fee due-date and class reminders as templates on a schedule.

A real conversation

What’s the fee for the 1-year data science course?
The 1-year Data Science program is ₹1,20,000 (EMI available). It covers Python, ML, and a capstone. Want a counsellor to walk you through it?
Yes please
Great — what’s your name and preferred call time? I’ll set it up. 🎓

What you get

  • Enquiries answered 24/7
  • Counsellors get qualified leads
  • Automated fee/class reminders
Features used: KnowledgeLead-capture flowAssignTemplates + Delay
🍽️

Restaurants & Local Business

Turn footfall into a list you can bring back again and again.
Best for: Restaurants, cafés, salons, gyms, local services.

The problem

  • Bookings and orders scattered across calls
  • No easy way to bring past customers back
  • No-shows for tables/appointments

How you'd set it up here

  • Put your menu/services and hours in Knowledge.
  • A QR code at the counter starts a WhatsApp chat and captures the contact.
  • Build order/booking flows; send loyalty offers via Campaigns.

A real conversation

Table for 4 tonight at 8?
Yes! Table for 4 at 8:00pm held under your name. We’ll send a reminder at 6. See you tonight! 🍽️

What you get

  • Orders & bookings in one place
  • Repeat visits via loyalty nudges
  • Fewer no-shows
Features used: KnowledgeOrder/booking flowContactsCampaigns
🏢

Internal Teams & HR

A private AI helpdesk for your staff — on a separate number, fully isolated.
Best for: HR teams, IT helpdesks, operations, any internal support function.

The problem

  • HR/IT answer the same policy questions repeatedly
  • Staff don’t know where to ask
  • Customer and internal data must never mix

How you'd set it up here

  • Create a dedicated internal Workspace with its own number.
  • Load the employee handbook, IT guides, and policies into that workspace’s Knowledge.
  • Build flows for leave requests or IT tickets that assign to the right person.

A real conversation

How many casual leaves do I have this year?
Full-time employees get 12 casual leaves per year. Want me to raise a leave request for specific dates?

What you get

  • HR/IT freed from repetitive questions
  • Staff self-serve answers instantly
  • Completely isolated from customer data
Features used: Workspaces (isolated)KnowledgeFlows (leave/IT)Assign
💼

Agencies & Resellers

Launch your own branded WhatsApp-AI SaaS without building it.
Best for: Digital agencies, IT service providers, consultants, entrepreneurs.

The problem

  • Clients want WhatsApp automation but you can’t build a platform
  • No recurring revenue from one-off projects
  • Managing many client setups is messy

How you'd set it up here

  • Run one white-labelled installation under your own brand and domain.
  • Onboard each client as an isolated tenant with their own plan and limits.
  • Each client manages their own data, bots, and numbers; you manage the platform and billing.

A real conversation

(You, the agency) Onboard a new client → set their plan → they log in to your branded dashboard
Client runs their own WhatsApp AI; you earn recurring revenue and control the platform.

What you get

  • Your brand, your pricing
  • Recurring revenue instead of one-off projects
  • One dashboard to manage every client
Features used: White-label multi-tenantPer-tenant plans & limitsIsolated tenant dataBilling

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