Industries
Intelligence fluent in your industry.
Every industry has its own documents, systems, regulations and customer expectations. We build autonomous systems that understand them from day one. Building in Thailand? See AI automation in Thailand.
Retail & e-commerce
Order volumes spike, customers expect instant replies on LINE and WhatsApp, and catalogues never stop changing. Autonomous commerce keeps pace with all of it.
Order & returns
Tracks orders, processes returns and exchanges within policy, and answers in the customer's language on any channel.
Product content
Writes SEO-ready descriptions, translates listings and keeps Shopee, Lazada, TikTok Shop and your site in sync.
Chat commerce
Recommends products, answers sizing questions and closes sales inside chat, then hands off to payment.
Inventory intelligence
Flags low stock, slow movers and pricing anomalies every morning, with recommended actions.
Logistics & supply chain
Logistics runs on documents, status updates and exceptions. Autonomous systems read the paperwork, pursue the updates and resolve exceptions before they become delays.
Shipping documents
Extracts data from bills of lading, packing lists, invoices and customs forms into your TMS or ERP.
Shipment status
Answers tracking questions instantly and proactively notifies customers about delays with new ETAs.
Carrier coordination
Requests and compares rate quotes, books capacity and follows up on confirmations.
Freight audit
Checks carrier invoices against contracts and rate cards, and flags overcharges for recovery.
Financial services & insurance
Regulated, document-heavy and customer-critical. Autonomy accelerates onboarding, claims and compliance while keeping a human signature on every decision that matters.
KYC documents
Checks ID documents and forms for completeness and consistency, and prepares cases for analyst review.
Claims intake
Collects claim details and documents over chat, validates coverage and routes complete files to adjusters.
Payment reminders
Sends polite, compliant reminders, offers payment plans within policy and updates the ledger.
Regulatory reporting
Compiles regulatory and management reports from multiple systems, with every figure traceable to source.
Healthcare & clinics
From private hospitals to aesthetic and dental clinics, autonomous systems handle bookings, questions and administration, so staff can focus on patients.
Appointments
Books, reschedules and confirms appointments over LINE, WhatsApp and web, and cuts no-shows with reminders.
Patient enquiries
Answers questions on services, pricing, packages and preparation in multiple languages, and escalates clinical questions to staff.
Intake & forms
Collects patient history and consent forms before the visit and prepares them for the care team.
Billing & insurance
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. Autonomous systems respond instantly, qualify buyers and keep property operations running.
Lead qualification
Responds to every enquiry within seconds, qualifies budget, timeline and location, and books viewings.
Listings
Writes listing copy in multiple languages and publishes consistently across portals and social media.
Tenant services
Logs maintenance requests with photos, dispatches vendors and keeps tenants updated until the job is done.
Lease administration
Tracks renewals, drafts lease documents from templates and chases signatures and deposits.
Hospitality & travel
Guests message at all hours, in every language. Autonomy turns those conversations into direct bookings, upsells and five-star reviews.
Direct bookings
Answers availability and rate questions instantly and converts enquiries into direct bookings.
Guest concierge
Handles pre-arrival requests, upsells transfers and experiences, and resolves issues during the stay.
Review responses
Drafts on-brand replies to reviews across platforms and surfaces recurring issues to management.
Group & events
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. Autonomy keeps that back office moving.
Purchase orders
Creates POs from requests, sends them to suppliers and follows up on confirmations and delivery dates.
Supplier follow-up
Chases late shipments and missing documents, and escalates risks to buyers before they hit production.
Quality reporting
Compiles inspection data into reports, spots recurring defects and drafts corrective-action summaries.
Maintenance intelligence
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. Autonomy takes the administration away, so more hours become billable.
Proposals
Drafts proposals and RFP responses from your past work, case studies and pricing models.
Research
Researches companies, markets and documents, and delivers structured briefs with sources.
Client reporting
Builds recurring client reports from your tools and drafts the commentary for review.
Time & billing
Reminds teams about timesheets, reconciles hours against budgets and prepares invoices.
Where to start
Four functions most teams begin with.
Customer support on LINE
Resolve routine requests end to end in Thai and English, and hand the rest over with context.
Use caseAccounts payable and reconciliation
Read invoices, match payments, flag duplicates and prepare the close.
Use caseLead response and qualification
Reply to every enquiry in under a minute and keep the CRM current.
Use caseRecruitment screening and onboarding
Assess applicants with cited evidence, while people decide.
Not sure which fits? See pricing and engagement, or compare autonomous AI with chatbots and RPA.
Questions
Industries, answered.
Which industries does veli(Q Lab build for?
Eight sectors: retail and e-commerce, logistics and supply chain, financial services and insurance, healthcare and clinics, real estate and property, hospitality and travel, manufacturing, and professional services. We go deep rather than wide.
Why build industry by industry?
Every industry has its own documents, systems, regulations and customer expectations. We build autonomous systems that understand them from day one, so the first deployment starts from your sector's real workflows rather than a generic template.
What does AI automation look like in my sector?
It depends on where work slows down. Retail handles orders, returns and customer conversations. Logistics handles paperwork, status updates and exceptions. Financial services handles onboarding, claims and compliance. Clinics handle bookings, questions and administration. Property handles enquiries and buyers. Hospitality handles guest conversations and bookings. Manufacturing handles purchase orders, suppliers and quality reports. Professional services hand administration to the system so more hours are billable.
Do you work in Thailand?
Yes. Systems reply in Thai and English, work on LINE, email and web chat, and are designed to support PDPA compliance. See AI automation in Thailand.
What if my sector is not listed?
Tell us. Speak with Primues, our concierge, or contact the team, and we will tell you honestly whether and where autonomy can help.
Your industry isn't listed?
Every industry has busywork.
Tell Primues about your organization. It will map where autonomy can help and connect you with our architects.