Overview
An AI agent differs from a chatbot in one important way: it takes a task and finishes it. It can receive an order email, check stock, prepare a quote, send it to the customer and record everything in your system. We design agents that understand your business rules, connect to your real data and pause for a person at every step that matters.
What you get
- Workflow analysis to pick the tasks where an agent pays off fastest
- Agent design with tools connected to your systems
- Human-in-the-loop checkpoints for approvals and payments
- A full log of every agent decision, ready for audit
- A dashboard tracking agent work and AI usage cost
Use cases
Triage and answer customer email and LINE messages, then open tickets for your team
Send management a sales and inventory summary every morning
Read purchase-order PDFs and enter the data into your ERP
Chase overdue tasks, remind owners and escalate when deadlines slip
How we work
Discover
Understand your work, data and constraints, then choose where AI adds value fastest.
Pilot
Build a working system with a narrow scope in 2 to 4 weeks and measure it with numbers.
Scale
Extend to more tasks and departments, connect more systems and improve from real usage.
Operate
Maintain the system, monitor quality and cost, and adopt newer models when they perform better.
Frequently asked questions
What happens if the agent makes a wrong decision?
Every consequential action, such as a payment, an approval or a document sent outside the company, requires confirmation from a person first, and every step is logged.
Do we need a particular system before we start?
No. We can start from Google Sheets, LINE or email and connect to whatever you already use.