Industry solutions
AI automation scenarios for small and mid-sized businesses in Taiwan
Implementation scenario
Manufacturing (including OEM and ODM exporters)
Common pain points
When overseas buyers ask AI for a supplier in Taiwan, you're not in the answer; meanwhile ERP, MES, WMS, and spreadsheets operate separately, so RFQs, work orders, inventory, and reports are typed in more than once.
Good fit
Factories of 10–500 people, especially OEM and ODM exporters running ERP, MES or WMS alongside spreadsheets
Workflows to automate
- Export-market AI and Google search optimization (English, Japanese)
- RFQ sorting and assignment to sales
- Order and work-order synchronization
- Cross-system operations reporting
What you can track after launch
- Mentions when overseas buyers ask AI
- Time from RFQ to quote
- Hours spent on duplicate entry
Related services
Implementation scenario
Trading companies
Common pain points
Enquiries, quotes, orders, shipping documents, and follow-up are split across email, spreadsheets, CRM, and ERP.
Good fit
Trading companies with 3+ sales staff handling enquiries and orders by email and spreadsheet
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Enquiry classification and routing
- Quote preparation
- Order and shipment synchronization
- Deadline and follow-up reminders
What you can track after launch
- Time from enquiry to quote
- Enquiries left without follow-up
- Order-status lookups
Related services
Implementation scenario
Clinics
Common pain points
Front-desk teams handle calls, messages, bookings, and routine information at once, making missed calls and repeated answers common at peak times.
Good fit
Clinics with 1–5 doctors where the front desk handles calls and messages at once
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- AI phone answering
- Routine messaging replies
- Booking, rescheduling, and cancellation
- Human handoff when required
What you can track after launch
- Missed calls
- Bookings received after hours
- Share of routine questions answered automatically
Related services
Implementation scenario
Aesthetic clinics
Common pain points
People asking AI or Google for an aesthetic clinic don't find you; consultation requests pile up in messages and calls, and medical advertising rules make it unclear what you're allowed to write.
Good fit
From a single doctor-owned clinic to multi-branch aesthetic groups
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Consultation booking and rescheduling
- Medical questions handed to a doctor or nurse
- Follow-up visit reminders
What you can track after launch
- Inquiries from Google and AI search
- Inquiry-to-booking rate
- Share of messages answered automatically
Related services
Implementation scenario
Dental clinics
Common pain points
Nearby people asking AI for a dentist don't find you; the front desk answers phones while handling patients, so bookings, changes, and recall reminders slip.
Good fit
From a community practice with 1–5 dentists to multi-branch dental groups
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- AI phone and messaging bookings
- Rescheduling and cancellations
- Regular recall reminders
What you can track after launch
- New-patient bookings from Google and AI search
- Missed calls
- Attendance after recall reminders
Related services
Implementation scenario
Gyms and sports venues
Common pain points
Nearby people asking Google or AI for a gym don't find you, while trial sessions, class questions, member notes, package expiry, and renewal reminders depend on coaches or front-desk staff.
Good fit
From a one-coach studio to a multi-location gym chain
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Trial and class booking
- Package expiry and renewal reminders
- Member data synchronization
What you can track after launch
- Inquiries from Google and AI search
- Trial-class bookings
- Renewals before expiry
Related services
Implementation scenario
Beauty services
Common pain points
Bookings, rescheduling, service questions, and reminders arrive by phone and messaging, including outside business hours.
Good fit
Beauty businesses with 1–3 locations where bookings come in by phone and messaging
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- 24/7 answering and booking
- Service FAQ replies
- Rescheduling and cancellation
- Calendar and customer record updates
What you can track after launch
- Missed bookings
- Time spent on rescheduling and cancellations
- No-show rate after reminders
Related services
Implementation scenario
Restaurants
Common pain points
Reservations, changes, hours, and group requests arrive through phone, messaging, and forms, making manual consolidation fragile.
Good fit
Restaurants taking reservations, single site or a few branches
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Reservation intake
- Routine information replies
- Changes and cancellation
- Complex requests routed to staff
What you can track after launch
- Missed reservation calls
- Times booking details are retyped
- Time to reply to group requests
Related services
Implementation scenario
E-commerce
Common pain points
Order status, returns, product questions, and support records are spread across multiple admin systems.
Good fit
Brand e-commerce teams whose order volume is outgrowing customer service
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Order and delivery status lookup
- Returns intake
- Support and CRM synchronization
- Exception-order alerts
What you can track after launch
- Customer-service reply time
- Return and exchange handling time
- Share of repeat order-status questions
Related services
Implementation scenario
Law firms
Common pain points
People with a legal problem ask AI or Google first and you're not in the answer; consultations are booked by phone and message, nobody picks up while lawyers are in court, and promotion has to follow the bar's ethics rules.
Good fit
From solo practitioners to mid-sized full-service firms, including firms focused on family, labor, criminal or corporate work
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Consultation booking and case-type intake
- Collecting what the firm needs for its conflict check
- Hearing and meeting reminders
What you can track after launch
- Consultation bookings from Google and AI search
- Share of bookings with details collected in advance
- Time to first reply
Related services
Implementation scenario
Accounting firms
Common pain points
Business owners asking AI for an accounting firm don't find you; in filing season, collecting documents, chasing missing ones, and reminding clients about your own invoices all happen by hand and slip when work piles up.
Good fit
From bookkeeping firms to mid-sized CPA firms
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Client document collection and chasing
- Answers to company-registration questions
- Reminders for the firm's own invoices
What you can track after launch
- Inquiries from Google and AI search
- Manual chasers sent in filing season
- Time to collect a client's documents
Related services
Implementation scenario
Real estate (brokers, developers, pre-sale agencies)
Common pain points
Buyers and tenants asking AI or Google for an agent or a project don't find you; listing questions and viewing requests arrive together and slow replies lose leads, while ad content has to follow real estate rules.
Good fit
Brokerage offices, independent agents, developers, and pre-sale sales centers
Workflows to automate
- Google and AI search optimization (SEO, GEO)
- Listing questions and viewing bookings
- Lead routing to agents
- Reminders before viewings
What you can track after launch
- Inquiries from Google and AI search
- Inquiry-to-viewing rate
- Time to first reply
Related services
Start with one workflow worth fixing
Bring the current process, systems, and frequent exceptions. We will first determine whether automation is appropriate.