Pick a combination that already works in your industry

Discrete manufacturing

Delivery dates are guesswork. Nobody can say where an order stands. The drawing changed but the floor is still building the old revision. Every new system adds another set of books.

Start with ERP so the ledger is under control, then add in order of pain: APS for dates you can actually hit, MES for traceable execution, PLM so nobody builds a stale revision, then WMS and SRM. Each addition registers one more data type in the authority matrix — never two places posting the same thing.

Discrete manufacturing

• Quote a date computed from real capacity and real material availability
• Trace every issue, pass and report back to person, machine and batch
• Inventory and payroll stay on exactly one ledger, in ERP

Restaurant chains & canteens

Queues at peak. A menu change means visiting every store. One network outage stops the whole shop. Opening a store takes a full day of manual setup.

In store: POS, self-service kiosks, TV menu boards and pickup screens to keep the front of house moving, with the store back office for menu and settings. Across the chain: the operations console for cross-store access and one-action store provisioning. Offline capability is a requirement, not a bonus.

Restaurant chains & canteens

• Keep taking money through an outage; nothing is lost on recovery
• Change a price centrally and the boards follow within fifty seconds
• Open a store: database, service, domain and certificate in one run

Trade & logistics

Invoices, packing lists and bills of lading piling up to be keyed in by hand. Finding a document means searching email. Customers ask for status on WhatsApp and nobody is watching.

Document extraction turns paper and PDFs into structured data, with low-confidence fields routed to a human. The workflow platform chains review, approval and write-back into one traceable process. Cantonese AI handles day-to-day enquiries and hands off when it should not guess.

Trade & logistics

• Data entry becomes a glance and a confirmation
• Every change is attributed and timestamped
• Nobody has to sit on the phone to answer "where is my shipment"

Appointment-based services

The therapist, the room and the prepaid package all have to line up. Reschedule and cancellation rules are intricate. Someone is answering the phone all day.

The booking platform encodes dual-resource scheduling, package redemption and login-free self-service into database constraints and state machines. AI customer service absorbs enquiries and reminders; internal follow-up runs on task management.

Appointment-based services

• Database exclusion constraints make double-booking impossible
• Customers manage their own bookings by phone number, no account needed
• Reschedule, cancellation and bad-weather rules are configuration, not code

Quality inspection & engineering

First-article reports are numbered by hand on the drawing, dimensions copied into Excel. A complex drawing eats most of a day, and transcription errors slip through.

Parse dimensions and tolerances directly from the vector drawing, balloon and number automatically, correct from the keyboard, export the report. Everything runs in the browser — the drawing never leaves the machine, and your IT will not see it on the wire.

Quality inspection & engineering

• Most of a day becomes minutes
• Unstated tolerances filled from the standard tables
• Zero upload — drawings stay local

Low-altitude economy

Heavy drones, licensed pilots and job demand never quite line up. Flight compliance and geofencing need a system behind them. Settlement is a monthly argument.

Aircraft, pilot credentials and job orders live on one platform with dispatch and settlement per job type. Geofencing and limit-breach alerting run as a dedicated subsystem, with PostGIS behind the spatial work and replayable tracks.

Low-altitude economy

• Demand and pilots matched and settled online
• Immediate alerts on breach or over-limit operation
• Every job leaves a track on file