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WhatsApp automation that hands over to a human

Your customers are already on WhatsApp. We automate the repetitive conversations and make sure a person picks up when it matters.

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On this page (12 sections)
  1. What can WhatsApp automation do for your business?
  2. Do you need the WhatsApp Business API?
  3. How do you keep WhatsApp costs under control?
  4. Do you run WhatsApp agents yourselves?
  5. Will this work with WATI, AiSensy or Interakt?
  6. Which industries use this most?
  7. How is the agent team put together?
  8. What should you prepare before talking to us?
  9. How do you know whether the pilot worked?
  10. How does a pilot with us work?
  11. Related reading
  12. Questions
Demo app recording, sample data only: chat thread: an agent sends a sample client a polite reminder for two pending documents, the client replies, and the agent asks a person to take over the call request
Demo with sample data

What can WhatsApp automation do for your business?

  • Enquiry capture and qualification: ask the right questions and log answers to a CRM or sheet.
  • Order, delivery and appointment updates as approved utility templates.
  • Reminders and follow-ups: appointments, fees, payments and service due dates.
  • Answers to repeat questions from approved content, in English, Kannada, Hindi or mixed language.
  • Drafted replies for your team to approve when a question needs judgement.
  • Routing and handoff to the right person, with the full conversation attached.

Do you need the WhatsApp Business API?

Not always. The free WhatsApp Business app is fine for small volumes. The API (WhatsApp Business Platform) matters once you need automation, several team members on one number or integrations. Read API vs app. We set up verification, display name, templates and opt-in where needed.

How do you keep WhatsApp costs under control?

Since 1 October 2026, Meta charges for service messages in India beyond a free monthly allowance. We design flows that answer in fewer messages, use buttons and lists, and send status updates as utility templates. See our pricing explainer.

Do you run WhatsApp agents yourselves?

Yes. We run a WhatsApp Business manager agent in-house for the owner's own business. It answers routine questions from approved information and routes anything else to a person. It's an in-house system, not a client result. See our agents.

Will this work with WATI, AiSensy or Interakt?

Often, yes. We can build agents and integrations around the platform you already use where its APIs allow, or set up Meta's Cloud API directly. Read agency vs DIY platform.

Which industries use this most?

Clinics, D2C brands, real estate, coaching centres, restaurants, salons and distributors.
Our stop rule

The agent drafts, routes and escalates. A person decides. Before anything is built we write down what the agent may do alone, what needs approval, and when it must stop and hand over with the full context attached.

How is the agent team put together?

Every team we build uses the same architecture: a team lead agent that plans and assigns work, specialist agents with narrow jobs and permissions, a shared task board where every task and approval is visible, tools and connectors limited to what each agent needs, scheduled routines for recurring checks and reports, and approval gates wherever money, customers, data or irreversible changes are involved. Every action is logged, live systems are backed up before edits, and a daily summary arrives in chat so a person always knows what happened.

It is the same pattern we use in-house for our 14-bot SEO team, ads agent and site ops agent on the owner's own businesses (in-house systems, not client results). For a new team we start small, usually a specialist, a reporter and the team lead, and add agents only once the first ones are trusted. See how we build agent teams and real in-house use cases.

What should you prepare before talking to us?

You don't need a technical brief. A useful first conversation needs only a few things, and gathering them is valuable even if you never work with us:

  • The process in plain words: what triggers it, who does what, and where it usually goes wrong.
  • Rough volumes: how many messages, orders, tickets or invoices per week. A one-week tally is enough.
  • Your tools: WhatsApp app or API, CRM, sheets, accounting or helpdesk software, including versions or plans where you know them.
  • Three real examples: typical messages or cases, plus one awkward one, with personal details removed.
  • What must never happen: the mistakes that would hurt most. These become the first lines of your stop rule.
  • An owner: the person who will review the workflow once it runs.

Send these on WhatsApp or by email, or run the pilot scorecard first.

How do you know whether the pilot worked?

We agree the success measure before building, and it should be something your team can count without a dashboard project. Typical measures include the share of enquiries logged the same day, time to first response, the number of follow-ups that actually happened, hours spent on the task per week, or the number of escalations that were correctly flagged. We count the baseline before launch (even by hand for a week) and again after a few weeks of running.

We also review the qualitative side with the people involved. Do they trust the drafts? Are handovers arriving with enough context? Are customers asking for a person more or less often? A pilot can hit its number and still need tuning, or miss it and teach you something important. Either way, the decision to keep, tune, expand or stop is yours, made on evidence. We don't publish generic success figures, because results depend on your process, volumes and team.

How does a pilot with us work?

Every engagement follows the same four steps. Consult: you walk us through the process, the tools and where it breaks. Pick the pilot: we choose one workflow and write down its inputs, outputs, tools, stop rule and success measure. Ship: we build it into the tools you already use and test it on real cases. Review: your team checks what the agent did and what it escalated, then decides whether to tune it, expand it or stop. Read the full pilot process.

Questions

Who pays Meta's message charges?

Meta's charges are billed through your WhatsApp provider. We list them separately in every quote.

Can the bot speak Kannada?

Yes, with testing on your real messages and a fallback to a person when unclear.

Is opt-in required?

Yes, for business-initiated messages. See our opt-in guide.

Next step

Start with one workflow

Tell us which process eats your team's time. You'll get an honest view of whether it's worth automating and what a first pilot would look like.

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Demo with sample data. Scroll or pinch to zoom. Press Esc to close.