AI that lives inside your system
not a chatbot bolted on the side
I didn't build a bot that answers questions. The 7 Samoe agents reach into your real systems through MCP · they read, they write back, and they take the repetitive work off your plate, with you approving anything that matters.
Three things Samoe is not
The agents sit inside the real system, on the same data your team sees · not a chat box guessing answers.
Connected via MCP into your existing systems · reads and writes back directly, not shipping prompts out for a canned reply.
Anything that matters waits for your approval. The agents draft; you decide · transparent and fully auditable.
One agent per department · an agent today → a product tomorrow
น้องเสมอ leads the team, takes your request, and delegates to each specialist to act inside the real system.
Connect → read + write → you approve
Connect via MCP
Samoe connects to the Express, Excel, databases, and LINE you already run through MCP. Your data stays put; the agents just work inside it.
Read it, write it back
Not just answering · the agents pull figures, raise invoices, post entries, draft POs, and write stock updates back into the real system.
You approve what matters
For anything touching money or real documents, the agent drafts and waits for your confirmation · every step logged for audit.
Let the AI work in your system while you keep control of the data
Data stays in
Your company data lives in your own systems. The agents work in via MCP without copying it out.
Real Thai understanding
Speak plain Thai · the agents understand Thai accounting, stock, and sales terms. No translating, no English prompts.
On-prem Ollama fallback
For high-privacy needs, run the model on-premise with Ollama · data never has to leave your network.
Type a task in Thai; the agents act in the real system
Sales this week: ฿612,400 (+8% vs last week). น้องสต็อก flagged 5 low-stock items and drafted the POs · awaiting your approval.
Drafted quote QT-2401 at the latest ฿85/unit, ฿17,000 before VAT. Want me to send it to the customer on LINE?
Posted ฿4,280 to utilities with input VAT split out and reconciled against the bank · pending your confirmation.
Let the 7 agents work inside your system
Connects to your existing systems · keep what you use. Start with a LINE message.
Reached the TED Fund final round