Agentic Workflow
Work you could start with today
Chat replies, quotes, meeting summaries, document entry and more
Work in
Work you could start with today+ human approval
To the customer
A person approves before it ever reaches the customer· drag to rotate
9 jobs you can hand to AI today
Every one of these is work Thai businesses still do by hand each day — see the real output, how far AI takes it, and where people decide.
AI checks real stock and prices before drafting · the manager approves on LINE · saves ~1.5 hrs per quote
Sales meeting · 42 min
• Clear model C stock before month-end — Hong
• Send the Lat Phrao project quote — Wichai (this Friday)
• Check the new shipping terms — Poon
Transcribes, pulls out the follow-ups, posts them to the LINE group · a person can edit before it goes
Read confidence 96%
Reads a photo or PDF into your accounting software · anything under 90% goes to a person
Pulled from real sales — nobody has to write a report
Worked out from real sales plus lead time · the draft PO waits for a person to confirm
★★☆☆☆ Ms A
Booked for 2pm and waited nearly an hour. Nobody said a word.Draft reply
We are sorry. An emergency case that day pushed the queue back and we did not tell you — the system now sends the real wait time to LINE.The owner reads it and hits send · no review left unanswered
Booked on LINE in three taps · fewer calls about the queue, fewer no-shows
Staff photograph it and send it on LINE · the system reads it, files it and checks it against policy
Scored against the criteria HR set, never on its own · people pick who gets an interview
Mock sample — names and numbers are made up. The real one follows your business.
Which job should you start with
The simple test we use to pick the first job with every client — not the flashiest one, but the one that pays back fast and is hard to break
criterion 1 / 3 · It repeats every day
The more it repeats, the faster the time comes back
It repeats every day
Work that happens several times a day — the more it repeats, the faster the time comes back
The steps are clear
If you can write it as steps 1-2-3, AI can follow it
A mistake can be caught in time
Start with work a person can always check before it leaves, not work where one mistake costs you straight away
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In the same section
Want to know whether this fits your business? Book a free 30-minute call
No cost, no commitment — tell us how the work really runs and we will point out where starting pays off most