Industries
Agents that speak your industry.
Every industry has its own documents, systems, regulations and customer expectations. We build agents that understand them from day one.
Retail & e-commerce
Order volumes spike, customers expect instant replies on LINE and WhatsApp, and catalogues never stop changing. Agents keep up with all of it.
Order & returns agent
Tracks orders, processes returns and exchanges within policy, and answers in the customer's language on any channel.
Product content agent
Writes SEO-ready descriptions, translates listings and keeps Shopee, Lazada, TikTok Shop and your site in sync.
Chat commerce agent
Recommends products, answers sizing questions and closes sales inside chat, then hands off to payment.
Inventory insight agent
Flags low stock, slow movers and pricing anomalies every morning, with recommended actions.
Logistics & supply chain
Logistics runs on documents, status updates and exceptions. Agents read the paperwork, chase the updates and handle exceptions before they become delays.
Shipping document agent
Extracts data from bills of lading, packing lists, invoices and customs forms into your TMS or ERP.
Shipment status agent
Answers tracking questions instantly and proactively notifies customers about delays with new ETAs.
Carrier coordination agent
Requests and compares rate quotes, books capacity and follows up on confirmations.
Freight audit agent
Checks carrier invoices against contracts and rate cards, and flags overcharges for recovery.
Financial services & insurance
Regulated, document-heavy and customer-critical. Agents accelerate onboarding, claims and compliance while keeping a human approval on every decision that matters.
KYC document agent
Checks ID documents and forms for completeness and consistency, and prepares cases for analyst review.
Claims intake agent
Collects claim details and documents over chat, validates coverage and routes complete files to adjusters.
Payment reminder agent
Sends polite, compliant reminders, offers payment plans within policy and updates the ledger.
Reporting agent
Compiles regulatory and management reports from multiple systems, with every figure traceable to source.
Healthcare & clinics
From private hospitals to aesthetic and dental clinics, agents handle bookings, questions and admin, so staff can focus on patients.
Appointment agent
Books, reschedules and confirms appointments over LINE, WhatsApp and web, and cuts no-shows with reminders.
Patient enquiry agent
Answers questions on services, pricing, packages and preparation in multiple languages, and escalates clinical questions to staff.
Intake & forms agent
Collects patient history and consent forms before the visit and prepares them for the care team.
Billing & insurance agent
Prepares invoices and insurance documents, and follows up on outstanding payments.
Real estate & property
Leads go cold in hours and tenants expect answers at midnight. Agents respond instantly, qualify buyers and keep property operations running.
Lead qualification agent
Responds to every enquiry within seconds, qualifies budget, timeline and location, and books viewings.
Listing agent
Writes listing copy in multiple languages and publishes consistently across portals and social media.
Tenant service agent
Logs maintenance requests with photos, dispatches vendors and keeps tenants updated until the job is done.
Lease admin agent
Tracks renewals, drafts lease documents from templates and chases signatures and deposits.
Hospitality & travel
Guests message at all hours, in every language. Agents turn those conversations into direct bookings, upsells and five-star reviews.
Direct booking agent
Answers availability and rate questions instantly and converts enquiries into direct bookings.
Guest concierge agent
Handles pre-arrival requests, upsells transfers and experiences, and resolves issues during the stay.
Review response agent
Drafts on-brand replies to reviews across platforms and surfaces recurring issues to management.
Group & events agent
Collects requirements for groups, weddings and MICE, and prepares proposals for your sales team.
Manufacturing
Behind every production line is a mountain of purchase orders, supplier emails and quality reports. Agents keep that back office moving.
Purchase order agent
Creates POs from requests, sends them to suppliers and follows up on confirmations and delivery dates.
Supplier follow-up agent
Chases late shipments and missing documents, and escalates risks to buyers before they hit production.
Quality report agent
Compiles inspection data into reports, spots recurring defects and drafts corrective-action summaries.
Maintenance insight agent
Reads maintenance logs and technician notes to highlight repeat failures and upcoming service needs.
Professional services
Agencies, consultancies, accounting and law firms sell expertise, not admin. Agents take the admin away so more hours become billable.
Proposal agent
Drafts proposals and RFP responses from your past work, case studies and pricing models.
Research agent
Researches companies, markets and documents, and delivers structured briefs with sources.
Client reporting agent
Builds recurring client reports from your tools and drafts the commentary for review.
Time & billing agent
Reminds teams about timesheets, reconciles hours against budgets and prepares invoices.
Your industry isn't listed?
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