AI automation for business in Bangkok
Most business hours go to work that follows rules: answering the same questions, moving data between tools, checking documents, updating records. We build agents that do this with a log of every action, a budget, and a person to hand off to when the rules run out.
What you get
- A written map of the workflow first: inputs, rules, exceptions, who signs off
- Agents built on the model that fits the job, with tool access limited to what the task needs
- LINE, web chat or email front ends when customers are involved, in Thai and English
- Every action logged, every cost counted, retries and rate limits built in
- A hand-off to a person for anything the rules do not cover, and a weekly report
How AI automation and agents runs with us
Map the workflow
We sit with the people who do the work now and write down the rules and the exceptions.
Build with limits
The agent gets only the tools it needs, a budget, logging and a stop button. It runs next to the human process first.
Measure and hand over
Accuracy and time saved measured against the manual process, then the agent takes over with a person on call.
Good fit if
- Your team answers the same questions or retypes the same data every day
- You tried a chatbot and it embarrassed you
- You want automation with an audit trail, not a black box
What we need from you
- The people who do the work today, for a few hours
- Access to the systems the agent must read or write
- A decision on what must always go to a human
Questions we get about AI automation and agents
Which AI do you use?
The model that fits the task and the budget. We run our own pipelines on Claude models and have used others. We are not tied to a vendor and we tell you what each run costs.
What about our data?
It stays in your accounts. Prompts and outputs are logged on your side. Nothing is used to train anything.
Can it reply to customers on LINE?
Yes, with rules for what it may answer, a tone guide, and hand-off to a person for anything outside them.
Tell us what you need
Send a few lines about your project. We reply within one working day with questions or a first estimate.