Industries
High message volume, repetitive questions, and systems that already hold the answer. That's where an agent earns its keep first — and these are the sectors where we see it most.
Every outlet answering the same questions, every day
Reservations, "are you open on public holidays?", menu and allergen questions, stock checks across branches, loyalty balances, catering enquiries — handled instantly on WhatsApp in whichever language the customer writes.
- Agents used
- Customer Support · Sales & Lead Qualification (catering, bulk orders) · Operations (supplier ordering)
- Connects to
- POS, reservation systems, delivery platforms, loyalty, inventory
Where-is-my-order, before it becomes a ticket
Order status with live courier tracking, returns and exchanges within policy, size and stock questions, promo code issues, and abandoned-cart follow-up — across Shopify, marketplaces and WhatsApp.
- Agents used
- Customer Support · Sales (cart recovery, upsell) · Operations (order exceptions)
- Connects to
- Shopify / WooCommerce, marketplace APIs, courier tracking, payment gateway, helpdesk
Shippers, drivers and consignees all asking "where is it?"
Shipment status, ETA changes, proof-of-delivery requests, booking amendments, driver instructions and consignee notifications — coordinated across parties without a dispatcher on the phone all day.
- Agents used
- Customer Support · Operations (booking entry, exception handling) · Finance (delivery-linked invoicing)
- Connects to
- TMS / WMS, GPS tracking, e-POD apps, customer portals, ERP
Tight scope, full audit trail, no guessing
Policy and product questions from approved documents only, claim status lookups, document collection and checklist chasing, appointment booking with advisors — with identity checks and hard hand-off rules for anything advisory or transactional.
- Agents used
- Knowledge & Document (approved-source answers) · Customer Support · Operations (document intake)
- Deployment
- Dedicated Malaysia-hosted or on-premise; full audit log; custom DPA
Respond to every listing enquiry in two minutes, in the right language
Availability, pricing, viewing appointments, financing basics, and tenant maintenance requests — qualified and booked before the agent on duty even sees the notification. For property managers: fault reporting, contractor dispatch and rent reminders.
- Agents used
- Sales & Lead Qualification · Customer Support (tenants) · Finance & Collections (rent)
- Connects to
- Listing portals, CRM, calendars, property management systems, accounting
Orders arrive on WhatsApp. They shouldn't be re-typed by hand.
Dealer and distributor orders captured from chat and email straight into the ERP, stock and lead-time queries answered from live data, PO acknowledgements and supplier ETA chasing automated, statements and payment reminders sent in the customer's language.
- Agents used
- Operations & Back-Office · Customer Support (B2B dealers) · Finance & Collections
- Connects to
- SAP B1, AutoCount, SQL Account, Odoo, custom ERP; supplier portals; spreadsheets
Firms sell expert time. Agents protect it.
For law, accounting, consulting and agencies: intake and qualification of new enquiries, document collection with checklists, first drafts from your templates and precedents, internal knowledge questions answered with citations, and billing follow-up.
- Agents used
- Knowledge & Document · Sales & Lead Qualification · Finance & Collections
- Connects to
- Practice management, document management, email, calendars, accounting
Enquiry season shouldn't need a temporary call centre
Course and intake questions, fee and scholarship information, application status, document submission chasing, and parent communication — in three languages, at the volumes that arrive in the weeks before every intake.
- Agents used
- Customer Support · Sales & Lead Qualification (admissions) · Finance (fee reminders)
- Connects to
- Student information systems, application portals, CRM, payment systems
Your industry not listed?
If your team answers the same questions every day, or moves data between systems by hand, there's an agent for it.